AI Slop Code RIsk Monitor

archestra-ai/archestra

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

4.2 Low pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for archestra-ai/archestra, a TypeScript project with 4,368 GitHub stars. SynthScan examined 2,021,099 lines of code across 7277 source files, recording 5007 pattern matches distributed across 25 syntactic categories. The legacy adjusted pattern signal is 4.2 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

4.2
Adjusted Signal
4.2
Raw Pattern Score
100%
Time Factor
2026-10-10
Last Push
4.4K
Stars
TypeScript
Language
2.0M
Lines of Code
7.3K
Files
5.0K
Pattern Hits
2026-10-12
Scan Date
0.04
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 14.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 4333 finding(s).

Hallucinated Dependency & Supply Chain Risk 5.0/100 · LOW

Are imports declared and package/API names verified? 578 finding(s).

Agent Over-Engineering Ratio 7.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2892 finding(s).

PR Review Velocity Impact 19.2/100 · LOW

Which changes need focused human review? 5007 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 327MEDIUM 978LOW 3702

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 5007 distinct pattern matches across 25 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers2795 hits · 2887 pts
SeverityFileLineSnippetContext
LOW⚡migration-kit/tests/test_contracts.py39def test_parse_item_rejects_unknown_kind() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py44def test_parse_item_rejects_missing_required_field() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py49def test_parse_bundled_file_rejects_bad_encoding() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py54def test_parse_plan_roundtrips_and_validates() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py64def test_parse_plan_rejects_bad_enums() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py74def test_parse_plan_rejects_removed_tool_policy_kind() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py80def test_parse_bundled_file_allows_empty_content() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py94def test_parse_bundled_file_still_requires_string_content() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py99def test_non_migrate_decision_may_omit_target_kind() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py108def test_migrate_decision_requires_target_kind() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py113def test_user_answer_validators_reject_bad_values() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py118def test_user_answer_validators_accept_good_values() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py122def test_archestra_hook_event_maps_supported_events_only() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py130def test_archestra_file_name_validates_basename_and_extension() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py138def test_validate_requirements_trims_and_bounds() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py151def test_require_requirements_is_none_when_absent() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py156def test_optional_agent_id_requires_uuid_shape() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py164def test_optional_file_name_validates_when_present() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py171def test_require_hook_content_enforces_length() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py179def test_require_dict_and_list_raise_on_wrong_shape() -> None:CODE
LOW⚡migration-kit/tests/test_contracts.py186def test_secret_key_regex_matches_real_keys_not_innocent_words() -> None:CODE
LOWmigration-kit/tests/test_contracts.py13def test_inventory_roundtrips_through_json() -> None:CODE
LOW⚡migration-kit/tests/test_discover.py59def test_finds_claude_md_as_primary(inv: Inventory) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py65def test_subagent_carries_tool_allowlist(inv: Inventory) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py71def test_skill_bundles_sibling_files(inv: Inventory) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py130def test_inline_hook_has_no_bundled_script(inv: Inventory) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py138def test_env_prefix_hook_is_flagged_in_summary(inv: Inventory) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py146def test_unsupported_event_hook_noted_for_manual(inv: Inventory) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py152def test_unresolved_hook_when_script_missing(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py228def test_script_position_only_matches_executable_or_interpreter_arg(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py235def test_script_path_in_echo_argument_is_inline_not_bundled(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py240def test_interpreter_flags_before_script_count_as_extra_args(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py353def test_dangling_refs_flags_only_existing_unbundled_files(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py361def test_dangling_refs_skips_bundled_files(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_discover.py369def test_dangling_refs_resolves_against_multiple_bases(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py32def test_redact_value_catches_embedded_token() -> None:CODE
LOWmigration-kit/tests/test_discover.py39def test_redact_catches_embedded_token_under_innocuous_key() -> None:CODE
LOWmigration-kit/tests/test_discover.py83def test_local_tool_bundles_script(inv: Inventory) -> None:CODE
LOWmigration-kit/tests/test_discover.py91def test_mcp_stdio_and_remote(inv: Inventory) -> None:CODE
LOWmigration-kit/tests/test_discover.py102def test_mcp_secret_env_is_redacted(inv: Inventory) -> None:CODE
LOWmigration-kit/tests/test_discover.py167def test_same_hook_slot_in_two_config_files_gets_distinct_ids(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py178def test_empty_or_env_only_command_is_unresolved(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py193def test_bundled_hook_resolves_with_relative_root(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWmigration-kit/tests/test_discover.py251def test_bundled_script_through_symlinked_root_alias_does_not_crash(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py272def test_inline_env_prefix_is_not_flagged(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py286def test_hook_command_inline_secret_redacted(inv: Inventory) -> None:CODE
LOWmigration-kit/tests/test_discover.py293def test_body_secret_warned_but_left_intact(inv: Inventory) -> None:CODE
LOWmigration-kit/tests/test_discover.py308def test_no_structured_secret_leaks_in_serialized_inventory(inv: Inventory) -> None:CODE
LOWmigration-kit/tests/test_discover.py315def test_symlink_escaping_source_is_not_bundled(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py332def test_symlinked_skill_dir_is_skipped(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py382def test_dangling_refs_ignores_root_escaping_ref(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py387def test_discover_warns_on_dangling_command_reference(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py399def test_discover_flags_ref_captured_as_separate_item(tmp_path: Path) -> None:CODE
LOWmigration-kit/tests/test_discover.py413def test_fixture_skill_flags_repo_root_tool_reference(inv: Inventory) -> None:CODE
LOWmigration-kit/tests/test_installer.py18def test_writes_allowlist_as_siblings(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_installer.py37def test_unsafe_paths_are_rejected(tmp_path: Path, rel: str) -> None:CODE
LOW⚡migration-kit/tests/test_installer.py42def test_path_outside_allowlist_is_rejected(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_installer.py47def test_destination_symlink_is_rejected(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_installer.py56def test_file_destination_is_rejected(tmp_path: Path) -> None:CODE
LOW⚡migration-kit/tests/test_installer.py63def test_nonempty_destination_requires_force(tmp_path: Path) -> None:CODE
2735 more matches not shown…
Magic Placeholder Names212 hits · 1412 pts
SeverityFileLineSnippetContext
HIGHplatform/backend/src/services/mcp-reinstall.test.ts988 default: "your-api-key",CODE
HIGH⚡mcp-catalog/data/mcp-evaluations/dataeval__dingo.json44 "readme": "<div align=\"center\" xmlns=\"http://www.w3.org/1999/html\">\n<!-- logo -->\n<p align=\"center\">\n <img sCODE
HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json35 "readme": "# Video Editor MCP server\n\n[![Video Jungle MCP Server](./assets/create-edit.png)](https://www.video-junglCODE
HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json35 "readme": "# Video Editor MCP server\n\n[![Video Jungle MCP Server](./assets/create-edit.png)](https://www.video-junglCODE
HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json41 "args": ["run", "video-editor-mcp", "YOURAPIKEY"],CODE
HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json46 "args": ["run", "video-editor-mcp", "YOURAPIKEY"],CODE
HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json53 "args": ["video-editor-mcp", "YOURAPIKEY"],CODE
HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json58 "args": ["--directory", "/Users/YOURDIRECTORY/video-editor-mcp", "run", "video-editor-mcp", "YOURAPIKEY"],CODE
HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json63 "args": ["--directory", "/Users/<PATH_TO>/video-jungle-mcp", "run", "video-editor-mcp", "<YOURAPIKEY>"],CODE
HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json63 "args": ["--directory", "/Users/<PATH_TO>/video-jungle-mcp", "run", "video-editor-mcp", "<YOURAPIKEY>"],CODE
HIGH…ata/mcp-evaluations/burningion__video-editing-mcp.json77 "YOURAPIKEY"CODE
HIGH⚡…a/mcp-evaluations/conechoai__openai-websearch-mcp.json28 "readme": "# OpenAI WebSearch MCP Server\n\nThis MCP server provides access to OpenAI's websearch functionality througCODE
HIGH⚡…a/mcp-evaluations/conechoai__openai-websearch-mcp.json36 "OPENAI_API_KEY": "your-api-key-here"CODE
HIGH⚡…a/mcp-evaluations/conechoai__openai-websearch-mcp.json43 "OPENAI_API_KEY": "your-api-key-here"CODE
HIGH⚡…p-evaluations/alchemyplatform__alchemy-mcp-server.json29 "readme": "# Alchemy MCP Server\n\nA Model Context Protocol (MCP) server that enables AI agents to interact with AlcheCODE
HIGH⚡…p-evaluations/alchemyplatform__alchemy-mcp-server.json37 "ALCHEMY_API_KEY": "YOUR_API_KEY"CODE
HIGH⚡…aluations/devflowinc__trieve__clients__mcp-server.json45 "readme": "# trieve-mcp-server\n\n[![smithery badge](https://smithery.ai/badge/trieve-mcp-server)](https://smithery.aiCODE
HIGH…aluations/devflowinc__trieve__clients__mcp-server.json63 "<your-api-key>",CODE
HIGH⚡…ons/ycloud-developers__ycloud-whatsapp-mcp-server.json44 "readme": "# YCloud WhatsApp API MCP 服务器\n\n[English](README-en.md) | 中文\n\n这是一个基于[Model Context Protocol (MCP)](httpsCODE
HIGH⚡…ons/ycloud-developers__ycloud-whatsapp-mcp-server.json53 "API_HEADERS": "X-API-Key:your-api-key-here"CODE
HIGH⚡…ons/ycloud-developers__ycloud-whatsapp-mcp-server.json61 "API_HEADERS": "X-API-Key:your-api-key-here"CODE
HIGH…log/data/mcp-evaluations/burtthecoder__mcp-shodan.json28 "readme": "# Shodan MCP Server\n\n[![smithery badge](https://smithery.ai/badge/@burtthecoder/mcp-shodan)](https://smitCODE
HIGH…/data/mcp-evaluations/integromat__make-mcp-server.json42 "readme": "# Make MCP Server (legacy)\n\n**A modern, cloud-based version of the Make MCP Server is now available. For CODE
HIGH…/data/mcp-evaluations/integromat__make-mcp-server.json50 "MAKE_API_KEY": "<your-api-key>",CODE
HIGH⚡…log/data/mcp-evaluations/tacticlaunch__mcp-linear.json28 "readme": "<p align=\"center\">\n <img src=\"https://github.com/tacticlaunch/mcp-linear/blob/main/docs/linear-app-icoCODE
HIGH⚡…log/data/mcp-evaluations/tacticlaunch__mcp-linear.json36 "LINEAR_API_TOKEN": "<YOUR_TOKEN>"CODE
HIGH…og/data/mcp-evaluations/intruder-io__intruder-mcp.json28 "readme": "# Intruder MCP\n\nLet MCP clients like Claude and Cursor control [Intruder](https://www.intruder.io/). For CODE
HIGH…og/data/mcp-evaluations/intruder-io__intruder-mcp.json36 "INTRUDER_API_KEY": "your-api-key"CODE
HIGH…og/data/mcp-evaluations/intruder-io__intruder-mcp.json48 "INTRUDER_API_KEY=<your-api-key>",CODE
HIGH…og/data/mcp-evaluations/intruder-io__intruder-mcp.json52 "INTRUDER_API_KEY": "<your-api-key>"CODE
HIGH⚡…og/data/mcp-evaluations/doggybee__mcp-server-ccxt.json108 "readme": "# CCXT MCP Server\n\n<img src=\"assets/ccxt-logo.png\" alt=\"CCXT Logo\" width=\"100\" height=\"100\"/>\n\nCODE
HIGH⚡…p-catalog/data/mcp-evaluations/fastnai__mcp-fastn.json20 "readme": "# Unified Context Layer (UCL) MCP Server\n\nUnified Context Layer (UCL) is a multi-tenant Model Context ProCODE
HIGH…p-catalog/data/mcp-evaluations/fastnai__mcp-fastn.json76 "args": ["--api_key", "YOUR_API_KEY", "--space_id", "YOUR_WORKSPACE_ID"]CODE
HIGH…p-catalog/data/mcp-evaluations/fastnai__mcp-fastn.json90 "YOUR_API_KEY",CODE
HIGH…p-catalog/data/mcp-evaluations/fastnai__mcp-fastn.json114 "API_KEY": "YOUR_API_KEY",CODE
HIGH…p-catalog/data/mcp-evaluations/fastnai__mcp-fastn.json129 "API_KEY=YOUR_API_KEY",CODE
HIGH…p-catalog/data/mcp-evaluations/fastnai__mcp-fastn.json141 "API_KEY": "YOUR_API_KEY",CODE
HIGH⚡…a/mcp-evaluations/chanmeng666__server-google-news.json28 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/chanmeng666-server-google-news-badge.png)](httpCODE
HIGH⚡…a/mcp-evaluations/chanmeng666__server-google-news.json36 "SERP_API_KEY": "your-api-key"CODE
