AI Slop Code RIsk Monitor

sooperset/mcp-atlassian

MCP server for Atlassian tools (Confluence, Jira)

40.8 High pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for sooperset/mcp-atlassian, a Python project with 5,985 GitHub stars. SynthScan examined 128,939 lines of code across 375 source files, recording 4166 pattern matches distributed across 21 syntactic categories. The legacy adjusted pattern signal is 40.8 (High 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.

40.8
Adjusted Signal
40.8
Raw Pattern Score
100%
Time Factor
2026-09-19
Last Push
6.0K
Stars
Python
Language
128.9K
Lines of Code
375
Files
4.2K
Pattern Hits
2026-10-12
Scan Date
0.59
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 77.2/100 · CRITICAL

Can maintainers explain intent, assumptions, and trade-offs? 3285 finding(s).

Hallucinated Dependency & Supply Chain Risk 12.3/100 · LOW

Are imports declared and package/API names verified? 309 finding(s).

Agent Over-Engineering Ratio 74.9/100 · HIGH

Are wrappers, guards, and repeated structures necessary? 3375 finding(s).

PR Review Velocity Impact 89.4/100 · CRITICAL

Which changes need focused human review? 4166 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 1HIGH 222MEDIUM 248LOW 3695

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 4166 distinct pattern matches across 21 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 Identifiers2794 hits · 2451 pts
SeverityFileLineSnippetContext
LOW⚡tests/conftest.py334def validate_test_environment():CODE
LOWtests/README.md131def test_existing_functionality(jira_issue_data, confluence_page_data):CODE
LOWtests/README.md179def test_issue_key_validation(make_jira_issue):CODE
LOWtests/README.md184def test_issue_key_validation(complete_jira_issue_data):CODE
LOWtests/README.md271def test_real_api_integration(CODE
LOWtests/unit/test_truststore_env.py13def _should_inject_truststore(env_value: str | None, dotenv_value: str | None) -> bool:CODE
LOWtests/unit/test_truststore_env.py100 def test_none_dotenv_value_does_not_crash(self) -> None:CODE
LOWtests/unit/test_truststore_env.py112 def test_import_time_with_env_false(self) -> None:CODE
LOWtests/unit/test_truststore_env.py150 def test_import_time_with_env_no(self) -> None:CODE
LOWtests/unit/test_truststore_env.py167 def test_import_time_default_enables_truststore(self) -> None:CODE
LOWtests/unit/test_truststore_env.py186 def test_import_time_dotenv_none_does_not_crash(self) -> None:CODE
LOWtests/unit/test_mcp_wire_probe.py41def test_staging_profile_rejects_invalid_rate(value: str) -> None:CODE
LOWtests/unit/test_mcp_wire_probe.py49def test_staging_profile_requires_values_without_echoing_secrets() -> None:CODE
LOWtests/unit/test_mcp_wire_probe.py61def test_staging_profile_passes_only_approved_environment() -> None:CODE
LOWtests/unit/test_mcp_wire_probe.py85def test_staging_tool_gate_requires_exact_read_allowlist() -> None:CODE
LOW⚡tests/unit/test_mcp_wire_probe.py118def test_expected_protocol_version_accepts_matching_lane() -> None:CODE
LOW⚡tests/unit/test_mcp_wire_probe.py124def test_expected_protocol_version_rejects_mismatch() -> None:CODE
LOW⚡tests/unit/test_mcp_wire_probe.py130def test_tool_expectations_accept_matching_listing() -> None:CODE
LOW⚡tests/unit/test_mcp_wire_probe.py139def test_tool_expectations_reject_missing_expected_tool() -> None:CODE
LOW⚡tests/unit/test_mcp_wire_probe.py149def test_tool_expectations_reject_visible_hidden_tool() -> None:CODE
LOW⚡tests/unit/test_mcp_wire_probe.py159def test_tool_expectations_reject_contradictory_configuration() -> None:CODE
LOW⚡tests/unit/test_mcp_wire_probe.py169def test_installed_versions_are_sanitized_and_tolerate_missing_package() -> None:CODE
LOWtests/unit/test_mcp_wire_probe.py194def test_result_record_omits_response_content() -> None:CODE
LOW⚡tests/unit/test_exceptions.py15 def test_instantiation_without_message(self):CODE
LOW⚡tests/unit/test_exceptions.py24 def test_instantiation_with_message(self):CODE
LOW⚡tests/unit/test_exceptions.py34 def test_instantiation_with_multiple_args(self):CODE
LOWtests/unit/test_exceptions.py46 def test_inheritance_hierarchy(self):CODE
LOWtests/unit/test_exceptions.py56 def test_string_representation(self):CODE
LOW⚡tests/unit/test_exceptions.py74 def test_exception_raising_and_catching(self):CODE
LOW⚡tests/unit/test_exceptions.py84 def test_exception_catching_as_base_exception(self):CODE
LOW⚡tests/unit/test_exceptions.py94 def test_exception_chaining_with_cause(self):CODE
LOWtests/unit/test_exceptions.py110 def test_exception_chaining_with_context(self):CODE
LOWtests/unit/test_exceptions.py125 def test_exception_suppressed_context(self):CODE
LOWtests/unit/test_exceptions.py141 def test_serialization_with_pickle(self):CODE
LOWtests/unit/test_exceptions.py156 def test_exception_attributes_access(self):CODE
LOWtests/unit/test_exceptions.py184 def test_realistic_authentication_scenarios(self):CODE
LOWtests/unit/test_docker_versioning.py6def test_dockerfile_injects_version_before_project_install() -> None:CODE
LOWtests/unit/test_docker_versioning.py21def test_docker_workflow_passes_version_and_guards_manual_tag() -> None:CODE
LOW⚡tests/unit/test_generate_tool_docs.py46def test_escape_mdx_in_table_handles_json_braces(CODE
LOW⚡tests/unit/test_generate_tool_docs.py54def test_upload_attachment_override_matches_tool_parameter() -> None:CODE
LOW⚡tests/unit/test_generate_tool_docs.py64def test_tool_override_preserves_legacy_positional_fields() -> None:CODE
LOWtests/unit/test_generate_tool_docs.py81def test_attachment_and_jira_guidance_are_preserved_in_overrides() -> None:CODE
LOWtests/unit/test_generate_tool_docs.py97def _render_override_category(CODE
LOWtests/unit/test_generate_tool_docs.py138def test_jira_create_metadata_guidance_survives_page_regeneration(CODE
LOWtests/unit/test_generate_tool_docs.py157def test_upload_attachment_examples_survive_page_regeneration(CODE
LOWtests/unit/test_generate_tool_docs.py229def test_restored_examples_survive_page_regeneration(CODE
LOWtests/unit/test_generate_tool_docs.py261def test_cloud_only_guidance_survives_page_regeneration(CODE
LOWtests/unit/test_generate_tool_docs.py307def test_category_template_renders_notes_and_safe_nested_json() -> None:CODE
LOWtests/unit/test_generate_tool_docs.py406def test_check_counts_rejects_valid_number_in_wrong_context(CODE
LOWtests/unit/test_generate_tool_docs.py439def test_check_mode_rejects_stale_warning_core_toolset_count(CODE
LOWtests/unit/test_generate_tool_docs.py484def test_check_generated_pages_detects_stale_toolset_membership(CODE
LOWtests/unit/test_main_transport_selection.py30 def test_http_transports_use_direct_execution(CODE
LOWtests/unit/test_main_transport_selection.py55 def test_stdio_transport_uses_stdin_guard(self, mock_server, mock_asyncio_run):CODE
LOWtests/unit/test_main_transport_selection.py96 def test_stateless_rejects_non_streamable_http(self, mock_asyncio_run, transport):CODE
LOWtests/unit/test_main_transport_selection.py106 def test_cli_overrides_env_transport(self, mock_server, mock_asyncio_run):CODE
LOWtests/unit/test_main_transport_selection.py122 async def test_stdio_guard_cancels_server_when_parent_exits(self):CODE
LOWtests/unit/test_main_transport_selection.py148 def test_signal_handlers_always_setup(self, mock_server):CODE
LOWtests/unit/test_main_transport_selection.py164 def test_error_handling_preserved(self, mock_server):CODE
LOWtests/unit/test_stdin_monitoring_fix.py15 def test_streamable_http_starts_without_hanging(self):CODE
LOWtests/unit/test_stdin_monitoring_fix.py65 def test_code_structure_validates_fix(self):STRING
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Docstring Block Structure166 hits · 792 pts
SeverityFileLineSnippetContext
HIGHCONTRIBUTING.md111Summary of function purpose. More detailed description if needed. Args: param1STRING
HIGHsrc/mcp_atlassian/utils/env.py144Parse custom headers from environment variable containing comma-separated key=value pairs. Args: env_var_naSTRING
