{"schema_version":"v0.1","generated_at":"2026-07-13 11:30 UTC","methodology_version":"v4.2","license":"CC BY 4.0 — https://creativecommons.org/licenses/by/4.0/","name":"OpenLLMetry","repo":"traceloop/openllmetry","display_repo":"","url":"https://github.com/traceloop/openllmetry","rank":231,"previous_rank":null,"rank_delta":null,"stars":7293,"stars_fmt":"7.3k","forks":1018,"forks_fmt":"1.0k","last_push":"2026-07-10","days_ago":3,"weekly_commits":14,"commits_low_confidence":false,"score":76.6,"description":"Open-source observability for your GenAI or LLM application, based on OpenTelemetry","language":"Python","open_issues":107,"category":"Observability & Evaluation","category_rank":15,"npm_package":"","crate_package":"","pypi_package":"traceloop-sdk","weekly_downloads":null,"dl_source":"","hn_mentions_30d":null,"has_provenance":true,"npm_provenance":null,"pypi_provenance":true,"signed_commits_ratio":0.81,"scorecard_score":6.7,"scorecard_checks":{"Binary-Artifacts":9,"Branch-Protection":5,"CI-Tests":10,"CII-Best-Practices":0,"Code-Review":9,"Contributors":10,"Dangerous-Workflow":10,"Dependency-Update-Tool":10,"Fuzzing":0,"License":10,"Maintained":10,"Packaging":10,"Pinned-Dependencies":2,"SAST":10,"Security-Policy":10,"Signed-Releases":-1,"Token-Permissions":0,"Vulnerabilities":0},"scorecard_scanned_at":"2026-07-13T00:25:26Z","slug":"openllmetry","source_note":"","public_actions":null,"mcp_server_support":{"status":"implemented","confidence":"high","evidence":["Found MCP-related server path: packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/fastmcp_instrumentation.py","Found MCP-related server test path: packages/opentelemetry-instrumentation-mcp/tests/test_fastmcp.py","Found MCP-related server test path: packages/opentelemetry-instrumentation-mcp/tests/test_fastmcp_attributes.py","Found MCP dependency 'fastmcp' in packages/sample-app/pyproject.toml"]},"external_service_dependencies":{"providers":["Amazon Bedrock","Anthropic","Google Gemini","OpenAI","Pinecone"],"requires_api_keys":false,"confidence":"high","evidence":["Found OpenAI dependency 'openai' in packages/sample-app/pyproject.toml","README/docs also mention OpenAI","Found Anthropic dependency 'anthropic' in packages/sample-app/pyproject.toml","README/docs also mention Anthropic","Found Google Gemini dependency 'google-generativeai' in packages/sample-app/pyproject.toml","README/docs also mention Google Gemini"]},"tool_plugin_surface":{"plugin_system":"extension-based","tool_tags":["database"],"confidence":"high","evidence":["README/docs mention a extension-based plugin/integration surface","Found database dependency 'pinecone' in packages/sample-app/pyproject.toml","README/docs also mention database capabilities"]},"package_provenance_drift":{"status":"match","confidence":"high","summary":"Published package metadata matches the tracked repo","evidence":["pypi package 'traceloop-sdk' points to the tracked repo"]},"evidence_grade":"C","coverage_grade":"C","signal_coverage":0.4,"signal_types":2,"listing_status":"listed","display_listing_status":"listed","display_status_label":"Listed","has_warning":false,"warning_reasons":[],"license_spdx":"Apache-2.0","license_type":"open","license_override":"","trust_score":55.0,"trust_score_v2":55.0,"rank_v2":231,"rank_v2_delta":26,"trust_v2_adjustment":3.1,"trust_confidence":0.67,"trust_breakdown":{"safety":19.9,"identity":18.0,"transparency":14.2,"maintenance":16.5,"adoption":9.3},"trust_v2_breakdown":{"mcp":2.0,"external_dependencies":-2.0,"tool_plugin_surface":-0.9,"package_provenance_drift":4.0},"pending_signals":false,"trust_credential":{"spec":"https://hvtracker.net/spec/trust-credential/v0.2","version":"0.2","issuer":"hvtracker.net","subject":{"repo":"traceloop/openllmetry","slug":"openllmetry","agent_url":"https://hvtracker.net/agents/openllmetry"},"methodology_version":"v4.2","issued_at":"2026-07-13 11:30 UTC","expires_at":"2026-07-20T11:30:40Z","trust_score":55.0,"confidence":0.67,"evidence_grade":"C","dimensions":{"safety":19.9,"identity":18.0,"transparency":14.2,"maintenance":16.5,"adoption":9.3},"listing_status":"listed","evidence_hash":"3bf6d7ae831b30d8bc1c9e2bc365d135819f86db8bc5bc9857f1083f4a9d31c2","signature":"gtJ2j83hLBjf6DgdcvQ9HqyFcDy1LF8hGtifpCuGaDz2izAZ2NX0SCmze2s+lf4m3/4Yeo/hXqhXD+6B5mHGDA=="},"history":[{"date":"2026-07-13","rank":231,"score":76.6,"trust_score":55.0,"evidence_grade":"C","stars":7293}],"events":[{"date":"2026-07-13","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #231"}],"recent_changes":[{"date":"2026-07-13","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #231"}]}