HIGH⚡…a/mcp-evaluations/chanmeng666__server-google-news.json43 "SERP_API_KEY": "your-api-key"CODE
HIGH…log/data/mcp-evaluations/kukapay__blocknative-mcp.json28 "readme": "# Blocknative MCP Server\n\nAn MCP server that provides real-time gas price predictions across multiple bloCODE
HIGHmcp-catalog/data/mcp-evaluations/apecloud__aperag.json24 "description": "A valid API key from your ApeRAG settings. Important: Replace 'your-api-key-here' with a valid APICODE
HIGH⚡mcp-catalog/data/mcp-evaluations/apecloud__aperag.json36 "readme": "# ApeRAG\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/apecloud/ApeRAG)](https://archCODE
HIGH…/data/mcp-evaluations/bright8192__esxi-mcp-server.json103 "readme": "# ESXi MCP Server\n\nA VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providiCODE
HIGHmcp-catalog/data/mcp-evaluations/tumf__web3-mcp.json24 "description": "Your Ankr RPC endpoint (e.g., https://rpc.ankr.com/your_api_key)",CODE
HIGH⚡…data/mcp-evaluations/khan2a__telephony-mcp-server.json87 "readme": "![Black](https://github.com/khan2a/telephony-mcp-server/actions/workflows/01-black.yml/badge.svg)\n![Ruff](CODE
HIGH⚡…og/data/mcp-evaluations/ragieai__ragie-mcp-server.json49 "readme": "![image](https://github.com/user-attachments/assets/75e80f87-f39e-4f10-8c97-bbc848bbed82)\n\n\n# Ragie ModeCODE
HIGH⚡…og/data/mcp-evaluations/ragieai__ragie-mcp-server.json57 "RAGIE_API_KEY": "your_api_key"CODE
HIGH⚡…og/data/mcp-evaluations/ragieai__ragie-mcp-server.json64 "RAGIE_API_KEY": "your_api_key"CODE
HIGH⚡…og/data/mcp-evaluations/ragieai__ragie-mcp-server.json71 "RAGIE_API_KEY": "your_api_key"CODE
HIGH⚡…og/data/mcp-evaluations/ragieai__ragie-mcp-server.json84 "RAGIE_API_KEY": "your_api_key"CODE
HIGH⚡…og/data/mcp-evaluations/ragieai__ragie-mcp-server.json91 "RAGIE_API_KEY": "your_api_key"CODE
HIGH⚡…og/data/mcp-evaluations/ragieai__ragie-mcp-server.json98 "RAGIE_API_KEY": "your_api_key"CODE
HIGH⚡…og/data/mcp-evaluations/panther-labs__mcp-panther.json35 "readme": "# Panther MCP Server\n\n[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astrCODE
HIGH…alog/data/mcp-evaluations/effytech__freshdesk_mcp.json36 "readme": "# Freshdesk MCP Server\n[![smithery badge](https://smithery.ai/badge/@effytech/freshdesk_mcp)](https://smitCODE
HIGH…alog/data/mcp-evaluations/effytech__freshdesk_mcp.json53 "FRESHDESK_API_KEY=<your_api_key>",CODE
HIGH…alog/data/mcp-evaluations/effytech__freshdesk_mcp.json58 "FRESHDESK_API_KEY": "<your_api_key>",CODE
HIGH⚡…/data/mcp-evaluations/offorte__offorte-mcp-server.json44 "readme": "# Offorte MCP Server <!-- omit in toc -->\n\nMCP server for Offorte - Create & send proposals using AI.\n\nCODE
HIGH⚡…/data/mcp-evaluations/offorte__offorte-mcp-server.json53 "OFFORTE_API_KEY": "<YOUR_TOKEN>"CODE
HIGH⚡…/data/mcp-evaluations/offorte__offorte-mcp-server.json61 "OFFORTE_API_KEY": "<YOUR_TOKEN>"CODE
152 more matches not shown…
AI Slop Vocabulary548 hits · 1357 pts
SeverityFileLineSnippetContext
MEDIUM…omponents/app-session-recording/app-session-player.tsx3257 // One seamless field-in-a-card: the textarea carries no chrome of itsCOMMENT
MEDIUM…atform/backend/src/skills/skill-catalog.generated.json544[17,"plugins/dotnet-maui/skills/maui-data-binding","maui-data-binding","Guidance for .NET MAUI XAML and C# data bindingsCODE
MEDIUM…atform/backend/src/skills/skill-catalog.generated.json805[25,"skills/csharp-docs","csharp-docs","Ensure that C# types are documented with XML comments and follow best practices CODE
MEDIUM…atform/backend/src/skills/skill-catalog.generated.json823[25,"skills/dotnet-best-practices","dotnet-best-practices","Ensure .NET/C# code meets best practices for the solution/prCODE
MEDIUM…form/backend/src/routes/chat/model-fetchers/bedrock.ts288 // Authoritative underlying model for pricing — more robust than parsingCOMMENT
MEDIUM…rm/backend/src/services/apps/app-sdk-injection.test.ts25// brace-matched depth scan over the comment-stripped body (robust to reformatting,COMMENT
MEDIUMplatform/e2e-tests/tests/mcp-install.spec.ts339 // and rename" — match any to keep the test robust.COMMENT
MEDIUMplatform/scripts/e2e-lite.sh2# Lite e2e harness: the platform as one quickstart-mode container plusCOMMENT
MEDIUMplatform/scripts/e2e-lite.sh113 # The harness owns these host ports. A dev stack (tilt up / pnpm dev) usesCOMMENT
MEDIUMplatform/helm/e2e-tests/values.yaml71 # shared with the lite e2e harness which docker-mounts the same file.COMMENT
MEDIUMplatform/helm/e2e-tests/templates/keycloak.yaml126 # inline document: the lite e2e harness docker-mounts the same file, so theCOMMENT
MEDIUMmcp-catalog/data/mcp-evaluations/joelio__stocky.json36 "readme": "# <div align=\"center\">![Stocky Logo](STOCKY.png)<br/>Stocky<br/>*Find beautiful royalty-free stock imagesCODE
MEDIUM…ta/mcp-evaluations/takashiishida__arxiv-latex-mcp.json18 "readme": "# arxiv-latex MCP Server\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opCODE
MEDIUM…ta/mcp-evaluations/takashiishida__arxiv-latex-mcp.json18 "readme": "# arxiv-latex MCP Server\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/dataeval__dingo.json44 "readme": "<div align=\"center\" xmlns=\"http://www.w3.org/1999/html\">\n<!-- logo -->\n<p align=\"center\">\n <img sCODE
MEDIUM…/data/mcp-evaluations/fosdickio__binary_ninja_mcp.json18 "readme": "# Binary Ninja MCP <img src=\"images/binja.png\" height=\"24\" style=\"margin-left: 5px; vertical-align: miCODE
MEDIUM…data/mcp-evaluations/haris-musa__excel-mcp-server.json38 "readme": "<p align=\"center\">\n <img src=\"https://raw.githubusercontent.com/haris-musa/excel-mcp-server/main/assetCODE
MEDIUM…talog/data/mcp-evaluations/vivekvells__mcp-pandoc.json18 "readme": "[![Downloads](https://img.shields.io/pypi/dm/mcp-pandoc.svg)](https://pypi.python.org/pypi/mcp-pandoc)\n[![CODE
MEDIUM…ta/mcp-evaluations/deadletterq__mcp-opennutrition.json18 "readme": "# MCP OpenNutrition\n\nA Model Context Protocol (MCP) server providing access to the comprehensive OpenNutrCODE
MEDIUM…atalog/data/mcp-evaluations/ydb-platform__ydb-mcp.json108 "readme": "# YDB MCP\n---\n[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://github.comCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/nwiizo__tfmcp.json94 "readme": "# tfmcp: Terraform Model Context Protocol Tool\n\n*⚠️ This project includes production-ready security featCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/nwiizo__tfmcp.json94 "readme": "# tfmcp: Terraform Model Context Protocol Tool\n\n*⚠️ This project includes production-ready security featCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/nwiizo__tfmcp.json94 "readme": "# tfmcp: Terraform Model Context Protocol Tool\n\n*⚠️ This project includes production-ready security featCODE
MEDIUM⚡…talog/data/mcp-evaluations/janreges__ai-distiller.json18 "readme": "# AI Distiller (`aid`)\n\n> **Note:** This is the very first version of this tool. We would be very gratefuCODE
MEDIUM⚡…talog/data/mcp-evaluations/janreges__ai-distiller.json18 "readme": "# AI Distiller (`aid`)\n\n> **Note:** This is the very first version of this tool. We would be very gratefuCODE
MEDIUM⚡…catalog/data/mcp-evaluations/r-huijts__strava-mcp.json59 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/r-huijts-strava-mcp-badge.png)](https://mseep.aCODE
MEDIUM⚡…catalog/data/mcp-evaluations/r-huijts__strava-mcp.json59 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/r-huijts-strava-mcp-badge.png)](https://mseep.aCODE
LOW…talog/data/mcp-evaluations/patrickpalmer__mayamcp.json18 "readme": "# Maya MCP\r\nModel Context Protocol (MCP) server implementation for Autodesk Maya\r\n\r\nTested with Maya CODE
MEDIUM…p-evaluations/jagan-shanmugam__open-streetmap-mcp.json18 "readme": "# OpenStreetMap (OSM) MCP Server\n\nAn OpenStreetMap MCP server implementation that enhances LLM capabilitiCODE
MEDIUM⚡…mcp-evaluations/samuelgursky__davinci-resolve-mcp.json41 "readme": "# DaVinci Resolve MCP Server\n\n[![Version](https://img.shields.io/badge/version-1.3.8-blue.svg)](https://gCODE
MEDIUM⚡…mcp-evaluations/samuelgursky__davinci-resolve-mcp.json41 "readme": "# DaVinci Resolve MCP Server\n\n[![Version](https://img.shields.io/badge/version-1.3.8-blue.svg)](https://gCODE
MEDIUM⚡…mcp-evaluations/samuelgursky__davinci-resolve-mcp.json41 "readme": "# DaVinci Resolve MCP Server\n\n[![Version](https://img.shields.io/badge/version-1.3.8-blue.svg)](https://gCODE
MEDIUM…p-catalog/data/mcp-evaluations/jen6__ticktick-mcp.json60 "readme": "# TickTick MCP Server\n\n<!-- Add relevant badges here -->\n[![License: MIT](https://img.shields.io/badge/LCODE
MEDIUMmcp-catalog/data/mcp-evaluations/stass__exif-mcp.json18 "readme": "# exif-mcp\n\nAn MCP server that allows LLMs (or humans) to read image metadata on-demand, entirely offlineCODE
MEDIUMmcp-catalog/data/mcp-evaluations/stass__exif-mcp.json18 "readme": "# exif-mcp\n\nAn MCP server that allows LLMs (or humans) to read image metadata on-demand, entirely offlineCODE
MEDIUM⚡…uations/couchbase-ecosystem__mcp-server-couchbase.json81 "readme": "# Couchbase MCP Server\n\nAn [MCP](https://modelcontextprotocol.io/) server implementation of Couchbase thaCODE
MEDIUMmcp-catalog/data/mcp-evaluations/altinoren__utopia.json18 "readme": "# Utopia MCP Server\n\nUtopia is a simulation MCP Server designed to test and experiment with common househCODE
MEDIUM⚡…ta/mcp-evaluations/vitorpavinato__ncbi-mcp-server.json36 "readme": "# NCBI Literature Search MCP Server\n\nA Model Context Protocol (MCP) server for searching NCBI databases, CODE
MEDIUM⚡…ta/mcp-evaluations/vitorpavinato__ncbi-mcp-server.json36 "readme": "# NCBI Literature Search MCP Server\n\nA Model Context Protocol (MCP) server for searching NCBI databases, CODE
MEDIUM…g/data/mcp-evaluations/davidlin2k__pox-mcp-server.json28 "readme": "# POX MCP Server\n\n## Overview\nA Model Context Protocol (MCP) server implementation that provides networkCODE
MEDIUM…uations/chargebee__agentkit__modelcontextprotocol.json19 "readme": "# Chargebee Model Context Protocol (MCP) Server\n\n![MCP Chargebee](https://img.shields.io/badge/MCP-ChargeCODE
MEDIUM…uations/chargebee__agentkit__modelcontextprotocol.json19 "readme": "# Chargebee Model Context Protocol (MCP) Server\n\n![MCP Chargebee](https://img.shields.io/badge/MCP-ChargeCODE
MEDIUM⚡…log/data/mcp-evaluations/codergamester__mcp-unity.json18 "readme": "# MCP Unity Editor (Game Engine)\n\n[![](https://badge.mcpx.dev?status=on 'MCP Enabled')](https://modelcontCODE
MEDIUM⚡…log/data/mcp-evaluations/codergamester__mcp-unity.json18 "readme": "# MCP Unity Editor (Game Engine)\n\n[![](https://badge.mcpx.dev?status=on 'MCP Enabled')](https://modelcontCODE
MEDIUM⚡…cp-evaluations/sapientpants__sonarqube-mcp-server.json67 "readme": "# SonarQube MCP Server\n\n[![CI](https://github.com/sapientpants/sonarqube-mcp-server/actions/workflows/ci.CODE
MEDIUM⚡…cp-evaluations/sapientpants__sonarqube-mcp-server.json67 "readme": "# SonarQube MCP Server\n\n[![CI](https://github.com/sapientpants/sonarqube-mcp-server/actions/workflows/ci.CODE
LOW⚡…cp-evaluations/sapientpants__sonarqube-mcp-server.json67 "readme": "# SonarQube MCP Server\n\n[![CI](https://github.com/sapientpants/sonarqube-mcp-server/actions/workflows/ci.CODE
MEDIUMmcp-catalog/data/mcp-evaluations/romthpt__mcp-xrpl.json36 "readme": "# XRP Ledger Model Context Protocol Server\n\n[![MCP Server](https://glama.ai/mcp/servers/%40RomThpt/mcp-xrCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/mahdin75__gis-mcp.json18 "readme": "# GIS MCP Server\n\n<div align=\"center\">\n <h3>✨ Want to perform accurate geospatial analysis in your chCODE
MEDIUM…mcp-evaluations/mcpdotdirect__starknet-mcp-server.json18 "readme": "# Starknet MCP Server\n\n[![smithery badge](https://smithery.ai/badge/@mcpdotdirect/starknet-mcp-server)](hCODE
MEDIUM⚡…catalog/data/mcp-evaluations/lfnovo__content-core.json18 "readme": "# Content Core\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensourceCODE
MEDIUM⚡…catalog/data/mcp-evaluations/lfnovo__content-core.json18 "readme": "# Content Core\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensourceCODE
MEDIUM⚡…catalog/data/mcp-evaluations/lfnovo__content-core.json18 "readme": "# Content Core\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensourceCODE
MEDIUM…g/data/mcp-evaluations/r-huijts__firstcycling-mcp.json18 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/r-huijts-firstcycling-mcp-badge.png)](https://mCODE
MEDIUM…/hannesrudolph__imessage-query-fastmcp-mcp-server.json28 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/hannesrudolph-imessage-query-fastmcp-mcp-serverCODE
MEDIUM…-catalog/data/mcp-evaluations/hustcc__mcp-mermaid.json51 "readme": "# <img src=\"https://mermaid.js.org/favicon.svg\" height=\"24\"/> MCP Mermaid ![](https://badge.mcpx.dev?tyCODE
MEDIUM…/mcp-evaluations/stefan-xyz__mcp-server-runescape.json18 "readme": "# mcp-server-runescape\n[![npm version](https://badge.fury.io/js/mcp-server-runescape.svg)](https://badge.fCODE
MEDIUM…alog/data/mcp-evaluations/sdglbl__mcp-claude-code.json18 "readme": "# MCP Claude Code\n\nAn implementation of Claude Code capabilities using the Model Context Protocol (MCP).\CODE
MEDIUM…alog/data/mcp-evaluations/sdglbl__mcp-claude-code.json18 "readme": "# MCP Claude Code\n\nAn implementation of Claude Code capabilities using the Model Context Protocol (MCP).\CODE
MEDIUM…log/data/mcp-evaluations/burtthecoder__mcp-shodan.json28 "readme": "# Shodan MCP Server\n\n[![smithery badge](https://smithery.ai/badge/@burtthecoder/mcp-shodan)](https://smitCODE