HIGHsrc/mcp_atlassian/utils/io.py27Validate that a path does not escape the base directory. Resolves symlinks and normalizes the path to prevent path STRING
HIGHsrc/mcp_atlassian/models/base.py32 Convert an API response to a model instance. Args: data: The API response data STRING
HIGHsrc/mcp_atlassian/jira/issues.py91 Get a Jira issue by key. Args: issue_key: The issue key (e.g., PROJECT-123) exSTRING
HIGHsrc/mcp_atlassian/jira/issues.py608 Create a new Jira issue. Args: project_key: The key of the project summary: ThSTRING
HIGHsrc/mcp_atlassian/jira/issues.py1230 Update a Jira issue. Args: issue_key: The key of the issue to update fields: DSTRING
HIGHsrc/mcp_atlassian/jira/issues.py1454 Assign a Jira issue to a user using the dedicated assignment endpoint. Unlike update_issue (which setsSTRING
HIGHsrc/mcp_atlassian/jira/issues.py1520 Update an issue with a status change. Args: issue_key: The key of the issue to update STRING
HIGHsrc/mcp_atlassian/jira/issues.py1658 Delete a Jira issue. Args: issue_key: The key of the issue to delete Returns: STRING
HIGHsrc/mcp_atlassian/jira/issues.py1679 Move a Jira issue to a different project. Uses Jira Cloud's bulk move API. The issue can be assigned aSTRING
HIGHsrc/mcp_atlassian/jira/issues.py1916 Get raw transition data from the Jira API. This is an internal method that returns unprocessed transitSTRING
HIGHsrc/mcp_atlassian/jira/issues.py1942 Transition an issue to a new status. Args: issue_key: The key of the issue traSTRING
HIGHsrc/mcp_atlassian/jira/issues.py1969Create multiple Jira issues in a batch. Args: issues: List of issue dictionaries, each containing: STRING
HIGHsrc/mcp_atlassian/jira/metrics.py35 Get raw date information for a single Jira issue. Args: issue_key: The issue key (e.g., PRSTRING
HIGHsrc/mcp_atlassian/jira/metrics.py373 Format minutes into human-readable string. Examples: - 90 -> "1h 30m" - 1500 -> "1d 1hSTRING
HIGHsrc/mcp_atlassian/jira/sprints.py134Add issues to a sprint. Args: sprint_id: The sprint ID to add issues to. issue_keys: LiSTRING
HIGHsrc/mcp_atlassian/jira/sprints.py153Move issues to the backlog (removes them from any sprint). Args: issue_keys: List of issue keys to STRING
HIGHsrc/mcp_atlassian/jira/field_options.py61Get allowed option values for a custom field. Cloud: Uses the Field Context Option API with pagination. STRING
HIGHsrc/mcp_atlassian/jira/field_options.py152Get field options via Server/DC createmeta. Uses the new createmeta endpoint introduced in Jira 9.x+: `STRING
HIGHsrc/mcp_atlassian/jira/epics.py320 Link an existing issue to an epic. Args: issue_key: The key of the issue to link (e.g. 'PRSTRING
HIGHsrc/mcp_atlassian/jira/epics.py457 Get all issues linked to a specific epic. Args: epic_key: The key of the epic (e.g. 'PROJ-STRING
HIGHsrc/mcp_atlassian/jira/epics.py872 Update Epic-specific fields after Epic creation. This method implements the second step of the two-steSTRING
HIGHsrc/mcp_atlassian/jira/forms_api.py56Make a request to the Forms API. Supports all authentication types: OAuth, PAT, and Basic Auth. Args: STRING
HIGHsrc/mcp_atlassian/jira/forms_api.py170Get all forms associated with an issue. Args: issue_key: The issue key (e.g. 'PROJ-123') RSTRING
HIGHsrc/mcp_atlassian/jira/forms_api.py215Get detailed information about a specific form. Args: issue_key: The issue key (e.g. 'PROJ-123') STRING
HIGHsrc/mcp_atlassian/jira/forms_api.py251Update form field answers directly via the Forms API. **Known Limitation - DATETIME fields:** The Jira STRING
HIGHsrc/mcp_atlassian/jira/forms_api.py331Add a form template to an issue. Args: issue_key: The issue key (e.g. 'PROJ-123') templSTRING
HIGHsrc/mcp_atlassian/jira/forms_api.py379Get attachment metadata for a form. Args: issue_key: The issue key (e.g. 'PROJ-123') foSTRING
HIGHsrc/mcp_atlassian/jira/worklog.py74 Add a worklog entry to a Jira issue. Args: issue_key: The issue key (e.g. 'PROJ-123') STRING
HIGHsrc/mcp_atlassian/jira/worklog.py205 Get all worklog entries for an issue. Args: issue_key: The issue key (e.g. 'PROJ-123') STRING
HIGHsrc/mcp_atlassian/jira/project_analysis.py86Group a project's epics under their cross-project parent issues. Fetches all epics in *project_key*, inspects tSTRING
HIGHsrc/mcp_atlassian/jira/project_analysis.py167Find all cross-project issue links for a project. Scans issues in *project_key*, extracts every issue link whosSTRING
HIGHsrc/mcp_atlassian/jira/users.py122 Get the account ID for a username or account ID. Args: assignee: Username, display name, eSTRING
HIGHsrc/mcp_atlassian/jira/users.py380 Determines the correct API parameter and value for the jira.user() call based on the identifier and instance tySTRING
HIGHsrc/mcp_atlassian/jira/users.py482 Search Jira users assignable in a given project or issue. Uses GET /rest/api/2/user/assignable/search STRING
HIGHsrc/mcp_atlassian/jira/users.py554 Retrieve Jira user profile information by identifier. Args: identifier: User identifier (aSTRING
HIGHsrc/mcp_atlassian/jira/protocols.py129 Update Epic-specific fields after Epic creation. This method implements the second step of the two-steSTRING
HIGHsrc/mcp_atlassian/jira/protocols.py273Get the account ID for a username. Args: assignee: Username or account ID issue_key: OpSTRING
HIGHsrc/mcp_atlassian/jira/client.py406 Repeatly fetch paged data from Jira API using `nextPageToken` to paginate. Args: method: TSTRING
HIGHsrc/mcp_atlassian/jira/watchers.py75Remove a user from watching an issue. Args: issue_key: The issue key (e.g. 'PROJ-123'). STRING
HIGHsrc/mcp_atlassian/jira/forms_common.py21 Convert HTTPError to appropriate exception for form operations. Args: error: The HTTPError to handle STRING
HIGHsrc/mcp_atlassian/jira/forms_common.py52 Convert ISO 8601 datetime strings to Unix timestamps in milliseconds for ProForma forms. This function automatSTRING
HIGHsrc/mcp_atlassian/jira/links.py92 Create a link between two issues. Args: data: A dictionary containing the link data with tSTRING
HIGHsrc/mcp_atlassian/jira/links.py163 Create a remote issue link (web link or Confluence link). Args: issue_key: The key of the STRING
HIGHsrc/mcp_atlassian/jira/links.py229Get remote links (web links, Confluence links) for an issue. Args: issue_key: The issue key (e.g., STRING
HIGHsrc/mcp_atlassian/jira/links.py264 Remove a link between two issues. Args: link_id: The ID of the link to remove RetSTRING
HIGHsrc/mcp_atlassian/jira/development.py25 Get development information (PRs, commits, branches) for a Jira issue. This uses the /rest/dev-status/STRING
HIGHsrc/mcp_atlassian/jira/forms.py19 Get all ProForma forms associated with an issue. Args: issue_key: The issue key (e.g. 'PROSTRING
HIGHsrc/mcp_atlassian/jira/forms.py67 Get detailed information about a specific ProForma form. Args: issue_key: The issue key (eSTRING
HIGHsrc/mcp_atlassian/jira/forms.py114 Reopen a submitted ProForma form to allow editing. Args: issue_key: The issue key (e.g. 'PSTRING
HIGHsrc/mcp_atlassian/jira/forms.py152 Submit a ProForma form after making changes. Args: issue_key: The issue key (e.g. 'PROJ-12STRING
HIGHsrc/mcp_atlassian/jira/forms.py188 Update a field in a ProForma form by updating the associated Jira field. This method works by updatingSTRING
HIGHsrc/mcp_atlassian/jira/transitions.py21 Get the available status transitions for an issue. Args: issue_key: The issue key (e.g. 'PSTRING
HIGHsrc/mcp_atlassian/jira/transitions.py127 Transition a Jira issue to a new status. Note on Jira Cloud comments: On Jira Cloud, commeSTRING
HIGHsrc/mcp_atlassian/jira/sla.py52 Calculate SLA metrics for a single Jira issue. Args: issue_key: The issue key (e.g., PROJESTRING
HIGHsrc/mcp_atlassian/jira/search.py86 Search for issues using JQL (Jira Query Language). Args: jql: JQL query string STRING
HIGHsrc/mcp_atlassian/jira/search.py232 Get all issues linked to a specific board. Args: board_id: The ID of the board STRING
HIGHsrc/mcp_atlassian/jira/search.py301 Get all issues linked to a specific sprint. Args: sprint_id: The ID of the sprint STRING
