{"schema_version":"v0.1","generated_at":"2026-07-15 03:00 UTC","methodology_version":"v4.2","license":"CC BY 4.0 — https://creativecommons.org/licenses/by/4.0/","name":"OpenViking","repo":"volcengine/OpenViking","display_repo":"","url":"https://github.com/volcengine/OpenViking","rank":298,"previous_rank":298,"rank_delta":0,"stars":26756,"stars_fmt":"26.8k","forks":2092,"forks_fmt":"2.1k","last_push":"2026-07-14","days_ago":1,"weekly_commits":306,"commits_low_confidence":false,"score":92.0,"description":"Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.","language":"Python","open_issues":82,"category":"Memory & Knowledge","category_rank":29,"npm_package":"","crate_package":"","pypi_package":"openviking","weekly_downloads":null,"dl_source":"","hn_mentions_30d":null,"has_provenance":true,"npm_provenance":null,"pypi_provenance":true,"signed_commits_ratio":1.0,"scorecard_score":null,"scorecard_checks":{},"scorecard_scanned_at":null,"slug":"openviking","source_note":"","public_actions":null,"mcp_server_support":{"status":"declared","confidence":"medium","evidence":["Found MCP-related server docs path: docs/images/agents/image/trae/04-add-mcp-server.jpg"]},"external_service_dependencies":{"providers":["Amazon Bedrock","Anthropic","OpenAI","Postgres","Tavily"],"requires_api_keys":false,"confidence":"high","evidence":["Found OpenAI dependency 'openai' in pyproject.toml","README/docs also mention OpenAI","Found Anthropic dependency 'anthropic' in bot/package.json","Found Amazon Bedrock dependency 'boto3' in pyproject.toml","Found Tavily dependency 'tavily' in pyproject.toml","Found Postgres dependency 'psycopg' in pyproject.toml"]},"tool_plugin_surface":{"plugin_system":"extension-based","tool_tags":["search","shell"],"confidence":"high","evidence":["README/docs mention a extension-based plugin/integration surface","Found shell dependency 'subprocess' in setup.py","README/docs also mention shell capabilities","Found search dependency 'tavily' in pyproject.toml","README/docs also mention search capabilities"]},"package_provenance_drift":{"status":"match","confidence":"high","summary":"Published package metadata matches the tracked repo","evidence":["pypi package 'openviking' points to the tracked repo"]},"evidence_grade":"D","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":"AGPL-3.0","license_type":"open","license_override":"","trust_score":47.1,"trust_score_v2":47.1,"rank_v2":298,"rank_v2_delta":12,"trust_v2_adjustment":0.8,"trust_confidence":0.67,"trust_breakdown":{"safety":12.5,"identity":18.0,"transparency":8.5,"maintenance":19.9,"adoption":10.6},"trust_v2_breakdown":{"mcp":0.0,"external_dependencies":-2.0,"tool_plugin_surface":-1.2,"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":"volcengine/OpenViking","slug":"openviking","agent_url":"https://hvtracker.net/agents/openviking"},"methodology_version":"v4.2","issued_at":"2026-07-15 03:00 UTC","expires_at":"2026-07-22T03:00:44Z","trust_score":47.1,"confidence":0.67,"evidence_grade":"D","dimensions":{"safety":12.5,"identity":18.0,"transparency":8.5,"maintenance":19.9,"adoption":10.6},"listing_status":"listed","evidence_hash":"f93dbf9c21b8626d3b23a3b579a99493737ae453603ad4be1e5518b62921a765","signature":"b+zh70m85wSfXJoWFGgZrudofKyhOnnNGWLMozL+NXZ4222g+N/y0MT/4i2o2Uvy6D1Awo54Pe1Kkl6xzO1oAA=="},"history":[{"date":"2026-07-14","rank":298,"score":92.0,"trust_score":47.2,"evidence_grade":"D","stars":26740},{"date":"2026-07-15","rank":298,"score":92.0,"trust_score":47.1,"evidence_grade":"D","stars":26756}],"events":[{"date":"2026-07-14","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #298"}],"recent_changes":[{"date":"2026-07-14","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #298"}]}