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Modern AI Meta-Vocabulary192 hits · 516 pts
SeverityFileLineSnippetContext
MEDIUMREADME.md64- 🛡️ **Deterministic guardrails** for [tool calls](https://archestra.ai/docs/agents/guardrails) andCODE
MEDIUMREADME.md65 [Lethal Trifecta](https://archestra.ai/docs/agents/guardrails#the-lethal-trifecta) protections.CODE
MEDIUMmigration-kit/SKILL.md7# Migrate an agentic PoC to ArchestraCOMMENT
MEDIUMmigration-kit/references/entity-mapping.md114[guardrails policy](https://archestra.ai/docs/agents/guardrails), which this kit does not write — ifCODE
MEDIUMmigration-kit/references/report-template.md43OpenAPPA [guardrails policy](https://archestra.ai/docs/agents/guardrails); this kit does not write it.CODE
MEDIUMplatform/frontend/src/app/connection/connect-page.tsx11// guardrails). A future capability (budgets, audit...) is one more entry inCOMMENT
MEDIUMplatform/frontend/src/app/connection/connect-page.tsx1033 // Three states: Enforced, Not enforced (requests bypass the guardrails andCOMMENT
MEDIUM…tform/frontend/src/app/connection/connect-page-data.ts426 // No setting to read, or guardrails are unavailable: no chip at all.COMMENT
MEDIUM…form/frontend/src/app/mcp/registry/new/page.client.tsx89 // review tools, configure guardrails.COMMENT
MEDIUM…/openappa/_parts/guardrails-deployment-toggle.test.tsx21const url = "http://localhost:9000/api/guardrails-deployment";CODE
MEDIUM…orm/frontend/src/app/apps/_parts/app-create-dialog.tsx22// Seeded as the new app's description so the blank scaffold has a get-startedCOMMENT
MEDIUM…rm/frontend/src/components/chat/chat-messages.utils.ts493 // Owned-app management result (scaffold/edit/render_app): mount theCOMMENT
MEDIUM…rm/frontend/src/components/chat/chat-messages.utils.ts965 // scaffold/edit/render_app is covered too (its raw name is run_tool, whichCOMMENT
MEDIUM…orm/frontend/src/components/chat/compact-tool-call.tsx404 // still-streaming scaffold/edit call) degrades to a plain tool circle.COMMENT
MEDIUM…orm/frontend/src/lib/chat/use-chat-preferences.test.ts679 // agentic use.COMMENT
MEDIUMplatform/backend/src/tokenizers/base.ts42// The same conversation history is re-sent on every agentic turn, so countingCOMMENT
MEDIUMplatform/backend/src/types/app.ts365// template (no html), so the staged authoring flow is scaffold → edit_app.COMMENT
MEDIUMplatform/backend/src/types/app.ts391// Input for the `refine_app` MCP tool: the step between scaffold and edit. ItCOMMENT
MEDIUMplatform/backend/src/task-queue/periodic-tasks.ts74 // Recomposes every organization's effective guardrails policy from its rootCOMMENT
MEDIUMplatform/backend/src/test/openappa-coverage.ts197url = "http://127.0.0.1:9000/api/guardrails-policy/annotators/noop"CODE
MEDIUM…s/browser-stream/websocket/browser-stream.websocket.ts195 // as the chat agentic loop. Closing it here would kill in-flight tool callsCOMMENT
MEDIUM…s/browser-stream/websocket/browser-stream.websocket.ts196 // from the agentic loop, causing AI_MissingToolResultsError.COMMENT
MEDIUMplatform/backend/src/models/tool.ts3726 // Can be explicitly included for guardrails configuration.COMMENT
MEDIUM…atform/backend/src/models/interaction.rollback.test.ts3052 // Gemini request with function response (common in agentic workflows)COMMENT
MEDIUMplatform/backend/src/observability/metrics/llm.ts316 // byte it writes, so preflight (auth, agent resolution, guardrails) counts.COMMENT
MEDIUMplatform/backend/src/openappa/batteries.test.ts771url = "http://127.0.0.1:9000/api/guardrails-policy/annotators/noop"CODE
MEDIUM…end/src/archestra-mcp-server/app-authoring-guidance.ts40// archestra.storage.get). Delivered once at scaffold time rather than repeatedCOMMENT
MEDIUMplatform/backend/src/archestra-mcp-server/apps.test.ts335 // Member may scaffold a personal app...COMMENT
MEDIUMplatform/backend/src/archestra-mcp-server/apps.test.ts859 // trace is the reserved name: a same-name scaffold is told the name isCOMMENT
MEDIUMplatform/backend/src/archestra-mcp-server/apps.test.ts4157 // Forked off the scaffold rather than editing version 1 in place.COMMENT
MEDIUM…estra-mcp-server/apps.progressive-tool-loading.test.ts305 // scaffold bare, then assign the discovered tool after the fact.COMMENT
MEDIUM…/backend/src/archestra-mcp-server/search-tools.test.ts679 // "guardrails policy" matches only the guardrails policy tools, all ofCOMMENT
MEDIUMplatform/backend/src/skills/appa-guide.test.ts179 '\n[externals.annotators.noop]\nurl = "http://127.0.0.1:9000/api/guardrails-policy/annotators/noop"\n';CODE
MEDIUM…atform/backend/src/skills/skill-catalog.generated.json512[17,"plugins/dotnet-ai/skills/mcp-csharp-create","mcp-csharp-create","Create MCP servers using the C# SDK and .NET projeCODE
MEDIUM…atform/backend/src/skills/skill-catalog.generated.json544[17,"plugins/dotnet-maui/skills/maui-data-binding","maui-data-binding","Guidance for .NET MAUI XAML and C# data bindingsCODE
MEDIUM…ckend/src/routes/proxy/responses-refusal-order.test.ts149 // wins, and that snapshot is what the agentic loop dispatches from.COMMENT
MEDIUMplatform/backend/src/routes/proxy/llm-proxy-handler.ts1585 // trajectory; the existing guardrails still evaluate the childCOMMENT
MEDIUMplatform/backend/src/routes/proxy/utils/tools.ts130 // the guardrails page can filter observed tools by user and client. GatewayCOMMENT
MEDIUM…ackend/src/routes/proxy/adapters/ollama-native.test.ts693 // The guardrails key updates by the id `getMessages` handed out, so theCOMMENT
MEDIUMplatform/backend/src/routes/mcp-gateway/utils.test.ts3402 // The rest of the authoring surface (scaffold/read/edit/validate) worksCOMMENT
MEDIUMplatform/backend/src/routes/mcp-gateway/utils.ts967 // the same guardrails — and it keeps an MCP Apps host working when itCOMMENT
MEDIUM…thub-sync/configure.openappa-github-sync.route.test.ts101 "https://api.github.com/repos/example/policies/contents/guardrails/appa.toml",CODE
MEDIUM…thub-sync/configure.openappa-github-sync.route.test.ts710 "https://api.github.com/repos/example/policies/contents/guardrails/appa.toml",CODE
MEDIUM…thub-sync/configure.openappa-github-sync.route.test.ts726 "https://api.github.com/repos/example/policies/contents/guardrails/appa.toml",CODE
MEDIUM…thub-sync/configure.openappa-github-sync.route.test.ts746 "https://api.github.com/repos/example/policies/contents/guardrails/appa.toml",CODE
MEDIUM…thub-sync/configure.openappa-github-sync.route.test.ts874 "https://api.github.com/repos/example/policies/contents/guardrails/appa.toml",CODE
MEDIUM…thub-sync/configure.openappa-github-sync.route.test.ts937 "https://api.github.com/repos/example/policies/contents/guardrails/appa.toml",CODE
MEDIUM…thub-sync/configure.openappa-github-sync.route.test.ts1267 "https://api.github.com/repos/example/policies/contents/guardrails/appa.toml",CODE
MEDIUM…orm/backend/src/services/scheduled-run-conversation.ts346 // agentic loop); its request holds the full history and its response the finalCOMMENT
MEDIUMplatform/backend/src/services/apps/app-run-link.ts3// Kept in one place so scaffold/edit/render/publish surface an identical,COMMENT
MEDIUMplatform/backend/src/services/apps/app-mcp-backing.ts71 // (APP_LAUNCH_TOOL_NAME) so it shows up in the guardrails UI and isCOMMENT
MEDIUMplatform/backend/src/services/apps/app-mcp-backing.ts166 // non-model readers (the guardrails UI) current too.COMMENT
MEDIUMplatform/shared/access-control.ts1655 // Any member: the Connect page shows whether guardrails apply to theirCOMMENT
MEDIUMplatform/archestra-rs/openappa-rs/src/replay.rs635 const NOOP_URL: &str = "http://127.0.0.1:9/api/guardrails-policy/annotators/noop";CODE
MEDIUM…tform/archestra-rs/sandbox-core/src/backends/dagger.rs605/// warm-base user-setup command: scaffold the uv project, create the venv atCOMMENT
MEDIUM⚡mcp-catalog/data/mcp-evaluations/dataeval__dingo.json44 "readme": "<div align=\"center\" xmlns=\"http://www.w3.org/1999/html\">\n<!-- logo -->\n<p align=\"center\">\n <img sCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/dataeval__dingo.json44 "readme": "<div align=\"center\" xmlns=\"http://www.w3.org/1999/html\">\n<!-- logo -->\n<p align=\"center\">\n <img sCODE
MEDIUM⚡…a/mcp-evaluations/conechoai__openai-websearch-mcp.json28 "readme": "# OpenAI WebSearch MCP Server\n\nThis MCP server provides access to OpenAI's websearch functionality througCODE
MEDIUM⚡…talog/data/mcp-evaluations/janreges__ai-distiller.json18 "readme": "# AI Distiller (`aid`)\n\n> **Note:** This is the very first version of this tool. We would be very gratefuCODE
MEDIUM⚡…talog/data/mcp-evaluations/janreges__ai-distiller.json18 "readme": "# AI Distiller (`aid`)\n\n> **Note:** This is the very first version of this tool. We would be very gratefuCODE
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Slop Phrases193 hits · 427 pts
SeverityFileLineSnippetContext
MEDIUM…ackend/src/utils/structured-output-repair.unit.test.ts33 '{"scores": [{"index": 0, "score": 9}]}\n```\nLet me know if you need more.',CODE
MEDIUMmcp-catalog/data/mcp-evaluations/joelio__stocky.json36 "readme": "# <div align=\"center\">![Stocky Logo](STOCKY.png)<br/>Stocky<br/>*Find beautiful royalty-free stock imagesCODE
MEDIUM…alog/data/mcp-evaluations/mahdin75__geoserver-mcp.json45 "readme": "# GeoServer MCP Server\n\n<p align=\"center\">\n <img src=\"https://badge.mcpx.dev?type=server\" title=\"MCODE
MEDIUM…uations/automata-labs-team__mcp-server-playwright.json19 "readme": "<h1 align=\"center\">MCP Server Playwright</h1>\n<p align=\"center\">\n <a href=\"https://www.automatalabsCODE
MEDIUM…talog/data/mcp-evaluations/vivekvells__mcp-pandoc.json18 "readme": "[![Downloads](https://img.shields.io/pypi/dm/mcp-pandoc.svg)](https://pypi.python.org/pypi/mcp-pandoc)\n[![CODE
MEDIUM⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json35 "readme": "# Video Editor MCP server\n\n[![Video Jungle MCP Server](./assets/create-edit.png)](https://www.video-junglCODE
MEDIUM…delcontextprotocol__servers-archived__src__sentry.json18 "readme": "# mcp-server-sentry: A Sentry MCP server\n\n## Overview\n\nA Model Context Protocol server for retrieving aCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/nwiizo__tfmcp.json94 "readme": "# tfmcp: Terraform Model Context Protocol Tool\n\n*⚠️ This project includes production-ready security featCODE
MEDIUM…data/mcp-evaluations/misiektoja__kill-process-mcp.json18 "readme": "# kill-process-mcp 🔫\n\nCross-platform **MCP** (Model Context Protocol) server exposing tools to **list andCODE
LOW⚡…catalog/data/mcp-evaluations/r-huijts__strava-mcp.json59 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/r-huijts-strava-mcp-badge.png)](https://mseep.aCODE
MEDIUM⚡…p-evaluations/alchemyplatform__alchemy-mcp-server.json29 "readme": "# Alchemy MCP Server\n\nA Model Context Protocol (MCP) server that enables AI agents to interact with AlcheCODE
MEDIUM⚡…uations/couchbase-ecosystem__mcp-server-couchbase.json81 "readme": "# Couchbase MCP Server\n\nAn [MCP](https://modelcontextprotocol.io/) server implementation of Couchbase thaCODE
MEDIUM⚡…ta/mcp-evaluations/vitorpavinato__ncbi-mcp-server.json36 "readme": "# NCBI Literature Search MCP Server\n\nA Model Context Protocol (MCP) server for searching NCBI databases, CODE
LOW⚡…log/data/mcp-evaluations/codergamester__mcp-unity.json18 "readme": "# MCP Unity Editor (Game Engine)\n\n[![](https://badge.mcpx.dev?status=on 'MCP Enabled')](https://modelcontCODE
MEDIUMmcp-catalog/data/mcp-evaluations/romthpt__mcp-xrpl.json36 "readme": "# XRP Ledger Model Context Protocol Server\n\n[![MCP Server](https://glama.ai/mcp/servers/%40RomThpt/mcp-xrCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/mahdin75__gis-mcp.json18 "readme": "# GIS MCP Server\n\n<div align=\"center\">\n <h3>✨ Want to perform accurate geospatial analysis in your chCODE
LOW⚡mcp-catalog/data/mcp-evaluations/mahdin75__gis-mcp.json18 "readme": "# GIS MCP Server\n\n<div align=\"center\">\n <h3>✨ Want to perform accurate geospatial analysis in your chCODE
MEDIUM…mcp-evaluations/mcpdotdirect__starknet-mcp-server.json18 "readme": "# Starknet MCP Server\n\n[![smithery badge](https://smithery.ai/badge/@mcpdotdirect/starknet-mcp-server)](hCODE
MEDIUM…g/data/mcp-evaluations/r-huijts__firstcycling-mcp.json18 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/r-huijts-firstcycling-mcp-badge.png)](https://mCODE
MEDIUM…-catalog/data/mcp-evaluations/hustcc__mcp-mermaid.json51 "readme": "# <img src=\"https://mermaid.js.org/favicon.svg\" height=\"24\"/> MCP Mermaid ![](https://badge.mcpx.dev?tyCODE
MEDIUM⚡…mcp-evaluations/wonderwhy-er__desktopcommandermcp.json18 "readme": "# Desktop Commander MCP\n### Search, update, manage files and run terminal commands with AI\n\n[![npm downlCODE
MEDIUM⚡…mcp-evaluations/wonderwhy-er__desktopcommandermcp.json18 "readme": "# Desktop Commander MCP\n### Search, update, manage files and run terminal commands with AI\n\n[![npm downlCODE
LOW…ata/mcp-evaluations/makenotion__notion-mcp-server.json18 "readme": "# Notion MCP Server\n\n> [!NOTE] \n> \n> We’ve introduced **Notion MCP**, a remote MCP server with the follCODE
MEDIUM…ata/mcp-evaluations/makenotion__notion-mcp-server.json18 "readme": "# Notion MCP Server\n\n> [!NOTE] \n> \n> We’ve introduced **Notion MCP**, a remote MCP server with the follCODE
MEDIUM…a/mcp-evaluations/yuchenssr__multi-ai-advisor-mcp.json84 "readme": "# Multi-Model Advisor\n## (锵锵四人行)\n\n[![smithery badge](https://smithery.ai/badge/@YuChenSSR/multi-ai-advisCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/awslabs__mcp.json18 "readme": "# AWS MCP Servers\n\nA suite of specialized MCP servers that help you get the most out of AWS, wherever youCODE