HIGHsrc/mcp_atlassian/jira/boards.py25 Get boards from Jira by name, project key, or type. Args: board_name: The name of board, sSTRING
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Decorative Section Separators159 hits · 582 pts
SeverityFileLineSnippetContext
MEDIUMtests/conftest.py39# ============================================================================COMMENT
MEDIUMtests/conftest.py41# ============================================================================COMMENT
MEDIUMtests/conftest.py101# ============================================================================COMMENT
MEDIUMtests/conftest.py103# ============================================================================COMMENT
MEDIUMtests/conftest.py140# ============================================================================COMMENT
MEDIUMtests/conftest.py142# ============================================================================COMMENT
MEDIUMtests/conftest.py214# ============================================================================COMMENT
MEDIUMtests/conftest.py216# ============================================================================COMMENT
MEDIUMtests/conftest.py247# ============================================================================COMMENT
MEDIUMtests/conftest.py249# ============================================================================COMMENT
MEDIUMtests/conftest.py276# ============================================================================COMMENT
MEDIUMtests/conftest.py278# ============================================================================COMMENT
MEDIUM⚡tests/conftest.py328# ============================================================================COMMENT
MEDIUM⚡tests/conftest.py330# ============================================================================COMMENT
MEDIUM⚡tests/unit/test_external_auth.py21# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py23# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py99# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py101# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py157# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py159# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py211# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py213# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py265# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py267# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py305# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/test_external_auth.py307# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/unit/models/conftest.py384# ============================================================================COMMENT
MEDIUM⚡tests/unit/models/conftest.py386# ============================================================================COMMENT
MEDIUM⚡tests/unit/models/conftest.py445# ============================================================================COMMENT
MEDIUM⚡tests/unit/models/conftest.py447# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py35# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py37# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py153# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py155# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py220# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py222# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py332# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py334# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py480# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py482# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py513# ============================================================================COMMENT
MEDIUMtests/unit/models/conftest.py515# ============================================================================COMMENT
MEDIUM⚡tests/unit/jira/conftest.py24# ============================================================================COMMENT
MEDIUM⚡tests/unit/jira/conftest.py26# ============================================================================COMMENT
MEDIUM⚡tests/unit/jira/conftest.py287# ============================================================================COMMENT
MEDIUM⚡tests/unit/jira/conftest.py289# ============================================================================COMMENT
MEDIUM⚡tests/unit/jira/conftest.py405# ============================================================================COMMENT
MEDIUM⚡tests/unit/jira/conftest.py407# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py65# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py67# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py111# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py113# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py135# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py137# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py233# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py235# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py371# ============================================================================COMMENT
MEDIUMtests/unit/jira/conftest.py373# ============================================================================COMMENT
MEDIUM⚡tests/unit/jira/test_field_options.py179# ============================================================================COMMENT
MEDIUM⚡tests/unit/jira/test_field_options.py181# ============================================================================COMMENT
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Self-Referential Comments87 hits · 296 pts
SeverityFileLineSnippetContext
MEDIUMtests/unit/test_stdin_monitoring_fix.py21 # Create a test script that simulates the issueCOMMENT
MEDIUMtests/unit/utils/test_ssl.py44 # Create a mock for PoolManager that will be returned by constructorCOMMENT
MEDIUMtests/unit/utils/test_proxy.py35 # Create a proper proxies dictionary that can be updatedCOMMENT
MEDIUMtests/unit/utils/test_proxy.py66 # Create a proper proxies dictionary that can be updatedCOMMENT
MEDIUMtests/unit/utils/test_proxy.py168 # Create a proper proxies dictionary that can be updatedCOMMENT
MEDIUMtests/unit/utils/test_proxy.py257 # Create a proper proxies dictionary that can be updatedCOMMENT
MEDIUMtests/unit/models/conftest.py530 # Define the factory functions once for reuseCOMMENT
MEDIUM⚡tests/unit/models/test_base_models.py24 # Create a test subclass with some fieldsCOMMENT
MEDIUMtests/unit/jira/test_issues.py1628 # Create the issue with fixVersions in additional_fieldsCOMMENT
MEDIUMtests/unit/jira/test_issues.py2311 # Create the issue with labels as a listCOMMENT
MEDIUMtests/unit/jira/test_issues.py2345 # Create the issue with labels as a comma-separated stringCOMMENT
MEDIUM⚡tests/unit/jira/test_epics.py182 # Create the fields dict and call the methodCOMMENT
MEDIUMtests/unit/jira/test_epics.py202 # Create the fields dict and call the method with basic valuesCOMMENT
MEDIUMtests/unit/jira/test_epics.py450 # Create a fields dict and call prepare_epic_fieldsCOMMENT
MEDIUMtests/unit/jira/test_epics.py655 # Create a mock search result object with issues attributeCOMMENT
MEDIUMtests/unit/jira/test_epics.py661 # Create a mock object with an issues attributeCOMMENT
MEDIUMtests/unit/jira/test_epics.py812 # Create a mock class for SearchResultCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py85 # Create a mock OAuth config without cloud_idCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py95 # Create a Jira config with OAuthCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py163 # Create a mock BYO OAuth configCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py168 # Create a Jira config with OAuthCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py213 # Create a mock BYO OAuth config with an empty cloud_idCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py218 # Create a Jira config with OAuthCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py233 # Create a mock BYO OAuth configCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py238 # Create a Jira config with OAuthCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py265 # Create a mock BYO OAuth config with an empty tokenCOMMENT
MEDIUM⚡tests/unit/jira/test_client_oauth.py271 # Create a Jira config with OAuthCOMMENT
MEDIUMtests/unit/jira/test_client_oauth.py19 # Create a mock OAuth config with both access and refresh tokensCOMMENT
MEDIUMtests/unit/jira/test_client_oauth.py31 # Create a Jira config with OAuthCOMMENT
MEDIUMtests/unit/jira/test_client_oauth.py110 # Create a mock OAuth configCOMMENT
MEDIUMtests/unit/jira/test_client_oauth.py121 # Create a Jira config with OAuthCOMMENT
MEDIUMtests/unit/jira/test_formatting.py15 # Create the mixin without calling its __init__ to avoid config dependenciesCOMMENT
MEDIUMtests/unit/jira/test_attachments.py56 # Create a mock Jira clientCOMMENT
MEDIUMtests/unit/jira/test_transitions.py25 # Create a get_issue method to allow returning JiraIssueCOMMENT
MEDIUMtests/unit/confluence/conftest.py377 # Create the mock Confluence instanceCOMMENT
MEDIUMtests/unit/confluence/conftest.py398 # Create the client with OAuth configCOMMENT
MEDIUMtests/unit/confluence/conftest.py422 # Create a client with a mocked configurationCOMMENT
MEDIUMtests/unit/confluence/test_pages.py1727 # Create a mock HTTP error response with 401COMMENT
MEDIUMtests/unit/confluence/test_pages.py1750 # Create a mock HTTP error response with 500COMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py91 # Create a mock BYO OAuth configCOMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py97 # Create a Confluence config with BYO OAuthCOMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py148 # Create a mock BYO OAuth config without cloud_idCOMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py154 # Create a Confluence config with BYO OAuthCOMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py169 # Create a mock BYO OAuth configCOMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py175 # Create a Confluence config with BYO OAuthCOMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py198 # Create a mock BYO OAuth configCOMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py204 # Create a Confluence config with BYO OAuthCOMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py230 # Create a mock OAuth config without cloud_idCOMMENT
MEDIUM⚡tests/unit/confluence/test_client_oauth.py240 # Create a Confluence config with OAuthCOMMENT
MEDIUMtests/unit/confluence/test_client_oauth.py19 # Create a mock OAuth configCOMMENT
MEDIUMtests/unit/confluence/test_client_oauth.py31 # Create a Confluence config with OAuthCOMMENT
MEDIUMtests/unit/confluence/test_client_oauth.py255 # Create a mock OAuth configCOMMENT
MEDIUMtests/unit/confluence/test_client_oauth.py266 # Create a Confluence config with OAuthCOMMENT
MEDIUM⚡tests/unit/servers/test_dependencies.py2464 # Create a mock response that simulates a redirectCOMMENT
MEDIUMtests/unit/servers/test_dependencies.py599 # Create a special state mock that controls hasattr() behaviorCOMMENT
MEDIUMtests/unit/servers/test_dependencies.py852 # Create a special state mock that controls hasattr() behaviorCOMMENT
MEDIUMtests/unit/servers/test_dependencies.py1267 # Create a special state mock that controls hasattr() behaviorCOMMENT
MEDIUMtests/unit/servers/test_dependencies.py1450 # Create a special state mock that controls hasattr() behaviorCOMMENT
MEDIUMtests/unit/servers/test_main_server.py185 # Create a mock MCP server to avoid warningsCOMMENT
MEDIUMtests/unit/servers/test_jira_server.py1355 # Define the specific fields we expect for this test caseCOMMENT
27 more matches not shown…
Excessive Try-Catch Wrapping328 hits · 274 pts
SeverityFileLineSnippetContext
LOWtests/unit/test_stdin_monitoring_fix.py132 except Exception as e:CODE
LOWtests/unit/models/test_confluence_real_data.py77 except Exception as e:CODE
LOWtests/unit/models/test_confluence_real_data.py85 except Exception as e:CODE
LOWtests/unit/models/test_jira_real_data.py121 except Exception as e:CODE
LOWtests/unit/models/test_jira_real_data.py157 except Exception as e:CODE
LOWtests/unit/models/test_jira_real_data.py215 except Exception as e:CODE
LOWtests/unit/models/test_jira_real_data.py255 except Exception as e:CODE
MEDIUMtests/unit/models/test_jira_real_data.py32def _get_client(self) -> IssuesMixin | None:CODE
LOWtests/unit/jira/test_issues.py282 except Exception as e:CODE
LOW⚡tests/integration/test_real_api.py277 except Exception: # noqa: BLE001CODE
LOW⚡tests/integration/test_real_api.py288 except Exception as e: # noqa: BLE001CODE
LOWtests/integration/test_real_api.py141 except Exception: # noqa: BLE001CODE
LOWtests/integration/test_real_api.py246 except Exception: # noqa: BLE001CODE
LOWtests/integration/test_real_api.py448 except Exception: # noqa: BLE001CODE
LOWtests/integration/test_real_api.py486 except Exception: # noqa: BLE001CODE
LOWtests/integration/test_real_api.py492 except Exception: # noqa: BLE001CODE
LOWtests/integration/test_real_api.py698 except Exception: # noqa: BLE001CODE
LOWtests/integration/test_real_api.py704 except Exception: # noqa: BLE001CODE
LOWtests/e2e/conftest.py153 except Exception as e: # noqa: BLE001CODE
LOWtests/e2e/conftest.py159 except Exception as e: # noqa: BLE001CODE
LOWtests/e2e/conftest.py328 except Exception: # noqa: BLE001CODE
LOWtests/e2e/conftest.py379 except Exception: # noqa: BLE001CODE
LOW⚡tests/e2e/conftest.py484 except Exception as e: # noqa: BLE001CODE
LOW⚡tests/e2e/conftest.py489 except Exception as e: # noqa: BLE001CODE
LOW⚡tests/e2e/conftest.py493 except Exception as e: # noqa: BLE001CODE
LOWtests/e2e/conftest.py642 except Exception as exc: # noqa: BLE001CODE
LOWtests/e2e/conftest.py655 except Exception as exc: # noqa: BLE001CODE
LOWtests/e2e/cloud/conftest.py107 except Exception as e: # noqa: BLE001CODE
LOWtests/e2e/cloud/conftest.py113 except Exception as e: # noqa: BLE001CODE
LOWtests/e2e/cloud/conftest.py273 except Exception: # noqa: BLE001CODE
LOWtests/e2e/cloud/conftest.py324 except Exception: # noqa: BLE001CODE
LOWtests/e2e/cloud/conftest.py476 except Exception as exc: # noqa: BLE001CODE
LOWtests/e2e/cloud/conftest.py489 except Exception as exc: # noqa: BLE001CODE
LOWsrc/mcp_atlassian/__init__.py24 except Exception:CODE
LOWsrc/mcp_atlassian/__init__.py473 except Exception as e:CODE
LOWsrc/mcp_atlassian/utils/media.py106 except Exception:CODE
LOWsrc/mcp_atlassian/utils/proxy.py203 except Exception as e: # pragma: no cover - defensive wrapper around pypacCODE
LOWsrc/mcp_atlassian/utils/http.py389 except Exception:CODE
LOWsrc/mcp_atlassian/utils/urls.py106 except Exception:CODE
LOWsrc/mcp_atlassian/utils/oauth.py254 except Exception as e:CODE
LOWsrc/mcp_atlassian/utils/oauth.py292 except Exception as e:CODE
LOWsrc/mcp_atlassian/utils/oauth.py332 except Exception as e:CODE
LOWsrc/mcp_atlassian/utils/oauth.py388 except Exception as e:CODE
LOWsrc/mcp_atlassian/utils/oauth.py426 except Exception as e:CODE
LOWsrc/mcp_atlassian/utils/oauth.py447 except Exception as e:CODE
LOWsrc/mcp_atlassian/utils/oauth.py477 except Exception as e:CODE
LOWsrc/mcp_atlassian/utils/decorators.py106 except Exception as e:CODE
LOWsrc/mcp_atlassian/utils/decorators.py238 except Exception as e: # noqa: BLE001 - Intentional fallback with loggingCODE
LOW⚡src/mcp_atlassian/jira/issues.py745 except Exception as e:CODE
LOW⚡src/mcp_atlassian/jira/issues.py760 except Exception as update_error:CODE
LOWsrc/mcp_atlassian/jira/issues.py251 except Exception as e:CODE
LOWsrc/mcp_atlassian/jira/issues.py275 except Exception as e:CODE
LOWsrc/mcp_atlassian/jira/issues.py322 except Exception as e:CODE
LOWsrc/mcp_atlassian/jira/issues.py381 except Exception as e:CODE
LOWsrc/mcp_atlassian/jira/issues.py411 except Exception as e:CODE
LOWsrc/mcp_atlassian/jira/issues.py454 except Exception as e:CODE
LOWsrc/mcp_atlassian/jira/issues.py458 except Exception as e:CODE
LOWsrc/mcp_atlassian/jira/issues.py776 except Exception as e:CODE
LOWsrc/mcp_atlassian/jira/issues.py851 except Exception as e:CODE