MEDIUMmcp-catalog/data/mcp-evaluations/ezyang__codemcp.json33 "readme": "# codemcp\n\nMake Claude Desktop a pair programming assistant by installing codemcp. With\nit, you can dirCODE
MEDIUM⚡…log/data/mcp-evaluations/tacticlaunch__mcp-linear.json28 "readme": "<p align=\"center\">\n <img src=\"https://github.com/tacticlaunch/mcp-linear/blob/main/docs/linear-app-icoCODE
MEDIUM…log/data/mcp-evaluations/gwbischof__outsource-mcp.json181 "readme": "# Outsource MCP\n\nAn MCP (Model Context Protocol) server that enables AI applications to outsource tasks tCODE
MEDIUM…ations/modelcontextprotocol__servers__src__memory.json28 "readme": "# Knowledge Graph Memory Server\n\nA basic implementation of persistent memory using a local knowledge grapCODE
MEDIUM…g/data/mcp-evaluations/willvelida__mcp-afl-server.json18 "readme": "# 🏈 AFL (Australian Football League) MCP Server\n\nThis is a Model Context Protocol (MCP) server that proviCODE
MEDIUM…log/data/mcp-evaluations/zinja-coder__jadx-ai-mcp.json18 "readme": "<div align=\"center\">\n\n# JADX-AI-MCP (Part of Zin MCP Suite)\n\n⚡ Fully automated MCP server + JADX plugCODE
MEDIUM⚡…og/data/mcp-evaluations/doggybee__mcp-server-ccxt.json108 "readme": "# CCXT MCP Server\n\n<img src=\"assets/ccxt-logo.png\" alt=\"CCXT Logo\" width=\"100\" height=\"100\"/>\n\nCODE
MEDIUM…alog/data/mcp-evaluations/dealexpress__mcp-server.json44 "readme": "# @dealx/mcp-server\n\nThis is a Model Context Protocol (MCP) server for the [DealX platform](https://dealxCODE
MEDIUM⚡…-evaluations/circleci-public__mcp-server-circleci.json36 "readme": "# CircleCI MCP Server\n\n[![GitHub](https://img.shields.io/github/license/CircleCI-Public/mcp-server-circleCODE
MEDIUM⚡…log/data/mcp-evaluations/iunera__druid-mcp-server.json40 "readme": "# Druid MCP Server\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/iunera/druid-mcp-serCODE
MEDIUM⚡…p-catalog/data/mcp-evaluations/mmntm__weblate-mcp.json64 "readme": "# Weblate MCP Server\n\nA [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provCODE
LOW…alog/data/mcp-evaluations/chemiguel23__memorymesh.json18 "readme": "# MemoryMesh\n[![Release](https://img.shields.io/badge/Release-v0.2.8-blue.svg)](./CHANGELOG.md)\n[![smitheCODE
MEDIUM…-catalog/data/mcp-evaluations/furey__mongodb-lens.json19 "readme": "# MongoDB Lens\n\n[![License](https://img.shields.io/github/license/furey/mongodb-lens)](./LICENSE)\n[![DocCODE
MEDIUM…s/microsoft__markitdown__packages__markitdown-mcp.json18 "readme": "# MarkItDown-MCP\n\n[![PyPI](https://img.shields.io/pypi/v/markitdown-mcp.svg)](https://pypi.org/project/maCODE
MEDIUM…delcontextprotocol__servers-archived__src__sqlite.json18 "readme": "# SQLite MCP Server\n\n## Overview\nA Model Context Protocol (MCP) server implementation that provides dataCODE
MEDIUM⚡…ta/mcp-evaluations/amineelkouhen__mcp-cockroachdb.json89 "readme": "# CockroachDB MCP Server\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opCODE
MEDIUM⚡…a/mcp-evaluations/lamemind__mcp-server-multiverse.json25 "readme": "# Multiverse MCP Server\n\nA middleware server that enables multiple isolated instances of the same MCP serCODE
MEDIUM…g/data/mcp-evaluations/clickhouse__mcp-clickhouse.json117 "readme": "# ClickHouse MCP Server\n\n[![PyPI - Version](https://img.shields.io/pypi/v/mcp-clickhouse)](https://pypi.oCODE
LOW…/mcp-evaluations/lucygoodchild__mcp-national-rail.json36 "readme": "[![smithery badge](https://smithery.ai/badge/@lucygoodchild/mcp-national-rail)](https://smithery.ai/server/CODE
MEDIUM⚡…tions/victoriametrics-community__mcp-victorialogs.json58 "readme": "# VictoriaLogs MCP Server\n\n[![Latest Release](https://img.shields.io/github/v/release/VictoriaMetrics-ComCODE
MEDIUM…-catalog/data/mcp-evaluations/hustcc__mcp-echarts.json68 "readme": "# <img src=\"https://echarts.apache.org/zh/images/favicon.png\" height=\"24\"/> MCP ECharts ![](https://badCODE
LOW…og/data/mcp-evaluations/ttommyth__interactive-mcp.json40 "readme": "# interactive-mcp\n\n[![npm version](https://img.shields.io/npm/v/interactive-mcp)](https://www.npmjs.com/pCODE
MEDIUM⚡…log/data/mcp-evaluations/apify__actors-mcp-server.json28 "readme": "<h1 align=\"center\">\n <a href=\"https://mcp.apify.com\">\n <picture>\n <source mediaCODE
MEDIUM⚡…log/data/mcp-evaluations/apify__actors-mcp-server.json28 "readme": "<h1 align=\"center\">\n <a href=\"https://mcp.apify.com\">\n <picture>\n <source mediaCODE
MEDIUM⚡…data/mcp-evaluations/khan2a__telephony-mcp-server.json87 "readme": "![Black](https://github.com/khan2a/telephony-mcp-server/actions/workflows/01-black.yml/badge.svg)\n![Ruff](CODE
MEDIUM⚡…og/data/mcp-evaluations/panther-labs__mcp-panther.json35 "readme": "# Panther MCP Server\n\n[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astrCODE
MEDIUM…/mcp-evaluations/nickclyde__duckduckgo-mcp-server.json27 "readme": "# DuckDuckGo Search MCP Server\n\n[![smithery badge](https://smithery.ai/badge/@nickclyde/duckduckgo-mcp-seCODE
MEDIUM⚡…ntextprotocol__servers-archived__src__google-maps.json28 "readme": "# Google Maps MCP Server\n\nMCP Server for the Google Maps API.\n\n## Tools\n\n1. `maps_geocode`\n\n - CoCODE
MEDIUM…cp-evaluations/vectorize-io__vectorize-mcp-server.json44 "readme": "# Vectorize MCP Server\n\nA Model Context Protocol (MCP) server implementation that integrates with [VectorCODE
MEDIUM⚡…alog/data/mcp-evaluations/zoomeye-ai__mcp_zoomeye.json28 "readme": "# 🚀 ZoomEye MCP Server\n\nA Model Context Protocol (MCP) server that provides network asset information basCODE
MEDIUM…data/mcp-evaluations/mcpdotdirect__evm-mcp-server.json18 "readme": "# EVM MCP Server\n\n![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)\n![EVM Networks](httCODE
MEDIUM…-catalog/data/mcp-evaluations/hmk__box-mcp-server.json60 "readme": "# box-mcp-server\n\n![CI](https://github.com/hmk/box-mcp-server/actions/workflows/jest.yml/badge.svg?branchCODE
LOW…-catalog/data/mcp-evaluations/hmk__box-mcp-server.json60 "readme": "# box-mcp-server\n\n![CI](https://github.com/hmk/box-mcp-server/actions/workflows/jest.yml/badge.svg?branchCODE
MEDIUM⚡…g/data/mcp-evaluations/octomind-dev__octomind-mcp.json72 "readme": "# octomind mcp server: let agents create and manage e2e tests\n\n<img src=\"images/light.png\" alt=\"OctomiCODE
133 more matches not shown…
Over-Commented Block410 hits · 396 pts
SeverityFileLineSnippetContext
LOWplatform/pnpm-workspace.yaml21 "@better-auth/sso": 1.6.22COMMENT
LOWplatform/pnpm-workspace.yaml101 # CVE-2026-101898, CVE-2026-101901, CVE-2026-101903, CVE-2026-101905,COMMENT
LOWplatform/pnpm-workspace.yaml121 picomatch@<4: '>=2.3.2'COMMENT
LOWplatform/pnpm-workspace.yaml141 # fix) keeps its own resolution.COMMENT
LOWplatform/pnpm-workspace.yaml161 '@grpc/grpc-js': '>=1.14.5 <2'COMMENT
LOWplatform/pnpm-workspace.yaml181 # Also resolve private GitHub emails through its verified-email API.COMMENT
LOWplatform/pnpm-workspace.yaml201 # Turbopack cannot resolve the shim's intentionally dynamic import. We use onlyCOMMENT
LOWplatform/mcp_server_docker_image/pyproject.toml21 # python-multipart < 0.0.30: CVE-2026-53539 (uncontrolled resource consumption)COMMENT
LOWplatform/docker/dagger-engine.quickstart.yaml1# Dagger Engine for the quickstart image's embedded KinD cluster.COMMENT
LOWplatform/docker/scripts/docker-entrypoint.sh1#!/bin/shCOMMENT
LOWplatform/frontend/playwright.config.ts81 // (dev/Tiltfile.dev). Without it, a self-started server would shareCOMMENT
LOWplatform/frontend/next.config.ts21 // alongside the main one without colliding on `.next/dev/lock`.COMMENT
LOWplatform/frontend/next.config.ts141 destination: `${MCP_CATALOG_API_BASE_URL}/:path*`,COMMENT
LOWplatform/frontend/src/app/chat/page.client.tsx581 // Carried into createInitialConversation's onSuccess so a new conversationCOMMENT
LOWplatform/frontend/src/app/chat/page.client.tsx3021 // This is a one-shot nudge, intentionally NOT a persistent gate: it fires onlyCOMMENT
LOWplatform/frontend/src/app/chat/page.client.tsx3081 );COMMENT
LOWplatform/frontend/src/app/chat/page.client.tsx3101COMMENT
LOWplatform/frontend/src/app/chat/prompt-input.tsx801 const isQueueingSubmit =COMMENT
LOWplatform/frontend/src/app/connection/connect-page.tsx1"use client";COMMENT
LOW…/frontend/src/app/connection/connect-command-panel.tsx221 const requestedPlatform = searchParams.get("platform");COMMENT
LOW…tend/src/app/mcp/registry/_parts/deployment-status.tsx361 // Determine overall state. Hibernated deployments are healthy (idle-scaled,COMMENT
LOW…end/src/app/mcp/registry/_parts/InternalMCPCatalog.tsx341COMMENT
LOW…ntend/src/app/mcp/registry/_parts/mcp-catalog-form.tsx521 );COMMENT
LOW…_parts/select-mcp-server-credential-type-and-teams.tsx101 { mcpRegistry: ["update"] },COMMENT
LOW…ontend/src/app/mcp/registry/_parts/cascade-decision.ts121 // Hoisted above the serverType branches: remote catalogs rename theirCOMMENT
LOW…m/frontend/src/app/internal-test/msw-handlers/route.ts1// Control endpoint for per-test MSW handler overrides used by PlaywrightCOMMENT
LOW…/frontend/src/app/internal-test/api/[...path]/route.ts1// The mock backend for server-side rendering.COMMENT
LOWplatform/frontend/src/app/skills/[id]/page.client.tsx181 // been removed) silently resolves to the first. `?tab=usage` is the shapeCOMMENT
LOWplatform/frontend/src/app/_parts/app-shell.tsx81 const isAppRuntime = pathname.startsWith("/a/");COMMENT
LOWplatform/frontend/src/app/_parts/app-shell.tsx141 <>COMMENT
LOWplatform/frontend/src/app/_parts/with-auth-check.tsx121 // it is a sink for a bundle pushed in over automation, not something aCOMMENT
LOWplatform/frontend/src/app/_parts/with-auth-check.tsx181 // screen is meant to be rid of — so hold the background steady and sayCOMMENT
LOW…ontend/src/components/agent-version-history-dialog.tsx241 // A handled failure resolves to null and a transport failure rejects.COMMENT
LOWplatform/frontend/src/components/agent-form.tsx1021 // result into every `tools/list` it answers — so narrowing this to `agent`COMMENT
LOWplatform/frontend/src/components/agent-form.tsx1321 // existing agent starts from its stored value. Seeded here rather than onlyCOMMENT
LOWplatform/frontend/src/components/agent-form.tsx1541 // The environment comes from the form rather than the stored agent: theCOMMENT
LOWplatform/frontend/src/components/ui/dialog.tsx81 // without a `DialogTrigger`, so Radix has no trigger ref to restore focus toCOMMENT
LOWplatform/frontend/src/components/ui/dialog.tsx221 // ::before the opaque backdrop. It lives here rather than on theCOMMENT
LOWplatform/frontend/src/components/ui/sidebar.tsx361 className={cn(COMMENT
LOW…tform/frontend/src/components/ui/secret-input.utils.ts1// Attributes that keep browser and extension password managers away fromCOMMENT
LOW…nts/app-session-recording/app-gallery-share-dialog.tsx101 const [state, setState] = useState<ShareState>({ step: "idle" });COMMENT
LOW…nts/app-session-recording/app-gallery-share-dialog.tsx181 if (!validation.ok) {COMMENT
LOW…nts/app-session-recording/app-gallery-share-dialog.tsx241 // click (the token is cached, so the next run proceeds to theCOMMENT
LOW…omponents/app-session-recording/app-session-player.tsx521 [validBundle],COMMENT
LOW…omponents/app-session-recording/app-session-player.tsx741 // app cards' explicit widths are the only intrinsic contribution (theCOMMENT
LOW…omponents/app-session-recording/app-session-player.tsx1241 setPlayState((state) => (state === "playing" ? "paused" : state));COMMENT
LOW…omponents/app-session-recording/app-session-player.tsx2501 [sandboxResult.baseUrl],COMMENT
LOW…omponents/app-session-recording/app-session-player.tsx2641 // Recomputed only when the shown version (or the sandbox origin) changes —COMMENT
LOW…omponents/app-session-recording/app-session-player.tsx2841 }}COMMENT
LOW…omponents/app-session-recording/app-session-player.tsx5461 toPlaybackMs: (rawMs: number) => number;COMMENT
LOW…omponents/app-session-recording/app-session-player.tsx5501 /** Whether a gap falls inside a stretch the author spent using the app. */COMMENT
LOW…omponents/app-session-recording/app-session-player.tsx5581 // instant because a burst stamped at one timestamp cascades inCOMMENT
LOW…/frontend/src/components/mcp-app/app-settings-form.tsx61];COMMENT
LOW…rm/frontend/src/components/chat/chat-messages.utils.ts881 // swallow, a chip for a hook run, and the MCP App panel for an earlyCOMMENT
LOW…m/frontend/src/components/chat/conversation-header.tsx121 // Radix won't fire onValueChange when the clicked tab already equals theCOMMENT
LOW…form/frontend/src/components/chat/right-side-panel.tsx101 // page or when the recorder feature is off.COMMENT
LOW…frontend/src/components/chat/resizable-right-panel.tsx201 // clamped to the same bounds as a hand resize. Re-runs whenever the idealCOMMENT
LOW…tform/frontend/src/components/ai-elements/response.tsx141 "[&_h3]:text-lg [&_h3]:font-semibold [&_h3]:my-2",COMMENT
LOW…tform/frontend/src/components/ai-elements/response.tsx161 // Fix streamdown code blocks - remove padding from code elements inside themCOMMENT
LOW…ntend/src/components/agent-pages/agent-detail-page.tsx121COMMENT
350 more matches not shown…
Cross-Language Confusion (JS/TS)55 hits · 320 pts
SeverityFileLineSnippetContext
HIGHplatform/docs-screenshots/src/dataset.ts298 print(f"Action '{tool_name}' blocked: requires supervisor approval.", file=sys.stderr)CODE