LOWsrc/mcp_atlassian/jira/issues.py895 except Exception as e:CODE
268 more matches not shown…
Unused Imports171 hits · 144 pts
SeverityFileLineSnippetContext
LOWtests/unit/test_external_auth.py3CODE
LOWtests/unit/utils/test_oauth_dcr_harness.py3CODE
LOWtests/unit/utils/test_token_verifier.py3CODE
LOWtests/unit/servers/test_oauth_proxy_dcr_e2e.py3CODE
LOWtests/unit/servers/test_dependencies.py3CODE
LOWtests/unit/servers/test_oauth_proxy_build.py3CODE
LOWtests/unit/servers/test_async_utils.py3CODE
LOWtests/unit/servers/test_client_storage.py3CODE
LOWtests/utils/oauth_dcr_harness.py3CODE
LOWtests/e2e/conftest.py7CODE
LOWtests/e2e/test_jira_dc_operations.py3CODE
LOWtests/e2e/test_images_dc.py7CODE
LOWtests/e2e/test_confluence_auth_matrix.py3CODE
LOWtests/e2e/test_mcp_tools_dc.py3CODE
LOWtests/e2e/test_confluence_dc_operations.py3CODE
LOWtests/e2e/test_jira_auth_matrix.py3CODE
LOWtests/e2e/test_user_lookup_dc.py7CODE
LOWtests/e2e/cloud/test_mcp_tools_cloud.py3CODE
LOWtests/e2e/cloud/conftest.py11CODE
LOWtests/e2e/cloud/test_confluence_dates.py3CODE
LOWtests/e2e/cloud/test_jira_watchers.py3CODE
LOWtests/e2e/cloud/test_jira_issue_creation_workflow.py6CODE
LOWtests/e2e/cloud/test_confluence_page_metadata.py3CODE
LOWtests/e2e/cloud/test_confluence_auth_matrix.py3CODE
LOWtests/e2e/cloud/test_adf_write.py7CODE
LOWtests/e2e/cloud/test_jira_issue_include.py7CODE
LOWtests/e2e/cloud/test_images_cloud.py7CODE
LOWtests/e2e/cloud/test_jira_auth_matrix.py3CODE
LOWtests/e2e/cloud/test_jira_cloud_operations.py3CODE
LOWtests/e2e/cloud/test_confluence_cloud_operations.py3CODE
LOWtests/e2e/cloud/test_jira_user_profile_me.py3CODE
LOWtests/e2e/cloud/test_confluence_space_search.py3CODE
LOWscripts/mcp_wire_probe.py4CODE
LOWsrc/mcp_atlassian/utils/proxy.py3CODE
LOWsrc/mcp_atlassian/utils/__init__.py6CODE
LOWsrc/mcp_atlassian/utils/__init__.py7CODE
LOWsrc/mcp_atlassian/utils/__init__.py7CODE
LOWsrc/mcp_atlassian/utils/__init__.py10CODE
LOWsrc/mcp_atlassian/utils/__init__.py10CODE
LOWsrc/mcp_atlassian/utils/__init__.py14CODE
LOWsrc/mcp_atlassian/utils/__init__.py15CODE
LOWsrc/mcp_atlassian/utils/__init__.py15CODE
LOWsrc/mcp_atlassian/utils/__init__.py15CODE
LOWsrc/mcp_atlassian/utils/__init__.py22CODE
LOWsrc/mcp_atlassian/utils/__init__.py22CODE
LOWsrc/mcp_atlassian/utils/__init__.py23CODE
LOWsrc/mcp_atlassian/utils/__init__.py23CODE
LOWsrc/mcp_atlassian/utils/__init__.py23CODE
LOWsrc/mcp_atlassian/utils/__init__.py23CODE
LOWsrc/mcp_atlassian/utils/__init__.py29CODE
LOWsrc/mcp_atlassian/utils/__init__.py29CODE
LOWsrc/mcp_atlassian/utils/__init__.py29CODE
LOWsrc/mcp_atlassian/utils/token_verifier.py9CODE
LOWsrc/mcp_atlassian/models/__init__.py10CODE
LOWsrc/mcp_atlassian/models/__init__.py10CODE
LOWsrc/mcp_atlassian/models/__init__.py13CODE
LOWsrc/mcp_atlassian/models/__init__.py13CODE
LOWsrc/mcp_atlassian/models/__init__.py13CODE
LOWsrc/mcp_atlassian/models/__init__.py13CODE
LOWsrc/mcp_atlassian/models/__init__.py13CODE
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Empty Error Handlers25 hits · 125 pts
SeverityFileLineSnippetContext
HIGHtests/unit/test_main_transport_selection.py42except SystemExit:CODE
HIGHtests/unit/test_main_transport_selection.py61except SystemExit:CODE
HIGHtests/unit/test_main_transport_selection.py84except SystemExit:CODE
HIGHtests/unit/test_main_transport_selection.py114except SystemExit:CODE
HIGHtests/unit/test_main_transport_selection.py158except SystemExit:CODE
HIGHtests/unit/servers/test_transport_lifecycle.py227except SystemExit:CODE
HIGHtests/unit/servers/test_transport_lifecycle.py264except SystemExit:CODE
HIGHtests/unit/servers/test_transport_lifecycle.py63except SystemExit:CODE
HIGHtests/unit/servers/test_transport_lifecycle.py167except SystemExit:CODE
HIGHtests/integration/test_real_api.py141except Exception: # noqa: BLE001CODE
HIGHtests/integration/test_real_api.py246except Exception: # noqa: BLE001CODE
HIGHtests/integration/test_real_api.py277except Exception: # noqa: BLE001CODE
HIGHtests/integration/test_real_api.py448except Exception: # noqa: BLE001CODE
HIGHtests/integration/test_real_api.py486except Exception: # noqa: BLE001CODE
HIGHtests/integration/test_real_api.py492except Exception: # noqa: BLE001CODE
HIGHtests/integration/test_real_api.py698except Exception: # noqa: BLE001CODE
HIGHtests/integration/test_real_api.py704except Exception: # noqa: BLE001CODE
HIGHtests/e2e/test_jira_dc_operations.py23except requests.RequestException:CODE
HIGHtests/e2e/cloud/test_jira_cloud_operations.py23except requests.RequestException:CODE
HIGHsrc/mcp_atlassian/models/jira/issue.py118except AttributeError:CODE
HIGHsrc/mcp_atlassian/jira/worklog.py32except ValueError:CODE
HIGHsrc/mcp_atlassian/jira/transitions.py320except (StopIteration, AttributeError):CODE
HIGHsrc/mcp_atlassian/confluence/pages.py408except Exception: # noqa: S110CODE
HIGHsrc/mcp_atlassian/confluence/analytics.py89except (ValueError, AttributeError):CODE
HIGHsrc/mcp_atlassian/servers/oauth_proxy.py58except ValueError:CODE
Fake / Example Data123 hits · 122 pts
SeverityFileLineSnippetContext
LOWtests/unit/test_stdio_lifecycle.py29 "JIRA_USERNAME": "user@example.com",CODE
LOW⚡tests/unit/auth/test_authentication.py486 "JIRA_USERNAME": "user@example.com",CODE
LOW⚡tests/unit/auth/test_authentication.py501 "JIRA_USERNAME": "user@example.com",CODE
LOWtests/unit/auth/test_authentication.py250 "JIRA_USERNAME": "user@example.com",CODE
LOWtests/unit/auth/test_authentication.py281 "JIRA_USERNAME": "user@example.com",CODE
LOWtests/unit/auth/test_authentication.py459 "JIRA_USERNAME": "user@example.com",CODE
LOWtests/unit/auth/test_authentication.py473 "JIRA_USERNAME": "user@example.com",CODE
LOWtests/unit/auth/test_authentication.py514 "JIRA_USERNAME": "user@example.com",CODE
LOWtests/unit/auth/test_authentication.py630 "JIRA_USERNAME": "user@example.com",CODE
LOWtests/unit/auth/test_authentication.py645 username="user@example.com",CODE
LOW⚡tests/unit/models/test_confluence_common_models.py377 assert comment.author.display_name == "John Doe"CODE
LOWtests/unit/models/test_confluence_common_models.py52 "by": {"accountId": "user123", "displayName": "John Doe"},CODE
LOWtests/unit/models/test_confluence_common_models.py69 assert attachment.author_display_name == "John Doe"CODE
LOWtests/unit/models/test_confluence_common_models.py157 author_display_name="John Doe",CODE
LOWtests/unit/models/test_confluence_common_models.py168 assert simplified["author_display_name"] == "John Doe"CODE
LOWtests/unit/models/test_jira_worklog_model.py88 "displayName": "John Doe",CODE
LOWtests/unit/models/test_jira_worklog_model.py101 assert worklog.author.display_name == "John Doe"CODE
LOWtests/unit/models/test_jira_worklog_model.py127 "displayName": "John Doe",CODE
LOWtests/unit/models/test_jira_worklog_model.py142 assert simplified["author"]["display_name"] == "John Doe"CODE
LOWtests/unit/models/test_jira_project_model.py27 "displayName": "John Doe",CODE
LOWtests/unit/models/test_jira_project_model.py47 assert project.lead.display_name == "John Doe"CODE
LOWtests/unit/models/test_jira_project_model.py76 "displayName": "John Doe",CODE
LOWtests/unit/models/test_jira_project_model.py90 assert simplified["lead"]["display_name"] == "John Doe"CODE
LOW⚡tests/unit/models/test_jira_common_models.py93 display_name="John Doe",CODE
LOW⚡tests/unit/models/test_jira_common_models.py108 "displayName": "John Doe",CODE
LOW⚡tests/unit/models/test_jira_common_models.py116 assert user.display_name == "John Doe"CODE
LOW⚡tests/unit/models/test_jira_common_models.py122 "displayName": "John Doe",CODE
LOW⚡tests/unit/models/test_jira_common_models.py129 assert user.display_name == "John Doe"CODE
LOW⚡tests/unit/models/test_jira_common_models.py136 "displayName": "John Doe",CODE
LOW⚡tests/unit/models/test_jira_common_models.py142 assert user.display_name == "John Doe"CODE
LOW⚡tests/unit/models/test_jira_common_models.py147 display_name="John Doe",CODE
LOW⚡tests/unit/models/test_jira_common_models.py154 assert simplified["display_name"] == "John Doe"CODE
LOW⚡tests/unit/models/test_jira_common_models.py161 display_name="John Doe",CODE
LOW⚡tests/unit/models/test_jira_common_models.py165 assert simplified["name"] == "John Doe"CODE
LOW⚡tests/unit/models/test_jira_common_models.py166 assert simplified["display_name"] == "John Doe"CODE
LOWtests/unit/jira/test_development.py42 "author": {"name": "John Doe"},CODE
LOWtests/unit/jira/test_development.py81 "author": {"name": "John Doe"},CODE
LOWtests/unit/jira/test_development.py116 assert result["pullRequests"][0]["author"] == "John Doe"CODE
LOWtests/unit/jira/test_development.py141 assert result["commits"][0]["author"] == "John Doe"CODE
LOW⚡tests/unit/jira/test_issues.py117 "author": {"displayName": "John Doe"},CODE
LOW⚡tests/unit/jira/test_issues.py124 "author": {"displayName": "Jane Doe"},CODE
LOW⚡tests/unit/jira/test_issues.py1144 issue_key="TEST-123", assignee="user@example.com"CODE
LOW⚡tests/unit/jira/test_issues.py1148 "user@example.com", issue_key="TEST-123"CODE
LOWtests/unit/jira/test_issues.py74 "author": {"displayName": "John Doe"},CODE
LOWtests/unit/jira/test_issues.py161 "author": {"displayName": "Jane Doe"},CODE
LOWtests/unit/jira/test_issues.py1232 issues_mixin.assign_issue(issue_key="TEST-123", assignee="user@example.com")CODE
LOWtests/unit/jira/test_formatting.py176 "assignee": {"displayName": "John Doe", "name": "jdoe"},CODE
LOWtests/unit/jira/test_formatting.py190 assert result["assignee"] == "John Doe"CODE
LOWtests/unit/jira/test_users.py822 "emailAddress": "user@example.com",CODE
LOW⚡tests/unit/jira/test_comments.py55 assert result[0]["author"] == "John Doe"CODE
LOW⚡tests/unit/jira/test_comments.py66 "author": {"displayName": "John Doe"},CODE
LOW⚡tests/unit/jira/test_comments.py235 assert result["author"] == "John Doe"CODE
LOW⚡tests/unit/jira/test_comments.py244 "author": {"displayName": "John Doe"},CODE
LOW⚡tests/unit/jira/test_comments.py397 assert result["author"] == "John Doe"CODE
LOW⚡tests/unit/jira/test_comments.py406 "author": {"displayName": "John Doe"},CODE
LOW⚡tests/unit/jira/test_comments.py475 assert result["author"] == "John Doe"CODE
LOW⚡tests/unit/jira/test_comments.py673 "author": {"displayName": "John Doe"},CODE
LOWtests/unit/jira/test_comments.py41 "author": {"displayName": "John Doe"},CODE
LOWtests/unit/jira/test_comments.py184 "author": {"displayName": "John Doe"},CODE
LOWtests/unit/jira/test_comments.py215 "author": {"displayName": "John Doe"},CODE
63 more matches not shown…
Deep Nesting122 hits · 93 pts
SeverityFileLineSnippetContext
LOWtests/conftest.py299CODE
LOWtests/unit/test_main_transport_selection.py30CODE
LOWtests/unit/test_main_transport_selection.py55CODE
LOWtests/unit/test_main_transport_selection.py70CODE
LOWtests/unit/test_main_transport_selection.py106CODE
LOWtests/unit/test_main_transport_selection.py148CODE
LOWtests/unit/test_main_transport_selection.py164CODE
LOWtests/unit/auth/test_authentication.py162CODE
LOWtests/unit/auth/test_authentication.py263CODE
LOWtests/unit/utils/test_oauth_setup.py245CODE
LOWtests/unit/utils/test_environment.py118CODE
LOWtests/unit/servers/test_dependencies.py1182CODE
LOWtests/unit/servers/test_dependencies.py1722CODE
LOWtests/unit/servers/test_transport_lifecycle.py27CODE
LOWtests/unit/servers/test_transport_lifecycle.py124CODE
LOWtests/unit/servers/test_transport_lifecycle.py196CODE
LOWtests/unit/servers/test_transport_lifecycle.py256CODE
LOWscripts/generate_tool_docs.py539CODE
LOWscripts/generate_tool_docs.py550CODE
LOWscripts/mcp_wire_probe.py189CODE
LOWsrc/mcp_atlassian/__init__.py235CODE
LOWsrc/mcp_atlassian/utils/logging.py71CODE
LOWsrc/mcp_atlassian/utils/toolsets.py172CODE
LOWsrc/mcp_atlassian/utils/ssrf_adapter.py51CODE
LOWsrc/mcp_atlassian/models/jira/search.py30CODE
LOWsrc/mcp_atlassian/models/jira/issue.py138CODE
LOWsrc/mcp_atlassian/models/jira/issue.py522CODE
LOWsrc/mcp_atlassian/models/jira/issue.py725CODE
LOWsrc/mcp_atlassian/models/jira/adf.py69CODE
LOWsrc/mcp_atlassian/models/jira/adf.py242CODE
LOWsrc/mcp_atlassian/models/jira/adf.py554CODE
LOWsrc/mcp_atlassian/models/confluence/comment.py40CODE
LOWsrc/mcp_atlassian/models/confluence/page.py119CODE
LOWsrc/mcp_atlassian/models/confluence/search.py90CODE
LOWsrc/mcp_atlassian/jira/issues.py82CODE
LOWsrc/mcp_atlassian/jira/issues.py386CODE
LOWsrc/mcp_atlassian/jira/issues.py463CODE
LOWsrc/mcp_atlassian/jira/issues.py598CODE
LOWsrc/mcp_atlassian/jira/issues.py806CODE
LOWsrc/mcp_atlassian/jira/issues.py1047CODE
LOWsrc/mcp_atlassian/jira/issues.py1223CODE
LOWsrc/mcp_atlassian/jira/issues.py1449CODE
LOWsrc/mcp_atlassian/jira/issues.py1514CODE
LOWsrc/mcp_atlassian/jira/issues.py1678CODE
LOWsrc/mcp_atlassian/jira/issues.py1883CODE
LOWsrc/mcp_atlassian/jira/issues.py1964CODE
LOWsrc/mcp_atlassian/jira/metrics.py25CODE
LOWsrc/mcp_atlassian/jira/metrics.py199CODE
LOWsrc/mcp_atlassian/jira/field_options.py86CODE
LOWsrc/mcp_atlassian/jira/field_options.py146CODE
LOWsrc/mcp_atlassian/jira/queues.py27CODE
LOWsrc/mcp_atlassian/jira/epics.py27CODE
LOWsrc/mcp_atlassian/jira/epics.py113CODE
LOWsrc/mcp_atlassian/jira/epics.py319CODE
LOWsrc/mcp_atlassian/jira/epics.py454CODE
LOWsrc/mcp_atlassian/jira/epics.py673CODE
LOWsrc/mcp_atlassian/jira/epics.py817CODE
LOWsrc/mcp_atlassian/jira/epics.py871CODE
LOWsrc/mcp_atlassian/jira/forms_api.py50CODE
LOWsrc/mcp_atlassian/jira/config.py234CODE
62 more matches not shown…
Cross-File Repetition17 hits · 85 pts
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HIGHtests/e2e/test_images_dc.py0environment variables for configuring mcp server against dc.STRING
HIGHtests/e2e/test_mcp_tools_dc.py0environment variables for configuring mcp server against dc.STRING
HIGHtests/e2e/test_user_lookup_dc.py0environment variables for configuring mcp server against dc.STRING
HIGHtests/e2e/test_images_dc.py0mcp client connected to the server configured for dc.STRING
HIGHtests/e2e/test_mcp_tools_dc.py0mcp client connected to the server configured for dc.STRING
HIGHtests/e2e/test_user_lookup_dc.py0mcp client connected to the server configured for dc.STRING
HIGHtests/e2e/cloud/test_mcp_tools_cloud.py0environment variables for configuring mcp server against cloud.STRING
HIGHtests/e2e/cloud/test_adf_write.py0environment variables for configuring mcp server against cloud.STRING
HIGHtests/e2e/cloud/test_jira_issue_include.py0environment variables for configuring mcp server against cloud.STRING
HIGHtests/e2e/cloud/test_images_cloud.py0environment variables for configuring mcp server against cloud.STRING
HIGHtests/e2e/cloud/test_mcp_tools_cloud.py0mcp client connected to the server configured for cloud.STRING
HIGHtests/e2e/cloud/test_adf_write.py0mcp client connected to the server configured for cloud.STRING
HIGHtests/e2e/cloud/test_jira_issue_include.py0mcp client connected to the server configured for cloud.STRING
HIGHtests/e2e/cloud/test_images_cloud.py0mcp client connected to the server configured for cloud.STRING
HIGHsrc/mcp_atlassian/jira/attachments.py0download a confluence attachment to the specified path. args: url: the url of the attachment to download target_path: thSTRING
HIGHsrc/mcp_atlassian/confluence/protocols.py0download a confluence attachment to the specified path. args: url: the url of the attachment to download target_path: thSTRING
HIGHsrc/mcp_atlassian/confluence/attachments.py0download a confluence attachment to the specified path. args: url: the url of the attachment to download target_path: thSTRING
Redundant / Tautological Comments51 hits · 82 pts
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LOWtests/conftest.py345 # Check if modules can be importedCOMMENT
LOWtests/unit/jira/conftest.py390 # Check if integration test environment variables are setCOMMENT
LOWtests/unit/jira/test_protocols.py169 # Check if instance has all required methodsCOMMENT
LOWtests/unit/confluence/conftest.py610 # Check if integration test environment variables are setCOMMENT
LOWtests/e2e/docker/setup-test-data.sh57# Check if any issue exists in E2E projectCOMMENT
LOWscripts/test_with_real_data.sh74# Check if .env file existsCOMMENT