HIGH…/src/k8s/agent-runtime/sandbox-supervisor.unit.test.ts97 print('\\x1b[2J\\x1b[Hframe:%dx%d' % (width, height), flush=True)CODE
HIGH…/src/k8s/agent-runtime/sandbox-supervisor.unit.test.ts140print('First answer', flush=True)CODE
HIGH…/src/k8s/agent-runtime/sandbox-supervisor.unit.test.ts144print('Follow-up: ' + message, flush=True)CODE
HIGH…d/src/services/agent-connection-setup/agents/cursor.ts32print(f"Updated {path}")`;CODE
HIGH…d/src/services/agent-connection-setup/agents/cursor.ts87 elif [ ! -e "$CURSOR_SKILLS_DIR" ]; thenCODE
HIGH…/services/agent-connection-setup/agents/copilot-cli.ts155print("\\n".join(seen))CODE
HIGH⚡…/services/agent-connection-setup/agents/claude-code.ts616 print("unknown")CODE
HIGH⚡…/services/agent-connection-setup/agents/claude-code.ts621 print("add")CODE
HIGH⚡…/services/agent-connection-setup/agents/claude-code.ts627 return NoneCODE
HIGH⚡…/services/agent-connection-setup/agents/claude-code.ts737 print("unavailable")CODE
HIGH⚡…/services/agent-connection-setup/agents/claude-code.ts741 print("unavailable")CODE
HIGH⚡…/services/agent-connection-setup/agents/claude-code.ts744 print("kept")CODE
HIGH⚡…/services/agent-connection-setup/agents/claude-code.ts756 print("unavailable")CODE
HIGH⚡…/services/agent-connection-setup/agents/claude-code.ts758print("enabled")CODE
HIGH…/services/agent-connection-setup/agents/claude-code.ts156print(f"Updated {path}")`;CODE
HIGH…/services/agent-connection-setup/agents/claude-code.ts373print(f"Updated {path}")`;CODE
HIGH…/services/agent-connection-setup/agents/claude-code.ts638 return NoneCODE
HIGH…/services/agent-connection-setup/agents/claude-code.ts672 print("matching")CODE
HIGH…/services/agent-connection-setup/agents/claude-code.ts674 print("replace")CODE
HIGH…src/services/agent-connection-setup/agents/opencode.ts186print(f"Updated {path}")`;CODE
HIGH⚡…src/services/agent-connection-setup/agents/opencode.ts198 print(f"{provider_id}={actual or 'unset'}")CODE
HIGH⚡…src/services/agent-connection-setup/agents/opencode.ts200 print(str(error))`;CODE
HIGH…src/services/agent-connection-setup/agents/opencode.ts213elif command -v python3 >/dev/null 2>&1; thenCODE
HIGH…src/services/agent-connection-setup/agents/opencode.ts261elif command -v python3 >/dev/null 2>&1; thenCODE
HIGH…src/services/agent-connection-setup/agents/opencode.ts378elif [ -d "$SKILLS_DIR/.git" ]; thenCODE
HIGH…rvices/agent-connection-setup/agents/claude-desktop.ts95 return TrueCODE
HIGH…rvices/agent-connection-setup/agents/claude-desktop.ts98 return FalseCODE
HIGH…rvices/agent-connection-setup/agents/claude-desktop.ts109 print('Complete Claude subscription sign-in in the browser. Your token stays on this computer.', flush=True)CODE
HIGH…rvices/agent-connection-setup/agents/claude-desktop.ts138 elif executable.is_file():CODE
HIGH…rvices/agent-connection-setup/agents/claude-desktop.ts155 print('Quit Claude Desktop from its app menu to finish setup. Waiting up to two minutes...', flush=True)CODE
HIGH…rvices/agent-connection-setup/agents/claude-desktop.ts160 elif sys.platform == 'win32':CODE
HIGH…rvices/agent-connection-setup/agents/claude-desktop.ts252 print('Applying Desktop setup. Finish any active tasks before continuing.', flush=True)CODE
HIGH⚡…rvices/agent-connection-setup/agents/claude-desktop.ts277 print('Desktop is configured. Send a message and check LLM Proxy Logs.')CODE
HIGH⚡…rvices/agent-connection-setup/agents/claude-desktop.ts279 print('In Desktop Settings > Connectors, connect the gateway and finish its browser sign-in.')CODE
HIGH⚡…rvices/agent-connection-setup/agents/claude-desktop.ts281 print('In Desktop Settings > Plugins, install your shared marketplace.')CODE
HIGH⚡…rvices/agent-connection-setup/agents/claude-desktop.ts283 print('In Desktop Settings > Import, bring over your Claude.ai conversations. Rerun the import later to add neweCODE
HIGH⚡…rvices/agent-connection-setup/agents/claude-desktop.ts285 print('The subscription token lasts up to one year. Rerun setup after expiration or revocation.')CODE
HIGH⚡…rvices/agent-connection-setup/agents/claude-desktop.ts286 print('To switch back, rerun the previous deployment installer or select a manually created inference profile.')CODE
HIGH⚡…rvices/agent-connection-setup/agents/claude-desktop.ts292 print('Desktop setup failed: ' + str(error), file=sys.stderr)CODE
HIGH…services/agent-connection-setup/guard/startup-guard.ts1089 elif [ "$elapsed" -ge "$NOTICE_AFTER_SECONDS" ]; thenCODE
HIGH…services/agent-connection-setup/guard/startup-guard.ts1193elif [ "$OPEN_MENU" = "1" ]; thenCODE
HIGH⚡…services/agent-connection-setup/guard/startup-guard.ts1391elif [ -f "$HOME/.bash_login" ]; thenCODE
HIGH⚡…services/agent-connection-setup/guard/startup-guard.ts1393elif [ -f "$HOME/.profile" ]; thenCODE
HIGH…-connection-setup/guard/startup-guard.zsh.unit.test.ts87print(r.stdout)STRING
HIGH…-connection-setup/guard/startup-guard.zsh.unit.test.ts88print(r.stderr)STRING
HIGH…es/agent-connection-setup/guard/clients/claude-code.ts48 return NoneCODE
HIGH…es/agent-connection-setup/guard/clients/claude-code.ts50 return NoneCODE
HIGH…es/agent-connection-setup/guard/clients/claude-code.ts115 elif settings_status not in ("missing", "empty"):CODE
HIGH⚡…vices/agent-connection-setup/guard/clients/opencode.ts248 elif command -v python3 >/dev/null 2>&1; thenCODE
HIGH…vices/agent-connection-setup/guard/clients/opencode.ts277 elif command -v python3 >/dev/null 2>&1; thenCODE
HIGH…vices/agent-connection-setup/guard/clients/opencode.ts294 elif command -v python3 >/dev/null 2>&1; thenCODE
HIGH…vices/agent-connection-setup/guard/clients/opencode.ts511 elif command -v python3 >/dev/null 2>&1; thenCODE
HIGH…vices/agent-connection-setup/guard/clients/opencode.ts522 elif command -v python3 >/dev/null 2>&1; thenCODE
HIGH…services/agent-connection-setup/guard/clients/codex.ts149 elif [ -f "$CONFIG" ] && grep -q 'archestra:codex-direct:root' "$CONFIG"; thenCODE
Fake / Example Data286 hits · 306 pts
SeverityFileLineSnippetContext
LOWmigration-kit/references/install.md51c.sign_in("admin@example.com", "password")CODE
LOW⚡platform/docs-screenshots/src/dataset.ts383 workspaceName: "Acme Corp",CODE
LOW⚡platform/docs-screenshots/src/dataset.ts393 workspaceName: "Acme Corp",CODE
LOW⚡platform/docs-screenshots/src/dataset.ts403 workspaceName: "Acme Corp",CODE
LOWplatform/docs-screenshots/src/env.ts16 process.env.ARCHESTRA_AUTH_ADMIN_EMAIL ?? "admin@example.com";CODE
LOWplatform/frontend/tests-integration/mcp-install.spec.ts182 .fill("fake-token");CODE
LOW…dentity-providers/_parts/role-mapping-form.ee.test.tsx50 email: "admin@example.com",CODE
LOW…form/frontend/src/app/chat/prompt-input-tools.test.tsx94 placeholder: "placeholder",CODE
LOWplatform/frontend/src/app/chat/prompt-input.test.tsx513 "placeholder",CODE
LOWplatform/frontend/src/app/chat/prompt-input.test.tsx941 "placeholder",CODE
LOW…uth/_components/auth-view-with-error-handling.test.tsx179 await user.type(screen.getByLabelText("Email"), "user@example.com");CODE
LOW…app/mcp/registry/_parts/mcp-catalog-form.auth.test.tsx183 user: { id: "test-user", email: "admin@example.com" },CODE
LOW…mcp/registry/_parts/mcp-server-attention-list.test.tsx252 ownerEmail: "admin@example.com",CODE
LOW…rontend/src/app/mcp/registry/[id]/page.client.test.tsx521 ownerEmail: "admin@example.com",CODE
LOW…rontend/src/app/mcp/registry/[id]/page.client.test.tsx569 within(installationRow).getByText("admin@example.com"),CODE
LOW…connectors/_parts/connector-user-groups-table.test.tsx311 name: "Acme Inc",CODE
LOW…connectors/_parts/connector-user-groups-table.test.tsx331 expect(screen.getByText("Acme Inc")).toBeInTheDocument();CODE
LOW…rc/app/knowledge/connectors/_parts/acl-badges.test.tsx84 new Map([["group:notion_workspace-members-ws-1", "Acme Inc"]])CODE
LOW…nowledge-bases/_parts/create-connector-dialog.test.tsx382 await user.type(screen.getByLabelText(/^Email$/), "user@example.com");CODE
LOW…nowledge-bases/_parts/create-connector-dialog.test.tsx406 target: { value: "user@example.com" },CODE
LOW…nowledge-bases/_parts/create-connector-dialog.test.tsx423 email: "user@example.com",CODE
LOW…nowledge-bases/_parts/create-connector-dialog.test.tsx692 target: { value: "admin@example.com" },CODE
LOW…nowledge-bases/_parts/create-connector-dialog.test.tsx719 email: "admin@example.com",CODE
LOW…dge/knowledge-bases/_parts/connector-dialog-config.tsx1195 ? "user@example.com"CODE
LOW…dge/knowledge-bases/_parts/connector-dialog-config.tsx1268 ? "user@example.com"CODE
LOW…dge/knowledge-bases/_parts/connector-dialog-config.tsx1540 ? "user@example.com"CODE
LOW…/knowledge-bases/_parts/edit-connector-dialog.test.tsx411 "placeholder",CODE
LOWplatform/frontend/src/app/skills/new/page.test.tsx157 "placeholder",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx119 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx144 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx187 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx210 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx231 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx249 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx284 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx312 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx341 email: "user@example.com",CODE
LOW⚡…form/frontend/src/app/_parts/posthog-provider.test.tsx357 email: "user@example.com",CODE
LOW⚡…form/frontend/src/app/_parts/posthog-provider.test.tsx358 name: "user@example.com",CODE
LOW⚡…form/frontend/src/app/_parts/posthog-provider.test.tsx367 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx416 email: "user@example.com",CODE
LOW…form/frontend/src/app/_parts/posthog-provider.test.tsx453 email: "user@example.com",CODE
LOW…atform/frontend/src/app/_parts/rum-tracker.ee.test.tsx53 email: "user@example.com",CODE
LOW…end/src/app/account/_components/sessions-card.test.tsx45 user: { id: "user-1", email: "user@example.com" },CODE
LOW…nd/src/app/account/_components/two-factor-row.test.tsx41 user: { id: "user-1", email: "user@example.com", twoFactorEnabled },CODE
LOW…d/src/app/account/_components/profile-section.test.tsx27 email: "admin@example.com",CODE
LOW…d/src/app/account/_components/profile-section.test.tsx53 expect(screen.getByText("admin@example.com")).toBeVisible();CODE
LOW…d/src/components/user-searchable-multi-select.test.tsx8 { userId: "user-1", name: "John Doe", email: "john@example.com" },CODE
LOW…d/src/components/user-searchable-multi-select.test.tsx38 expect(screen.queryByText("John Doe")).not.toBeInTheDocument();CODE
LOW…d/src/components/user-searchable-multi-select.test.tsx69 expect(screen.getByText("John Doe")).toBeInTheDocument();CODE
LOW…d/src/components/user-searchable-multi-select.test.tsx152 expect(screen.getByText("John Doe")).toBeInTheDocument();CODE
LOW…d/src/components/user-searchable-multi-select.test.tsx193 expect(screen.queryByText("John Doe")).not.toBeInTheDocument();CODE
LOW…d/src/components/user-searchable-multi-select.test.tsx215 expect(screen.queryByText("John Doe")).not.toBeInTheDocument();CODE
LOW…d/src/components/user-searchable-multi-select.test.tsx312 expect(screen.getByText("John Doe")).toBeInTheDocument();CODE
LOW…d/src/components/user-searchable-multi-select.test.tsx329 expect(screen.queryByText("John Doe")).not.toBeInTheDocument();CODE
LOW…tend/src/components/llm-provider-api-key-form.test.tsx607 screen.getByLabelText(/Base URL/).getAttribute("placeholder"),CODE
LOW…end/src/components/sidebar-warnings-accordion.test.tsx54 data: { user: { email: "someone@example.org" } },CODE
LOW…end/src/components/sidebar-warnings-accordion.test.tsx127 data: { user: { email: "someone@example.org" } },CODE
LOW…atform/frontend/src/components/invite-by-link-card.tsx94 placeholder="user@example.com"CODE
LOW…tform/frontend/src/components/agent-chat-apps.test.tsx850 dmOwnerEmail: "admin@example.com",CODE
226 more matches not shown…
Synthetic Comment Markers38 hits · 258 pts
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HIGHplatform/backend/src/routes/proxy/adapters/gemini.ts741 // Handle inline data (images generated by Gemini)COMMENT
HIGH⚡mcp-catalog/data/mcp-evaluations/nwiizo__tfmcp.json94 "readme": "# tfmcp: Terraform Model Context Protocol Tool\n\n*⚠️ This project includes production-ready security featCODE
HIGH⚡mcp-catalog/data/mcp-evaluations/nwiizo__tfmcp.json94 "readme": "# tfmcp: Terraform Model Context Protocol Tool\n\n*⚠️ This project includes production-ready security featCODE
HIGH⚡…talog/data/mcp-evaluations/janreges__ai-distiller.json18 "readme": "# AI Distiller (`aid`)\n\n> **Note:** This is the very first version of this tool. We would be very gratefuCODE
HIGH⚡…talog/data/mcp-evaluations/janreges__ai-distiller.json18 "readme": "# AI Distiller (`aid`)\n\n> **Note:** This is the very first version of this tool. We would be very gratefuCODE
HIGH…atalog/data/mcp-evaluations/ahujasid__blender-mcp.json18 "readme": "\n\n# BlenderMCP - Blender Model Context Protocol Integration\n\nBlenderMCP connects Blender to Claude AI tCODE
HIGH…atalog/data/mcp-evaluations/ahujasid__blender-mcp.json18 "readme": "\n\n# BlenderMCP - Blender Model Context Protocol Integration\n\nBlenderMCP connects Blender to Claude AI tCODE
HIGH…og/data/mcp-evaluations/abrinsmead__mindpilot-mcp.json44 "readme": "# Mindpilot MCP\n[![GitHub Repo stars](https://img.shields.io/github/stars/abrinsmead/mindpilot-mcp)](httpsCODE
HIGH…og/data/mcp-evaluations/abrinsmead__mindpilot-mcp.json44 "readme": "# Mindpilot MCP\n[![GitHub Repo stars](https://img.shields.io/github/stars/abrinsmead/mindpilot-mcp)](httpsCODE