LOWsrc/mcp_atlassian/utils/ssl.py77 # Check if we should bypass proxies for this URL. Prefer the valueCOMMENT
LOWsrc/mcp_atlassian/utils/urls.py128 # Check if hostname is an IP addressCOMMENT
LOWsrc/mcp_atlassian/utils/date.py34 # Check if timestamp is within valid range to avoid OSErrorCOMMENT
LOWsrc/mcp_atlassian/utils/oauth.py76 # Check if base_url is a Cloud URL — if so, cloud_id takes precedenceCOMMENT
LOWsrc/mcp_atlassian/utils/oauth.py192 # Check if required tokens are presentCOMMENT
LOWsrc/mcp_atlassian/utils/oauth.py497 # Check if OAuth is explicitly enabled (allows minimal config)COMMENT
LOWsrc/mcp_atlassian/models/jira/issue.py166 # Check if fields has a names fieldsCOMMENT
LOWsrc/mcp_atlassian/models/jira/issue.py776 # Check if fields has a names() method (some implementations have this)COMMENT
LOW⚡src/mcp_atlassian/models/jira/adf.py582 # Check if this is a text nodeCOMMENT
LOW⚡src/mcp_atlassian/models/jira/adf.py586 # Check if this is a hardBreak nodeCOMMENT
LOW⚡src/mcp_atlassian/models/jira/adf.py590 # Check if this is a mention nodeCOMMENT
LOW⚡src/mcp_atlassian/models/jira/adf.py595 # Check if this is an emoji nodeCOMMENT
LOW⚡src/mcp_atlassian/models/jira/adf.py600 # Check if this is a date nodeCOMMENT
LOW⚡src/mcp_atlassian/models/jira/adf.py612 # Check if this is a status nodeCOMMENT
LOW⚡src/mcp_atlassian/models/jira/adf.py617 # Check if this is an inlineCard nodeCOMMENT
LOW⚡src/mcp_atlassian/models/jira/adf.py626 # Check if this is a codeBlock nodeCOMMENT
LOW⚡src/mcp_atlassian/jira/issues.py752 # Check if we have any stored Epic fields to updateCOMMENT
LOWsrc/mcp_atlassian/jira/issues.py415 # Check if this is an epicCOMMENT
LOWsrc/mcp_atlassian/jira/epics.py156 # Check if this field is requiredCOMMENT
LOWsrc/mcp_atlassian/jira/epics.py181 # Check if this field is requiredCOMMENT
LOWsrc/mcp_atlassian/jira/epics.py202 # Check if this field is requiredCOMMENT
LOWsrc/mcp_atlassian/jira/epics.py351 # Check if the epic key corresponds to an actual epicCOMMENT
LOWsrc/mcp_atlassian/jira/epics.py483 # Check if the issue is an EpicCOMMENT
LOWsrc/mcp_atlassian/jira/epics.py720 # Check if any of these known fields exist in our field IDs valuesCOMMENT
LOWsrc/mcp_atlassian/jira/fields.py289 if not fields: # Check if get_fields failed or returned emptyCODE
LOWsrc/mcp_atlassian/jira/client.py448 # Check if this is the last pageCOMMENT
LOWsrc/mcp_atlassian/jira/formatting.py210 # Check if the issue has fieldsSTRING
LOWsrc/mcp_atlassian/jira/attachments.py65 # Write the file to diskCOMMENT
LOWsrc/mcp_atlassian/jira/attachments.py389 # Check if file existsCOMMENT
LOWsrc/mcp_atlassian/jira/transitions.py178 # Check if normalized_transition_id is validCOMMENT
LOW⚡src/mcp_atlassian/jira/transitions.py356 # Check if _get_account_id is available (from UsersMixin)COMMENT
LOWsrc/mcp_atlassian/jira/sla.py664 # Check if it's a working day (isoweekday: 1=Mon, 7=Sun)COMMENT
LOWsrc/mcp_atlassian/jira/projects.py648 # Check if user has browse permission for this projectCOMMENT
LOWsrc/mcp_atlassian/confluence/attachments.py154 # Check if file existsCOMMENT
LOWsrc/mcp_atlassian/confluence/attachments.py399 # Write the file to diskCOMMENT
LOW⚡src/mcp_atlassian/confluence/pages.py402 # Check if the property already exists (need version for update)COMMENT
LOWsrc/mcp_atlassian/confluence/pages.py224 # Check if API returned an error stringCOMMENT
LOWsrc/mcp_atlassian/confluence/pages.py1381 # Check if we got a response objectCOMMENT
LOWsrc/mcp_atlassian/confluence/pages.py1383 # Check if status code indicates success (2xx)COMMENT
LOWsrc/mcp_atlassian/confluence/v2_adapter.py480 # Check if status code indicates success (204 No Content is typical for deletes)COMMENT
LOWsrc/mcp_atlassian/confluence/v2_adapter.py1077 # Check if the property already existsCOMMENT
LOWsrc/mcp_atlassian/preprocessing/jira.py185 # Check if it's a Confluence wiki linkCOMMENT
LOWsrc/mcp_atlassian/preprocessing/base.py419 # Check if this references a different pageCOMMENT
LOWsrc/mcp_atlassian/servers/confluence.py252 # Check if the query is a simple search term or already a CQL queryCOMMENT
LOWsrc/mcp_atlassian/servers/dependencies.py646 # Check if global config has OAuth set upCOMMENT
Cross-Language Confusion14 hits · 64 pts
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HIGHtests/unit/jira/test_issues.py1459 """Server/DC rejects a JSON ``{"parent": null}`` field update early."""STRING
HIGHtests/unit/jira/test_format_conversion.py39 "description": "h2. Summary\n\nThis is *bold* text.\n\n|| Header 1 || Header 2 ||\n| Cell 1 | Cell 2 |",CODE
HIGHtests/unit/preprocessing/test_content_processing.py259if (x > 0 && y < 10) {CODE
HIGHtests/unit/preprocessing/test_content_processing.py277 assert "x > 0 && y < 10" in jira_resultCODE
HIGHtests/unit/servers/test_jira_server.py2588 "additional_fields": '{"parent": null}',CODE
HIGHsrc/mcp_atlassian/jira/issues.py1025 '{"parent": null} is supported only on Jira Cloud. Jira 'CODE
HIGHsrc/mcp_atlassian/jira/issues.py1028 'directly, for example {"customfield_10014": null}, using 'CODE
HIGHsrc/mcp_atlassian/jira/issues.py1012 Jira Cloud accepts ``{"parent": null}`` for clearing a parent. JiraSTRING
HIGH⚡src/mcp_atlassian/jira/comments.py295 # internal. Treat missing, null, string, and numeric values asCOMMENT
HIGHsrc/mcp_atlassian/servers/jira.py2092 'directly, such as {"customfield_10014": null}. 'CODE
HIGHsrc/mcp_atlassian/servers/jira.py2106 'clear it with {"parent": null}. On Server/DC, clear an Epic Link 'CODE
HIGHsrc/mcp_atlassian/servers/jira.py2108 '{"customfield_10014": null}.'CODE
HIGHsrc/mcp_atlassian/servers/jira.py2218 ``{"parent": null}`` to clear an issue's parent. On Server/DC,STRING
HIGHsrc/mcp_atlassian/servers/jira.py2220 ``{"customfield_10014": null}``.STRING
Modern Structural Boilerplate43 hits · 42 pts
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LOWtests/unit/servers/test_oauth_proxy_build.py12def _set_required_oauth_env(monkeypatch, *, redirect_uri: str) -> None:CODE
LOWtests/unit/servers/test_jira_server.py37logger = logging.getLogger(__name__)CODE
LOWtests/unit/servers/test_mcp_protocol.py37logger = logging.getLogger(__name__)CODE
LOWtests/unit/servers/test_confluence_server.py24logger = logging.getLogger(__name__)CODE
LOWtests/utils/oauth_dcr_harness.py461__all__ = [CODE
LOWtests/e2e/conftest.py28logger = logging.getLogger(__name__)CODE
LOWtests/e2e/cloud/conftest.py30logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/__init__.py480__all__ = ["main", "__version__"]CODE
LOWsrc/mcp_atlassian/utils/media.py8logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/utils/tools.py6logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/utils/toolsets.py11logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/utils/__init__.py32__all__ = [CODE
LOWsrc/mcp_atlassian/utils/decorators.py18logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/__init__.py62__all__ = [CODE
LOWsrc/mcp_atlassian/models/jira/link.py14logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/jira/agile.py18logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/jira/comment.py18logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/jira/worklog.py17logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/jira/__init__.py66__all__ = [CODE
LOWsrc/mcp_atlassian/models/jira/forms.py16logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/jira/common.py25logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/jira/search.py15logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/jira/workflow.py18logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/jira/issue.py34logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/jira/project.py18logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/confluence/user_search.py14logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/confluence/comment.py18logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/confluence/__init__.py24__all__ = [CODE