HIGH⚡…log/data/mcp-evaluations/hyperb1iss__lucidity-mcp.json18 "readme": "# ✨ Lucidity MCP 🔍\n\n<div align=\"center\">\n\n[![Python 3.13+](https://img.shields.io/badge/python-3.13+-CODE
HIGH⚡…log/data/mcp-evaluations/hyperb1iss__lucidity-mcp.json18 "readme": "# ✨ Lucidity MCP 🔍\n\n<div align=\"center\">\n\n[![Python 3.13+](https://img.shields.io/badge/python-3.13+-CODE
HIGH⚡…ions/modelcontextprotocol__servers__src__postgres.json18 "readme": "# Model Context Protocol servers\n\nThis repository is a collection of *reference implementations* for the CODE
HIGH⚡…ions/modelcontextprotocol__servers__src__postgres.json18 "readme": "# Model Context Protocol servers\n\nThis repository is a collection of *reference implementations* for the CODE
HIGH…catalog/data/mcp-evaluations/admica__filescopemcp.json25 "readme": "# FileScopeMCP (Model Context Protocol) Server\n\n**✨ Instantly understand and visualize your codebase struCODE
HIGH…catalog/data/mcp-evaluations/admica__filescopemcp.json25 "readme": "# FileScopeMCP (Model Context Protocol) Server\n\n**✨ Instantly understand and visualize your codebase struCODE
HIGH…atalog/data/mcp-evaluations/kukapay__thegraph-mcp.json28 "readme": "# TheGraph MCP Server\n\nAn MCP server that powers AI agents with indexed blockchain data from [The Graph](CODE
HIGH⚡…__agentic_longterm_memory__src__notion_mcp_server.json106 "readme": "# Notion MCP Server V2 🚀\n\nA comprehensive **Model Context Protocol (MCP) server** for Notion integration CODE
HIGH⚡mcp-catalog/data/mcp-evaluations/sitbon__magg.json28 "readme": "# 🧲 **Magg** - *The MCP Aggregator*\n\n[//]: # ([![Tests]&#40;https://img.shields.io/github/actions/workfloCODE
HIGH⚡mcp-catalog/data/mcp-evaluations/sitbon__magg.json28 "readme": "# 🧲 **Magg** - *The MCP Aggregator*\n\n[//]: # ([![Tests]&#40;https://img.shields.io/github/actions/workfloCODE
HIGH⚡…log/data/mcp-evaluations/crystaldba__postgres-mcp.json35 "readme": "<div align=\"center\">\n\n<img src=\"assets/postgres-mcp-pro.png\" alt=\"Postgres MCP Pro Logo\" width=\"60CODE
HIGH⚡…log/data/mcp-evaluations/crystaldba__postgres-mcp.json35 "readme": "<div align=\"center\">\n\n<img src=\"assets/postgres-mcp-pro.png\" alt=\"Postgres MCP Pro Logo\" width=\"60CODE
HIGH⚡…talog/data/mcp-evaluations/jeannier__homebrew-mcp.json28 "readme": "# Homebrew MCP Python Server\n\nA Model Context Protocol (MCP) server for Homebrew package management **on CODE
HIGH⚡…talog/data/mcp-evaluations/jeannier__homebrew-mcp.json28 "readme": "# Homebrew MCP Python Server\n\nA Model Context Protocol (MCP) server for Homebrew package management **on CODE
HIGH⚡…g/data/mcp-evaluations/delano__postman-mcp-server.json28 "readme": "# Postman MCP Server\n[![smithery badge](https://smithery.ai/badge/postman-api-server)](https://smithery.aiCODE
HIGH⚡…atalog/data/mcp-evaluations/genomoncology__biomcp.json18 "readme": "# BioMCP: Biomedical Model Context Protocol\n\nBioMCP is an open source (MIT License) toolkit that empowersCODE
HIGH⚡…atalog/data/mcp-evaluations/genomoncology__biomcp.json18 "readme": "# BioMCP: Biomedical Model Context Protocol\n\nBioMCP is an open source (MIT License) toolkit that empowersCODE
HIGH⚡mcp-catalog/data/mcp-evaluations/adawalli__nexus.json70 "readme": "<!-- markdownlint-disable MD033 MD041 -->\n\n<div align=\"center\">\n\n# 🔍 Nexus MCP Server\n\n**AI integraCODE
HIGH⚡mcp-catalog/data/mcp-evaluations/adawalli__nexus.json70 "readme": "<!-- markdownlint-disable MD033 MD041 -->\n\n<div align=\"center\">\n\n# 🔍 Nexus MCP Server\n\n**AI integraCODE
HIGH⚡…ations/modelcontextprotocol__servers__src__sqlite.json18 "readme": "# Model Context Protocol servers\n\nThis repository is a collection of *reference implementations* for the CODE
HIGH⚡…ations/modelcontextprotocol__servers__src__sqlite.json18 "readme": "# Model Context Protocol servers\n\nThis repository is a collection of *reference implementations* for the CODE
HIGH⚡…ons/modelcontextprotocol__servers__src__puppeteer.json18 "readme": "# Model Context Protocol servers\n\nThis repository is a collection of *reference implementations* for the CODE
HIGH⚡…ons/modelcontextprotocol__servers__src__puppeteer.json18 "readme": "# Model Context Protocol servers\n\nThis repository is a collection of *reference implementations* for the CODE
HIGH⚡…/mcp-evaluations/4everland__4everland-hosting-mcp.json28 "readme": "# 4EVERLAND Hosting MCP Server\n\n[![Version](https://img.shields.io/badge/version-0.1.4-blue.svg)](https:/CODE
HIGH⚡…/mcp-evaluations/4everland__4everland-hosting-mcp.json28 "readme": "# 4EVERLAND Hosting MCP Server\n\n[![Version](https://img.shields.io/badge/version-0.1.4-blue.svg)](https:/CODE
HIGH…ata/mcp-evaluations/spacecode-ai__spacebridge-mcp.json75 "readme": "# SpaceBridge-MCP\n\nA Model Context Protocol (MCP) server that integrates with the SpaceBridge REST API (hCODE
HIGH…ata/mcp-evaluations/spacecode-ai__spacebridge-mcp.json75 "readme": "# SpaceBridge-MCP\n\nA Model Context Protocol (MCP) server that integrates with the SpaceBridge REST API (hCODE
HIGH…g/data/mcp-evaluations/mckinsey__vizro__vizro-mcp.json18 "readme": "<!-- <a href=\"https://glama.ai/mcp/servers/@mckinsey/vizro\">\n <img width=\"380\" height=\"200\" src=\"hCODE
HIGH…g/data/mcp-evaluations/mckinsey__vizro__vizro-mcp.json18 "readme": "<!-- <a href=\"https://glama.ai/mcp/servers/@mckinsey/vizro\">\n <img width=\"380\" height=\"200\" src=\"hCODE
Decorative Section Separators69 hits · 222 pts
SeverityFileLineSnippetContext
MEDIUM…ontend/src/app/mcp/registry/_parts/mcp-server-card.tsx264 // ── Shareable edit deep-link (`?edit=<catalogId>`) ──────────────────────COMMENT
MEDIUM⚡…ontend/src/app/mcp/registry/_parts/cascade-decision.ts127 // ── Manual ───────────────────────────────────────────────────────COMMENT
MEDIUM⚡…ontend/src/app/mcp/registry/_parts/cascade-decision.ts134 // ── Multitenant shared-pod rollout ───────────────────────────────COMMENT
MEDIUM⚡…ontend/src/app/mcp/registry/_parts/cascade-decision.ts144 // ── Skip / rename via forward-compat ─────────────────────────────COMMENT
MEDIUM…ontend/src/app/mcp/registry/_parts/cascade-decision.ts165 // ── Auto ─────────────────────────────────────────────────────────COMMENT
MEDIUM…tform/frontend/src/components/mcp-app/mcp-app-view.tsx1427// ── Host-theme bridging helpers ──────────────────────────────────────────────COMMENT
MEDIUM…rontend/src/components/chat/mcp-app-container.test.tsx10// ── Mock heavy dependencies before module import ─────────────────────────────COMMENT
MEDIUM…rontend/src/components/chat/mcp-app-container.test.tsx121// ── Import component under test after mocks ───────────────────────────────────COMMENT
MEDIUM…rontend/src/components/chat/mcp-app-container.test.tsx150// ── Helpers ──────────────────────────────────────────────────────────────────COMMENT
MEDIUM…rontend/src/components/chat/mcp-app-container.test.tsx164// ── Tests ─────────────────────────────────────────────────────────────────────COMMENT
MEDIUMplatform/frontend/src/lib/auth/oauth-session.ts15// ─── Key constants ───────────────────────────────────────────────────COMMENT
MEDIUMplatform/frontend/src/lib/auth/oauth-session.ts34// ─── Helpers ─────────────────────────────────────────────────────────COMMENT
MEDIUMplatform/frontend/src/lib/auth/oauth-session.ts160// ─── Processing guard (prevents duplicate callback processing) ───────COMMENT
MEDIUMplatform/frontend/src/lib/auth/oauth-session.ts178// ─── Getters ─────────────────────────────────────────────────────────COMMENT
MEDIUMplatform/frontend/src/lib/auth/oauth-session.ts293// ─── Cleanup ─────────────────────────────────────────────────────────COMMENT
MEDIUMplatform/backend/src/models/statistics.ts1770 // ─── Private helpers ──────────────────────────────────────────────────────COMMENT
MEDIUMplatform/backend/src/models/statistics.ts2434// ─── Billing-mode-aware cost aggregates ─────────────────────────────────────COMMENT
MEDIUMplatform/backend/src/models/statistics.ts2509// ─── App / skill cost assembly ──────────────────────────────────────────────COMMENT
MEDIUM…form/backend/src/static/archestra-app-recording-sdk.js5// ── Session recorder + replay driver ──────────────────────────────────────COMMENT
MEDIUMplatform/backend/src/routes/internal-mcp-catalog.ts1075 // ── Rename ─────────────────────────────────────────────────────────COMMENT
MEDIUMplatform/backend/src/routes/mcp-proxy.test.ts15// ── Helpers ──────────────────────────────────────────────────────────────────COMMENT
MEDIUMplatform/backend/src/routes/mcp-proxy.test.ts58// ── Tests ─────────────────────────────────────────────────────────────────────COMMENT
MEDIUMplatform/shared/cascade-scenarios.ts118// ─────────────────────────────────────────────────────────────────────COMMENT
MEDIUMplatform/shared/cascade-scenarios.ts120// ─────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡platform/shared/cascade-scenarios.ts263// ─────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡platform/shared/cascade-scenarios.ts265// ─────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡platform/shared/cascade-scenarios.ts268 // ── description-only across all shapes (the headline path) ─────────COMMENT
MEDIUMplatform/shared/cascade-scenarios.ts372 // ── runtime field changes (cascade SHOULD fire) ────────────────────COMMENT
MEDIUMplatform/shared/cascade-scenarios.ts625 // ── identity / nothing-changed sanity ─────────────────────────────COMMENT
MEDIUMplatform/shared/statistics.ts139// ─── Internal ───────────────────────────────────────────────────────────────COMMENT
MEDIUM…tform/e2e-tests/tests/mcp-hibernation-topology.spec.ts162 // ── Multitenant fixture: two installs, one physical Deployment ──────────COMMENT
MEDIUMplatform/dev/vault-k8s-manual-test.yaml1# ============================================================COMMENT
MEDIUM⚡platform/dev/vault-k8s-manual-test.yaml73# ============================================================COMMENT
MEDIUM⚡platform/dev/vault-k8s-manual-test.yaml75# ============================================================COMMENT
MEDIUM⚡platform/dev/vault-k8s-manual-test.yaml77# ============================================================COMMENT
MEDIUMplatform/dev/vault-k8s-manual-test.yaml95# ============================================================COMMENT
MEDIUMplatform/dev/vault-k8s-manual-test.yaml97# ============================================================COMMENT
MEDIUMplatform/dev/grafana/generate-pg-dashboard-variants.py24# ---------------------------------------------------------------------------COMMENT
MEDIUMplatform/dev/grafana/generate-pg-dashboard-variants.py26# ---------------------------------------------------------------------------COMMENT
MEDIUMplatform/dev/grafana/generate-pg-dashboard-variants.py39# ---------------------------------------------------------------------------COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh7# ──────────────────────────────────────────────COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh9# ──────────────────────────────────────────────COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh58# ──────────────────────────────────────────────COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh60# ──────────────────────────────────────────────COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh123# ──────────────────────────────────────────────COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh125# ──────────────────────────────────────────────COMMENT
MEDIUM⚡platform/dev/grafana/install-dashboards.sh141# ──────────────────────────────────────────────COMMENT
MEDIUM⚡platform/dev/grafana/install-dashboards.sh143# ──────────────────────────────────────────────COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh169# ──────────────────────────────────────────────COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh171# ──────────────────────────────────────────────COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh192# ──────────────────────────────────────────────COMMENT
MEDIUMplatform/dev/grafana/install-dashboards.sh194# ──────────────────────────────────────────────COMMENT
MEDIUM⚡…log/data/mcp-evaluations/codergamester__mcp-unity.json18 "readme": "# MCP Unity Editor (Game Engine)\n\n[![](https://badge.mcpx.dev?status=on 'MCP Enabled')](https://modelcontCODE
MEDIUM⚡…log/data/mcp-evaluations/codergamester__mcp-unity.json18 "readme": "# MCP Unity Editor (Game Engine)\n\n[![](https://badge.mcpx.dev?status=on 'MCP Enabled')](https://modelcontCODE
MEDIUM⚡…cp-evaluations/sapientpants__sonarqube-mcp-server.json67 "readme": "# SonarQube MCP Server\n\n[![CI](https://github.com/sapientpants/sonarqube-mcp-server/actions/workflows/ci.CODE
MEDIUM⚡…cp-evaluations/sapientpants__sonarqube-mcp-server.json67 "readme": "# SonarQube MCP Server\n\n[![CI](https://github.com/sapientpants/sonarqube-mcp-server/actions/workflows/ci.CODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/nyxn-ai__nyxdocs.json70 "readme": "# NyxDocs - Cryptocurrency Documentation MCP Server\n\n[![Python](https://img.shields.io/badge/python-3.11+CODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/nyxn-ai__nyxdocs.json70 "readme": "# NyxDocs - Cryptocurrency Documentation MCP Server\n\n[![Python](https://img.shields.io/badge/python-3.11+CODE
MEDIUM⚡…p-catalog/data/mcp-evaluations/mmntm__weblate-mcp.json64 "readme": "# Weblate MCP Server\n\nA [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provCODE
MEDIUM⚡…p-catalog/data/mcp-evaluations/mmntm__weblate-mcp.json64 "readme": "# Weblate MCP Server\n\nA [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provCODE
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AI Response Leakage13 hits · 88 pts
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HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json35 "readme": "# Video Editor MCP server\n\n[![Video Jungle MCP Server](./assets/create-edit.png)](https://www.video-junglCODE
HIGH⚡…ata/mcp-evaluations/burningion__video-editing-mcp.json35 "readme": "# Video Editor MCP server\n\n[![Video Jungle MCP Server](./assets/create-edit.png)](https://www.video-junglCODE
HIGH…og/data/mcp-evaluations/ekkyarmandi__ticktick-mcp.json28 "readme": "# TickTick MCP\n\nA Model Context Protocol (MCP) server that provides tools for integrating TickTick task mCODE
HIGH…g/data/mcp-evaluations/carsol__monarch-mcp-server.json43 "readme": "# Monarch Money MCP Server\n\nA Model Context Protocol (MCP) server that provides read-only access to MonarCODE
HIGH⚡…alog/data/mcp-evaluations/chunkydotdev__bldbl-mcp.json54 "readme": "# @bldbl/mcp\n\n**Official MCP client for Buildable - AI-powered development platform that makes any projecCODE
HIGH⚡…alog/data/mcp-evaluations/chunkydotdev__bldbl-mcp.json54 "readme": "# @bldbl/mcp\n\n**Official MCP client for Buildable - AI-powered development platform that makes any projecCODE
HIGH⚡…alog/data/mcp-evaluations/chunkydotdev__bldbl-mcp.json54 "readme": "# @bldbl/mcp\n\n**Official MCP client for Buildable - AI-powered development platform that makes any projecCODE
HIGH…/data/mcp-evaluations/mrexodia__user-feedback-mcp.json18 "readme": "# User Feedback MCP\r\n\r\nSimple [MCP Server](https://modelcontextprotocol.io/introduction) to enable a huCODE
HIGH…/data/mcp-evaluations/mrexodia__user-feedback-mcp.json18 "readme": "# User Feedback MCP\r\n\r\nSimple [MCP Server](https://modelcontextprotocol.io/introduction) to enable a huCODE
HIGH⚡…ns/victoriametrics-community__mcp-victoriametrics.json44 "readme": "# VictoriaMetrics MCP Server\n\n[![Latest Release](https://img.shields.io/github/v/release/VictoriaMetrics-CODE
HIGH⚡…/mcp-evaluations/jjsantos01__jupyter-notebook-mcp.json26 "readme": "# JupyterMCP - Jupyter Notebook Model Context Protocol Integration\n\nJupyterMCP connects [Jupyter NotebookCODE
HIGH⚡…/mcp-evaluations/jjsantos01__jupyter-notebook-mcp.json26 "readme": "# JupyterMCP - Jupyter Notebook Model Context Protocol Integration\n\nJupyterMCP connects [Jupyter NotebookCODE
HIGH⚡…catalog/data/mcp-evaluations/rinadelph__agent-mcp.json34 "readme": "# Agent-MCP\r\n\r\n[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/rinadelph/Agent-MCODE
Self-Referential Comments34 hits · 86 pts
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MEDIUMplatform/scripts/e2e-local.sh60# Create a patched kind config with our cluster nameCOMMENT
MEDIUM⚡…talog/data/mcp-evaluations/janreges__ai-distiller.json18 "readme": "# AI Distiller (`aid`)\n\n> **Note:** This is the very first version of this tool. We would be very gratefuCODE
MEDIUM⚡…catalog/data/mcp-evaluations/r-huijts__strava-mcp.json59 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/r-huijts-strava-mcp-badge.png)](https://mseep.aCODE
MEDIUM⚡…log/data/mcp-evaluations/iunera__druid-mcp-server.json40 "readme": "# Druid MCP Server\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/iunera/druid-mcp-serCODE
MEDIUM⚡…a/mcp-evaluations/lamemind__mcp-server-multiverse.json25 "readme": "# Multiverse MCP Server\n\nA middleware server that enables multiple isolated instances of the same MCP serCODE
MEDIUM⚡…ata/mcp-evaluations/gbrigandi__mcp-server-thehive.json52 "readme": "# MCP Server for TheHive\n\nAn MCP (Model Context Protocol) server that provides AI models and automation tCODE
MEDIUMmcp-catalog/data/mcp-evaluations/gitkraken__gk-cli.json18 "readme": "# 🚀 GitKraken CLI\n\n`gk` is GitKraken on the command line. The core functionality is focused on \"Work IteCODE
MEDIUM⚡…-catalog/data/mcp-evaluations/jwaxman19__qlik-mcp.json89 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/jwaxman19-qlik-mcp-badge.png)](https://mseep.aiCODE
MEDIUM…g/data/mcp-evaluations/entanglr__zettelkasten-mcp.json36 "readme": "# Zettelkasten MCP Server\n\nA Model Context Protocol (MCP) server that implements the Zettelkasten knowledCODE
MEDIUM…a/mcp-evaluations/bright-l01__networkx-mcp-server.json18 "readme": "# NetworkX MCP Server\n\nA comprehensive Model Context Protocol (MCP) server providing advanced graph analyCODE
MEDIUM⚡…-catalog/data/mcp-evaluations/bivex__kanboard-mcp.json56 "readme": "# 🚀 Kanboard MCP Server\n\n> **Model Context Protocol (MCP) Server for Kanboard Integration**\n\nA powerfulCODE
MEDIUM⚡…cp-evaluations/co-browser__browser-use-mcp-server.json43 "readme": "# browser-use-mcp-server\n\n<div align=\"center\">\n\n[![Twitter URL](https://img.shields.io/twitter/url/htCODE
MEDIUM⚡…a/mcp-evaluations/firstorderai__authenticator_mcp.json28 "readme": "[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/firstorderai-authenticator-mcp-badge.png)](httpCODE
MEDIUM⚡…__agentic_longterm_memory__src__notion_mcp_server.json106 "readme": "# Notion MCP Server V2 🚀\n\nA comprehensive **Model Context Protocol (MCP) server** for Notion integration CODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/sitbon__magg.json28 "readme": "# 🧲 **Magg** - *The MCP Aggregator*\n\n[//]: # ([![Tests]&#40;https://img.shields.io/github/actions/workfloCODE
MEDIUMmcp-catalog/data/mcp-evaluations/docker__hub-mcp.json35 "readme": "# Docker Hub MCP Server\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/docker/hub-mcp)CODE
MEDIUM…g/data/mcp-evaluations/ihor-sokoliuk__mcp-searxng.json44 "readme": "# SearXNG MCP Server\n\nAn [MCP server](https://modelcontextprotocol.io/introduction) implementation that iCODE
MEDIUM…/mcp-evaluations/marcelmarais__spotify-mcp-server.json60 "readme": "<div align=\"center\" style=\"display: flex; align-items: center; justify-content: center; gap: 10px;\">\n<CODE
MEDIUM…-evaluations/jagan-shanmugam__climatiq-mcp-server.json28 "readme": "# Climatiq MCP Server\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensCODE
MEDIUMmcp-catalog/data/mcp-evaluations/ukkit__memcord.json28 "readme": "<table>\n <tr>\n <td>\n <img src=\"assets/image/memcord_1024.png\" width=\"256\">\n </td>\n CODE
MEDIUM…valuations/esignaturescom__mcp-server-esignatures.json28 "readme": "# mcp-server-esignatures MCP server\n\nMCP server for eSignatures (https://esignatures.com)\n\n<a href=\"htCODE
MEDIUM…log/data/mcp-evaluations/xeroapi__xero-mcp-server.json44 "readme": "# Xero MCP Server\n\nThis is a Model Context Protocol (MCP) server implementation for Xero. It provides a bCODE
MEDIUMmcp-catalog/data/mcp-evaluations/prisma__mcp.json18 "readme": "## Overview\n\nThe [Model-Context-Protocol](https://modelcontextprotocol.io/introduction) (MCP) gives LLMs CODE
MEDIUM…atalog/data/mcp-evaluations/duaraghav8__mcpjungle.json28 "readme": "<h1 align=\"center\">\n :deciduous_tree: MCPJungle :deciduous_tree:\n</h1>\n<p align=\"center\">\n Self-hCODE
MEDIUM…g/data/mcp-evaluations/mikechao__brave-search-mcp.json28 "readme": "# Brave Search MCP Server\n\nAn MCP Server implementation that integrates the [Brave Search API](https://brCODE
MEDIUM⚡mcp-catalog/data/mcp-evaluations/jlowin__fastmcp.json18 "readme": "<div align=\"center\">\n\n<!-- omit in toc -->\n# FastMCP v2 🚀\n\n<strong>The fast, Pythonic way to build MCODE
MEDIUM…-catalog/data/mcp-evaluations/yuna0x0__hackmd-mcp.json36 "readme": "# HackMD MCP Server\n\nA Model Context Protocol (MCP) server that interfaces with the [HackMD API](https://CODE
MEDIUM…-catalog/data/mcp-evaluations/wegotdocs__open-mcp.json28 "readme": "# OpenMCP\n\nhttps://www.open-mcp.org\n\nOpenMCP is both:\n\n1. a standard for converting web APIs into MCPCODE
MEDIUM⚡…catalog/data/mcp-evaluations/rinadelph__agent-mcp.json34 "readme": "# Agent-MCP\r\n\r\n[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/rinadelph/Agent-MCODE
MEDIUM⚡…/mcp-evaluations/cbcoutinho__nextcloud-mcp-server.json15 "readme": "# Nextcloud MCP Server\n\n[![Docker Image](https://img.shields.io/badge/docker-ghcr.io/cbcoutinho/nextcloudCODE
MEDIUM⚡…ns/bucketco__bucket-javascript-sdk__packages__cli.json23 "readme": "# Reflag CLI\n\nCommand-line interface for interacting with Reflag services. The CLI allows you to manage aCODE
MEDIUM…log/data/mcp-evaluations/sooperset__mcp-atlassian.json218 "readme": "# MCP Atlassian\n\n![PyPI Version](https://img.shields.io/pypi/v/mcp-atlassian)\n![PyPI - Downloads](https:CODE
MEDIUM.github/values-ci.yaml2# This file is used for the shared non-quickstart E2E environment in GitHub Actions.COMMENT
MEDIUM.github/workflows/platform-e2e-tests.yml1216 # Create a shared Docker network so the quickstart container can reach WireMock by nameCOMMENT
Structural Annotation Overuse37 hits · 59 pts
SeverityFileLineSnippetContext
LOW…tform/frontend/src/components/openai-codex-sign-in.tsx112 // Step 1: fetch the device code and show it. We deliberately do NOT open theCOMMENT
LOW…tform/frontend/src/components/openai-codex-sign-in.tsx133 // Step 2: copy the code WHILE the page is still focused, then open the OpenAICOMMENT
LOW…m/frontend/src/components/xai-subscription-sign-in.tsx106 // Step 1: fetch the device code and show it. We deliberately do NOT open theCOMMENT
LOW…m/frontend/src/components/xai-subscription-sign-in.tsx127 // Step 2: copy the code WHILE the page is still focused, then open the xAICOMMENT
LOW…ntend/src/components/microsoft-365-copilot-sign-in.tsx96 // Step 1: fetch the device code and show it. We deliberately do NOT open theCOMMENT
LOW…ntend/src/components/microsoft-365-copilot-sign-in.tsx118 // Step 2: copy the code WHILE the page is still focused, then open theCOMMENT
LOW…orm/frontend/src/components/github-copilot-sign-in.tsx95 // Step 1: fetch the device code and show it. We deliberately do NOT open theCOMMENT
LOW…orm/frontend/src/components/github-copilot-sign-in.tsx116 // Step 2: copy the code WHILE the page is still focused, then open GitHub.COMMENT
LOW⚡…rontend/src/components/chat/mcp-app-container.test.tsx1089 // Step 1: the user collapses the app, reopens it, and pins it to the panelCOMMENT
LOW⚡…rontend/src/components/chat/mcp-app-container.test.tsx1098 // Step 2: the model renders a second, different app.COMMENT
LOW…rontend/src/components/chat/mcp-app-container.test.tsx1150 // Step 2: the model renders a second app — both stay expanded inline.COMMENT
LOWplatform/backend/src/database/utils/pagination.md80### Step 1: Add Pagination to Your ModelCOMMENT
LOWplatform/backend/src/database/utils/pagination.md110### Step 2: Add Pagination to Your RouteCOMMENT
LOWplatform/backend/src/database/utils/pagination.md142### Step 3: Test Your EndpointCOMMENT
LOWplatform/backend/src/models/agent.ts1764 // Step 1: Get paginated agent IDs with proper sortingCOMMENT
LOWplatform/backend/src/models/agent.ts1916 // Step 2: Get full agent data with tools for the paginated agent IDsCOMMENT
LOW…tform/backend/src/standalone-scripts/seed-mock-data.ts41 // Step 0: Clean existing data.COMMENT
LOW…tform/backend/src/standalone-scripts/seed-mock-data.ts57 // Step 1: Create usersCOMMENT
LOW…tform/backend/src/standalone-scripts/seed-mock-data.ts84 // Step 2: Create teams and add membersCOMMENT
LOW…tform/backend/src/standalone-scripts/seed-mock-data.ts153 // Step 3: Create agents, MCP gateways, and LLM proxies with ownership patternsCOMMENT
LOW⚡…tform/backend/src/standalone-scripts/seed-mock-data.ts316 // Step 4: Create tools linked to agentsCOMMENT
LOW⚡…tform/backend/src/standalone-scripts/seed-mock-data.ts326 // Step 5: Create agent-tool relationshipsCOMMENT
LOW⚡…tform/backend/src/standalone-scripts/seed-mock-data.ts336 // Step 6: Create 200 mock interactionsCOMMENT
LOW⚡platform/e2e-tests/tests/oauth-self-hosted.spec.ts71 // Step 1: Fetch the authorization page to get the mock IdP linkCOMMENT
LOWplatform/e2e-tests/tests/oauth-self-hosted.spec.ts84 // Step 2: Call the mock IdP callback directly (simulates user clicking "Authorize")COMMENT
LOWplatform/e2e-tests/tests/oauth-self-hosted.spec.ts97 // Step 3: Extract code and state from the redirect URLCOMMENT
LOW⚡…log/data/mcp-evaluations/codergamester__mcp-unity.json18 "readme": "# MCP Unity Editor (Game Engine)\n\n[![](https://badge.mcpx.dev?status=on 'MCP Enabled')](https://modelcontCODE
LOW⚡…p-catalog/data/mcp-evaluations/fastnai__mcp-fastn.json20 "readme": "# Unified Context Layer (UCL) MCP Server\n\nUnified Context Layer (UCL) is a multi-tenant Model Context ProCODE
LOW⚡mcp-catalog/data/mcp-evaluations/apecloud__aperag.json36 "readme": "# ApeRAG\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/apecloud/ApeRAG)](https://archCODE
LOW⚡…/data/mcp-evaluations/rashidazarang__airtable-mcp.json36 "readme": "# Airtable MCP Server\n\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/rashidazarang/aCODE
LOW⚡…g/data/mcp-evaluations/isnow890__naver-search-mcp.json36 "readme": "# Naver Search MCP Server\n\n[![한국어](https://img.shields.io/badge/한국어-README-yellow)](README-ko.md)\n\n[![TCODE
LOW⚡mcp-catalog/data/mcp-evaluations/idosal__git-mcp.json31 "readme": "# GitMCP\n\n<p align=\"center\">\n <img width=\"884\" alt=\"image\" src=\"https://github.com/user-attachmeCODE
LOW…ations/quentincody__shopify-storefront-mcp-server.json51 "readme": "# Shopify Storefront MCP Server\n\nThis server provides access to the Shopify Storefront API via MCP, allowCODE