LOWsrc/mcp_atlassian/models/confluence/page.py22logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/confluence/common.py16logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/confluence/label.py15logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/confluence/search.py17logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/models/confluence/space.py12logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/jira/__init__.py93__all__ = [CODE
LOWsrc/mcp_atlassian/jira/utils.py8logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/confluence/__init__.py56__all__ = [CODE
LOWsrc/mcp_atlassian/confluence/utils.py8logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/preprocessing/__init__.py10__all__ = [CODE
LOWsrc/mcp_atlassian/servers/confluence.py31logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/servers/__init__.py5__all__ = ["main_mcp"]CODE
LOWsrc/mcp_atlassian/servers/jira.py32logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/servers/helpers.py7logger = logging.getLogger(__name__)CODE
LOWsrc/mcp_atlassian/servers/oauth_proxy.py131__all__ = ["HardenedOAuthProxy", "parse_env_list"]CODE
Verbosity Indicators20 hits · 39 pts
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LOW⚡tests/e2e/cloud/test_jira_issue_creation_workflow.py75 # Step 1: Discover issue typesCOMMENT
LOW⚡tests/e2e/cloud/test_jira_issue_creation_workflow.py79 # Step 2: Pick TaskCOMMENT
LOW⚡tests/e2e/cloud/test_jira_issue_creation_workflow.py82 # Step 3: Discover fieldsCOMMENT
LOW⚡tests/e2e/cloud/test_jira_issue_creation_workflow.py91 # Step 4: Create issue using discovered metadataCOMMENT
LOWsrc/mcp_atlassian/jira/field_options.py178 # Step 1: Resolve issue type name to IDCOMMENT
LOWsrc/mcp_atlassian/jira/field_options.py199 # Step 2: Paginate through createmeta fieldsCOMMENT
LOW⚡src/mcp_atlassian/jira/worklog.py99 # Step 1: Update original estimate if provided (separate API call)COMMENT
LOW⚡src/mcp_atlassian/jira/worklog.py114 # Step 2: Prepare worklog dataCOMMENT
LOW⚡src/mcp_atlassian/jira/worklog.py121 # Step 3: Prepare query parameters for remaining estimateCOMMENT
LOW⚡src/mcp_atlassian/jira/worklog.py129 # Step 4: Add the worklog with remaining estimate adjustmentCOMMENT
LOW⚡src/mcp_atlassian/jira/fields.py230 # Step 2: Call the correct API method to get field metadataCOMMENT
LOW⚡src/mcp_atlassian/jira/fields.py236 # Step 3: Parse the response and extract required fieldsCOMMENT
LOWsrc/mcp_atlassian/jira/fields.py205 # Step 1: Resolve the issue type by stable ID or display name.COMMENT
LOWsrc/mcp_atlassian/confluence/v2_adapter.py1236 # Step 1: Get all versions to find the version IDCOMMENT
LOWsrc/mcp_atlassian/confluence/v2_adapter.py1249 # Step 2: Fetch the specific version using its version IDCOMMENT
LOWsrc/mcp_atlassian/preprocessing/jira.py30 # Step 1: Jira Server/Data Center source-code formatter tags.COMMENT
LOWsrc/mcp_atlassian/preprocessing/jira.py70 # Step 2: Mapping for unsupported languages to closest valid JIRA alternativeCOMMENT
LOW⚡src/mcp_atlassian/preprocessing/jira.py410 # Step 1: Check if already valid JIRA languageCOMMENT
LOW⚡src/mcp_atlassian/preprocessing/jira.py414 # Step 2: Check language mappingCOMMENT
LOW⚡src/mcp_atlassian/preprocessing/jira.py418 # Step 3: Default - unmapped language returns None for plain {code}COMMENT
Structural Annotation Overuse20 hits · 39 pts
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LOW⚡tests/e2e/cloud/test_jira_issue_creation_workflow.py75 # Step 1: Discover issue typesCOMMENT
LOW⚡tests/e2e/cloud/test_jira_issue_creation_workflow.py79 # Step 2: Pick TaskCOMMENT
LOW⚡tests/e2e/cloud/test_jira_issue_creation_workflow.py82 # Step 3: Discover fieldsCOMMENT
LOW⚡tests/e2e/cloud/test_jira_issue_creation_workflow.py91 # Step 4: Create issue using discovered metadataCOMMENT
LOWsrc/mcp_atlassian/jira/field_options.py178 # Step 1: Resolve issue type name to IDCOMMENT
LOWsrc/mcp_atlassian/jira/field_options.py199 # Step 2: Paginate through createmeta fieldsCOMMENT
LOW⚡src/mcp_atlassian/jira/worklog.py99 # Step 1: Update original estimate if provided (separate API call)COMMENT
LOW⚡src/mcp_atlassian/jira/worklog.py114 # Step 2: Prepare worklog dataCOMMENT
LOW⚡src/mcp_atlassian/jira/worklog.py121 # Step 3: Prepare query parameters for remaining estimateCOMMENT
LOW⚡src/mcp_atlassian/jira/worklog.py129 # Step 4: Add the worklog with remaining estimate adjustmentCOMMENT
LOW⚡src/mcp_atlassian/jira/fields.py230 # Step 2: Call the correct API method to get field metadataCOMMENT
LOW⚡src/mcp_atlassian/jira/fields.py236 # Step 3: Parse the response and extract required fieldsCOMMENT
LOWsrc/mcp_atlassian/jira/fields.py205 # Step 1: Resolve the issue type by stable ID or display name.COMMENT
LOWsrc/mcp_atlassian/confluence/v2_adapter.py1236 # Step 1: Get all versions to find the version IDCOMMENT
LOWsrc/mcp_atlassian/confluence/v2_adapter.py1249 # Step 2: Fetch the specific version using its version IDCOMMENT
LOWsrc/mcp_atlassian/preprocessing/jira.py30 # Step 1: Jira Server/Data Center source-code formatter tags.COMMENT
LOWsrc/mcp_atlassian/preprocessing/jira.py70 # Step 2: Mapping for unsupported languages to closest valid JIRA alternativeCOMMENT
LOW⚡src/mcp_atlassian/preprocessing/jira.py410 # Step 1: Check if already valid JIRA languageCOMMENT
LOW⚡src/mcp_atlassian/preprocessing/jira.py414 # Step 2: Check language mappingCOMMENT
LOW⚡src/mcp_atlassian/preprocessing/jira.py418 # Step 3: Default - unmapped language returns None for plain {code}COMMENT
Hallucination Indicators1 hit · 10 pts
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CRITICALtests/unit/jira/test_search.py1300 sent_jql = search_mixin.jira.get_issues_for_board.call_args.kwargs.get(CODE
Over-Commented Block10 hits · 8 pts
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LOWtests/unit/jira/test_attachments.py21#COMMENT
LOWtests/unit/confluence/test_attachments.py21# - Error cases:COMMENT
LOWtests/unit/confluence/test_attachments.py41# - File not created after write operationCOMMENT
LOWhelm/values.yaml261 # mountPath: /etc/secretsCOMMENT
LOWsrc/mcp_atlassian/jira/issues.py1301 # Note both are skipped entirely when a "status" kwargCOMMENT
LOWsrc/mcp_atlassian/jira/client.py181 client_key=self.config.client_key,COMMENT
LOWsrc/mcp_atlassian/jira/constants.py201 "where",COMMENT
LOWsrc/mcp_atlassian/jira/constants.py221# ───────────────────────────── ─────────────────────────────COMMENT
LOWsrc/mcp_atlassian/preprocessing/jira.py221 return input_textCOMMENT
LOWsrc/mcp_atlassian/servers/dependencies.py61 validate_fn: Callable[[Any], Any] # fetcher → validation dataCOMMENT
AI Structural Patterns9 hits · 6 pts
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LOWsrc/mcp_atlassian/models/confluence/label.py62CODE
LOWsrc/mcp_atlassian/confluence/pages.py707CODE
LOWsrc/mcp_atlassian/confluence/pages.py828CODE
LOWsrc/mcp_atlassian/preprocessing/jira.py391CODE
LOWsrc/mcp_atlassian/preprocessing/jira.py661CODE
LOWsrc/mcp_atlassian/servers/confluence.py692CODE
LOWsrc/mcp_atlassian/servers/confluence.py879CODE
LOWsrc/mcp_atlassian/servers/jira.py2071CODE
LOWsrc/mcp_atlassian/servers/main.py406CODE
AI Slop Vocabulary3 hits · 6 pts
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LOWtests/unit/jira/test_issues.py253 # Call the method - just use get_issue without the include_epic_info parameterCOMMENT
LOW⚡tests/unit/jira/test_format_conversion.py22 # JiraFetcher already has a real preprocessor, so we just return itCOMMENT
LOW⚡src/mcp_atlassian/preprocessing/base.py314 # Fallback: just use the account IDCOMMENT
TODO Padding1 hit · 2 pts
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LOWsrc/mcp_atlassian/jira/development.py150 # TODO: Consider caching results to reduce API calls (up to 12 per issue)COMMENT
Overly Generic Function Names2 hits · 1 pts
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LOWtests/unit/preprocessing/test_content_processing.py96def process_data(items):CODE
LOWtests/unit/preprocessing/test_content_processing.py155 assert "def process_data(items):" in jira_resultCODE