LOW⚡…ata/mcp-evaluations/langfuse__mcp-server-langfuse.json44 "readme": "# Langfuse Prompt Management MCP Server\n\n[Model Context Protocol](https://github.com/modelcontextprotocolCODE
LOW…-catalog/data/mcp-evaluations/teddyzxcv__ntfy-mcp.json28 "readme": "# ntfy-mcp: Your Friendly Task Completion Notifier\n\nWelcome to ntfy-mcp, the MCP server that keeps you caCODE
LOW⚡…talog/data/mcp-evaluations/coding-solo__godot-mcp.json36 "readme": "\n# Godot MCP\n\n[![Github-sponsors](https://img.shields.io/badge/sponsor-30363D?style=for-the-badge&logo=GCODE
LOW⚡…og/data/mcp-evaluations/line__line-bot-mcp-server.json36 "readme": "[日本語版 READMEはこちら](README.ja.md)\n\n# LINE Bot MCP Server\n\n[![npmjs](https://badge.fury.io/js/%40line%2FliCODE
Verbosity Indicators34 hits · 54 pts
SeverityFileLineSnippetContext
LOW…tform/frontend/src/components/openai-codex-sign-in.tsx112 // Step 1: fetch the device code and show it. We deliberately do NOT open theCOMMENT
LOW…tform/frontend/src/components/openai-codex-sign-in.tsx133 // Step 2: copy the code WHILE the page is still focused, then open the OpenAICOMMENT
LOW…m/frontend/src/components/xai-subscription-sign-in.tsx106 // Step 1: fetch the device code and show it. We deliberately do NOT open theCOMMENT
LOW…m/frontend/src/components/xai-subscription-sign-in.tsx127 // Step 2: copy the code WHILE the page is still focused, then open the xAICOMMENT
LOW…ntend/src/components/microsoft-365-copilot-sign-in.tsx96 // Step 1: fetch the device code and show it. We deliberately do NOT open theCOMMENT
LOW…ntend/src/components/microsoft-365-copilot-sign-in.tsx118 // Step 2: copy the code WHILE the page is still focused, then open theCOMMENT
LOW…orm/frontend/src/components/github-copilot-sign-in.tsx95 // Step 1: fetch the device code and show it. We deliberately do NOT open theCOMMENT
LOW…orm/frontend/src/components/github-copilot-sign-in.tsx116 // Step 2: copy the code WHILE the page is still focused, then open GitHub.COMMENT
LOW⚡…rontend/src/components/chat/mcp-app-container.test.tsx1089 // Step 1: the user collapses the app, reopens it, and pins it to the panelCOMMENT
LOW⚡…rontend/src/components/chat/mcp-app-container.test.tsx1098 // Step 2: the model renders a second, different app.COMMENT
LOW…rontend/src/components/chat/mcp-app-container.test.tsx1150 // Step 2: the model renders a second app — both stay expanded inline.COMMENT
LOWplatform/backend/src/models/agent.ts1764 // Step 1: Get paginated agent IDs with proper sortingCOMMENT
LOWplatform/backend/src/models/agent.ts1916 // Step 2: Get full agent data with tools for the paginated agent IDsCOMMENT
LOW…tform/backend/src/standalone-scripts/seed-mock-data.ts41 // Step 0: Clean existing data.COMMENT
LOW…tform/backend/src/standalone-scripts/seed-mock-data.ts57 // Step 1: Create usersCOMMENT
LOW…tform/backend/src/standalone-scripts/seed-mock-data.ts84 // Step 2: Create teams and add membersCOMMENT
LOW…tform/backend/src/standalone-scripts/seed-mock-data.ts153 // Step 3: Create agents, MCP gateways, and LLM proxies with ownership patternsCOMMENT
LOW⚡…tform/backend/src/standalone-scripts/seed-mock-data.ts316 // Step 4: Create tools linked to agentsCOMMENT
LOW⚡…tform/backend/src/standalone-scripts/seed-mock-data.ts326 // Step 5: Create agent-tool relationshipsCOMMENT
LOW⚡…tform/backend/src/standalone-scripts/seed-mock-data.ts336 // Step 6: Create 200 mock interactionsCOMMENT
LOW⚡platform/e2e-tests/tests/oauth-self-hosted.spec.ts71 // Step 1: Fetch the authorization page to get the mock IdP linkCOMMENT
LOWplatform/e2e-tests/tests/oauth-self-hosted.spec.ts84 // Step 2: Call the mock IdP callback directly (simulates user clicking "Authorize")COMMENT
LOWplatform/e2e-tests/tests/oauth-self-hosted.spec.ts97 // Step 3: Extract code and state from the redirect URLCOMMENT
LOW⚡…log/data/mcp-evaluations/codergamester__mcp-unity.json18 "readme": "# MCP Unity Editor (Game Engine)\n\n[![](https://badge.mcpx.dev?status=on 'MCP Enabled')](https://modelcontCODE
LOW⚡…p-catalog/data/mcp-evaluations/fastnai__mcp-fastn.json20 "readme": "# Unified Context Layer (UCL) MCP Server\n\nUnified Context Layer (UCL) is a multi-tenant Model Context ProCODE
LOW⚡mcp-catalog/data/mcp-evaluations/apecloud__aperag.json36 "readme": "# ApeRAG\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/apecloud/ApeRAG)](https://archCODE
LOW⚡…/data/mcp-evaluations/rashidazarang__airtable-mcp.json36 "readme": "# Airtable MCP Server\n\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/rashidazarang/aCODE
LOW⚡…g/data/mcp-evaluations/isnow890__naver-search-mcp.json36 "readme": "# Naver Search MCP Server\n\n[![한국어](https://img.shields.io/badge/한국어-README-yellow)](README-ko.md)\n\n[![TCODE
LOW⚡mcp-catalog/data/mcp-evaluations/idosal__git-mcp.json31 "readme": "# GitMCP\n\n<p align=\"center\">\n <img width=\"884\" alt=\"image\" src=\"https://github.com/user-attachmeCODE
LOW…ations/quentincody__shopify-storefront-mcp-server.json51 "readme": "# Shopify Storefront MCP Server\n\nThis server provides access to the Shopify Storefront API via MCP, allowCODE
LOW⚡…ata/mcp-evaluations/langfuse__mcp-server-langfuse.json44 "readme": "# Langfuse Prompt Management MCP Server\n\n[Model Context Protocol](https://github.com/modelcontextprotocolCODE
LOW…-catalog/data/mcp-evaluations/teddyzxcv__ntfy-mcp.json28 "readme": "# ntfy-mcp: Your Friendly Task Completion Notifier\n\nWelcome to ntfy-mcp, the MCP server that keeps you caCODE
LOW⚡…talog/data/mcp-evaluations/coding-solo__godot-mcp.json36 "readme": "\n# Godot MCP\n\n[![Github-sponsors](https://img.shields.io/badge/sponsor-30363D?style=for-the-badge&logo=GCODE
LOW⚡…og/data/mcp-evaluations/line__line-bot-mcp-server.json36 "readme": "[日本語版 READMEはこちら](README.ja.md)\n\n# LINE Bot MCP Server\n\n[![npmjs](https://badge.fury.io/js/%40line%2FliCODE
Empty Error Handlers8 hits · 40 pts
SeverityFileLineSnippetContext
HIGHplatform/agent_images/tests/mcp-startup.py185except (BrokenPipeError, ConnectionResetError):CODE
HIGHplatform/agent_images/tests/mcp-startup.py387except ProcessLookupError:CODE
HIGHplatform/agent_images/tests/mcp-startup.py380except ProcessLookupError:CODE
HIGHplatform/agent_images/tests/hermes-startup.py124except ProcessLookupError:CODE
HIGHplatform/backend/src/static/workspace-files.py135except FileExistsError:CODE
HIGHplatform/backend/src/static/workspace-files.py321except FileNotFoundError:CODE
HIGHplatform/backend/src/static/workspace-files.py90except FileNotFoundError:CODE
HIGHplatform/backend/src/static/workspace-files.py116except FileNotFoundError:CODE
Unused Imports24 hits · 24 pts
SeverityFileLineSnippetContext
LOWmigration-kit/install.py12CODE
LOWmigration-kit/scripts/frontmatter.py26CODE
LOWmigration-kit/scripts/discover.py18CODE
LOWmigration-kit/scripts/contracts.py18CODE
LOWmigration-kit/scripts/archestra_client.py20CODE
LOWmigration-kit/scripts/apply.py22CODE
LOWplatform/agent_images/tests/codex-failure.py14CODE
LOW.github/scripts/check-docs-mcp-tool-links.py13CODE
LOW.github/scripts/check-supply-chain-policy.py3CODE
LOW.github/scripts/check-docs-api-links.py16CODE
LOW.github/scripts/check-docs-permission-links.py13CODE
LOW.github/scripts/check-docs-links.py19CODE
LOW.github/scripts/check-docs-navigation.py12CODE
LOW.github/scripts/check-docs-image-policy.py3CODE
LOW.github/scripts/test_check_supply_chain_policy.py3CODE
LOW.github/scripts/check-docs-metric-links.py17CODE
LOW.github/scripts/check-docs-env-var-links.py18CODE
LOWai-labs/tasks/median-salary/expected/generate.py19CODE
LOW…labs/tasks/ai-sre-cache-treadmill/expected/generate.py41CODE
LOWai-labs/tasks/pcap-soc-triage/generate.py30CODE
LOWai-labs/tasks/renewal-churn-risk/generate.py17CODE
LOWai-labs/tasks/sqlite-orders/expected/generate.py25CODE
LOWai-labs/tasks/ai-sre-fk-drain/expected/generate.py32CODE
LOWai-labs/scripts/build_review_snapshot.py19CODE
Deep Nesting22 hits · 22 pts
SeverityFileLineSnippetContext
LOWmigration-kit/scripts/discover.py559CODE
LOWmigration-kit/scripts/apply.py714CODE
LOWplatform/agent_images/tests/mcp-startup.py53CODE
LOWplatform/agent_images/tests/mcp-startup.py72CODE
LOWplatform/agent_images/tests/mcp-startup.py224CODE
LOWplatform/agent_images/tests/mcp-startup.py274CODE
LOWplatform/agent_images/tests/codex-failure.py83CODE
LOWplatform/agent_images/tests/hermes-startup.py29CODE
LOWplatform/agent_images/tests/claude-auth.py18CODE
LOWplatform/agent_images/tests/claude-auth.py64CODE
LOWplatform/backend/src/static/workspace-files.py60CODE
LOWplatform/backend/src/static/workspace-files.py220CODE
LOWplatform/dev/grafana/generate-pg-dashboard-variants.py489CODE
LOW.github/scripts/check-docs-api-links.py37CODE
LOW.github/scripts/check-migration-upgrades.py68CODE
LOW.github/scripts/backport.py115CODE
LOW.github/scripts/test_ci_image_rollout.py162CODE
LOWai-labs/tasks/expense-report-continue/verifier.py74CODE
LOWai-labs/tasks/aec-material-json-takeoff/verifier.py139CODE
LOW…labs/tasks/ai-sre-cache-treadmill/expected/generate.py102CODE
LOWai-labs/tasks/xlsx-live-formulas/verifier.py70CODE
LOWai-labs/tasks/ai-sre-fk-drain/expected/generate.py85CODE
Excessive Try-Catch Wrapping17 hits · 22 pts
SeverityFileLineSnippetContext
LOW…vices/agent-connection-setup/setup-script.unit.test.ts706except Exception: passCODE
LOW…nection-setup/payloads/managed-instructions-refresh.ts64except Exception:CODE
LOW…/services/agent-connection-setup/agents/copilot-cli.ts146 except Exception:CODE
LOW⚡…/services/agent-connection-setup/agents/claude-code.ts615except Exception:CODE
LOW⚡…/services/agent-connection-setup/agents/claude-code.ts736except Exception:CODE
LOW⚡…/services/agent-connection-setup/agents/claude-code.ts755except Exception:CODE
LOW⚡…src/services/agent-connection-setup/agents/opencode.ts199except Exception as error:CODE
LOW⚡…rvices/agent-connection-setup/agents/claude-desktop.ts291except Exception as error:CODE
LOW…ervices/agent-connection-setup/guard/clients/verify.ts41except Exception:CODE
LOW…es/agent-connection-setup/guard/clients/claude-code.ts66 except Exception:CODE
LOW…es/agent-connection-setup/guard/clients/claude-code.ts121except Exception:CODE
MEDIUM…es/agent-connection-setup/guard/clients/claude-code.ts29def load_json(path):CODE
LOW⚡…vices/agent-connection-setup/guard/clients/opencode.ts237except Exception:CODE
LOW⚡ai-labs/tasks/aec-material-json-takeoff/verifier.py171 except Exception as exc: # noqa: BLE001 -- any load failure means it is not a real workbookCODE
LOWai-labs/scripts/publish_run.py158 except Exception:CODE
LOWai-labs/scripts/publish_run.py201 except Exception:CODE
LOWai-labs/scripts/publish_run.py229 except Exception:CODE
Redundant / Tautological Comments11 hits · 15 pts
SeverityFileLineSnippetContext
LOWplatform/docker/scripts/docker-entrypoint.sh154 # Check if cluster already existsCOMMENT
LOWplatform/docker/scripts/docker-entrypoint.sh370# Check if using external database (ARCHESTRA_DATABASE_URL or DATABASE_URL is set)COMMENT
LOWplatform/benchmarks/setup-gcp-benchmark.sh54# Check if gcloud is installedCOMMENT
LOW⚡platform/dev/grafana/install-dashboards.sh146# Check if folder already existsCOMMENT
LOWplatform/helm/archestra/values.yaml548 # Set useInClusterConfig to false and configure the secret belowCOMMENT
LOW…-catalog/data/mcp-evaluations/areweai__tsgram-mcp.json52 "readme": "# TSGram MCP 🚀\n\n**Get Claude Code in your local project talking to Telegram in 3 minutes!**\n\n<img src=\CODE
LOW…aluations/sanyambassi__thales-cdsp-csm-mcp-server.json19 "readme": "# Thales CSM MCP Server\n\nSimple MCP server for Thales CipherTrust Secrets Management, powered by AkeylessCODE
LOW⚡…-catalog/data/mcp-evaluations/bivex__kanboard-mcp.json56 "readme": "# 🚀 Kanboard MCP Server\n\n> **Model Context Protocol (MCP) Server for Kanboard Integration**\n\nA powerfulCODE
LOWmcp-catalog/data/mcp-evaluations/docker__hub-mcp.json35 "readme": "# Docker Hub MCP Server\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/docker/hub-mcp)CODE
LOW…-catalog/data/mcp-evaluations/tigranbs__mcgravity.json73 "readme": "# McGravity\n\n<div align=\"center\">\n <img src=\"./assets/thumbnail.png\" alt=\"McGravity Thumbnail\" wiCODE
LOW⚡…catalog/data/mcp-evaluations/rinadelph__agent-mcp.json34 "readme": "# Agent-MCP\r\n\r\n[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/rinadelph/Agent-MCODE
Cross-Language Confusion1 hit · 5 pts
SeverityFileLineSnippetContext
HIGHai-labs/tasks/invoice-approval/verifier.py72 errors.append(f"{inv_id}: flagged invoice must have amount_cents=null, got {got_amount!r}")CODE
Example Usage Blocks2 hits · 3 pts
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LOWplatform/scripts/e2e-lite.sh13# Usage:COMMENT
LOWplatform/scripts/dev-stack.sh16# Usage:COMMENT
Overly Generic Function Names2 hits · 2 pts
SeverityFileLineSnippetContext
LOWplatform/frontend/public/mockServiceWorker.js124async function handleRequest(event, requestId, requestInterceptedAt) {CODE
LOWplatform/agent_images/tests/hermes-startup.py29 def run_task(self, root, mode):CODE
Modern Structural Boilerplate2 hits · 2 pts
SeverityFileLineSnippetContext
LOWai-labs/scripts/publish_run.py26logger = logging.getLogger(__name__)CODE
LOWai-labs/scripts/export_tensorboard.py24logger = logging.getLogger(__name__)CODE
TODO Padding1 hit · 2 pts
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LOWplatform/backend/src/routes/proxy/llm-proxy-handler.ts3897 // TODO: Add test for metrics reported by the LLM proxy. It's not obvious sinceCOMMENT
AI Structural Patterns1 hit · 1 pts
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LOW.github/scripts/test_release_publication.py49CODE