{"schema_version":"v0.1","generated_at":"2026-10-16 20:06 UTC","methodology_version":"v4.4","license":"CC BY 4.0 — https://creativecommons.org/licenses/by/4.0/","name":"Local FAISS MCP Server","repo":"nonatofabio/local_faiss_mcp","display_repo":"","url":"https://github.com/nonatofabio/local_faiss_mcp","listing_class":"agent","rank":895,"previous_rank":890,"rank_delta":-5,"stars":36,"stars_fmt":"36","forks":13,"forks_fmt":"13","last_push":"2026-04-24","days_ago":175,"weekly_commits":0,"commits_low_confidence":false,"score":15.5,"description":"Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.","language":"Python","open_issues":2,"category":"MCP Servers","category_rank":495,"npm_package":"","crate_package":"","pypi_package":"local-faiss-mcp","docker_image":"","vscode_extension":"","weekly_downloads":46,"dl_source":"pypi","hn_mentions_30d":null,"has_provenance":true,"npm_provenance":null,"pypi_provenance":true,"signed_commits_ratio":0.189,"scorecard_score":2.9,"scorecard_checks":{"Binary-Artifacts":10,"Branch-Protection":0,"CI-Tests":10,"CII-Best-Practices":0,"Code-Review":1,"Contributors":0,"Dangerous-Workflow":10,"Dependency-Update-Tool":0,"Fuzzing":0,"License":10,"Maintained":0,"Packaging":10,"Pinned-Dependencies":0,"SAST":0,"Security-Policy":0,"Signed-Releases":-1,"Token-Permissions":0,"Vulnerabilities":0},"scorecard_scanned_at":"2026-10-12T23:31:33Z","slug":"local-faiss-mcp-server","full_fetched_at":"2026-10-16T20:02:19Z","source_note":"","github_homepage":"","homepage_icon":"","homepage_icon_for":"","public_actions":null,"mcp_server_support":{"status":"implemented","confidence":"medium","evidence":["README/docs explicitly mention an MCP server"]},"external_service_dependencies":{"providers":[],"requires_api_keys":false,"confidence":null,"evidence":[]},"tool_plugin_surface":{"plugin_system":"none","tool_tags":[],"confidence":null,"evidence":[]},"package_provenance_drift":{"status":"match","confidence":"high","summary":"Published package metadata matches the tracked repo","evidence":["pypi package 'local-faiss-mcp' points to the tracked repo"]},"advisories":{"checked":[{"ecosystem":"PyPI","name":"local-faiss-mcp","version":"0.2.1"}],"found":[],"worst":null,"checked_at":"2026-10-16T20:02:19Z"},"evidence_grade":"C","coverage_grade":"B","signal_coverage":0.6,"signal_types":3,"listing_status":"listed","display_listing_status":"listed","display_status_label":"Listed","has_warning":false,"warning_reasons":[],"license_spdx":"MIT","license_type":"open","license_override":"","trust_score":53.4,"trust_score_v2":53.4,"rank_v2":895,"rank_v2_delta":403,"trust_v2_adjustment":6.0,"trust_confidence":1.0,"trust_breakdown":{"safety":12.1,"identity":18.0,"transparency":11.0,"maintenance":0.3,"adoption":6.0},"trust_v2_breakdown":{"mcp":2.0,"external_dependencies":-0.0,"tool_plugin_surface":-0.0,"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":"nonatofabio/local_faiss_mcp","slug":"local-faiss-mcp-server","agent_url":"https://hvtracker.net/agents/local-faiss-mcp-server"},"methodology_version":"v4.4","issued_at":"2026-10-16 20:06 UTC","expires_at":"2026-10-23T20:06:54Z","trust_score":53.4,"confidence":1.0,"evidence_grade":"C","dimensions":{"safety":12.1,"identity":18.0,"transparency":11.0,"maintenance":0.3,"adoption":6.0},"listing_status":"listed","evidence_hash":"8caf461314c5d0b8794fa6b37aed4eb316e1afcc39e957c3a5ec8733740d3d63","signature":"+1FM6XhhneBRs3OjbbeyGPZqH55dQTK/wlvZqhGTeO6uBY1TNenSukWhBru+wldHuesCbrOQOcYq2DlAkwPqAw=="},"history":[{"date":"2026-08-08","rank":422,"score":24.8,"trust_score":51.3,"evidence_grade":"C","stars":33},{"date":"2026-08-09","rank":424,"score":24.6,"trust_score":51.3,"evidence_grade":"C","stars":33},{"date":"2026-08-10","rank":441,"score":24.5,"trust_score":51.2,"evidence_grade":"C","stars":33},{"date":"2026-08-11","rank":445,"score":24.4,"trust_score":51.1,"evidence_grade":"C","stars":33},{"date":"2026-08-12","rank":430,"score":24.2,"trust_score":51.1,"evidence_grade":"C","stars":33},{"date":"2026-08-13","rank":445,"score":24.1,"trust_score":51.0,"evidence_grade":"C","stars":33},{"date":"2026-08-14","rank":445,"score":23.9,"trust_score":50.9,"evidence_grade":"C","stars":33},{"date":"2026-08-15","rank":448,"score":23.8,"trust_score":50.9,"evidence_grade":"C","stars":33},{"date":"2026-08-16","rank":457,"score":23.7,"trust_score":50.8,"evidence_grade":"C","stars":33},{"date":"2026-08-17","rank":446,"score":23.5,"trust_score":50.7,"evidence_grade":"C","stars":33},{"date":"2026-08-18","rank":447,"score":23.4,"trust_score":50.7,"evidence_grade":"C","stars":33},{"date":"2026-08-19","rank":460,"score":23.2,"trust_score":50.6,"evidence_grade":"C","stars":33},{"date":"2026-08-20","rank":461,"score":23.0,"trust_score":50.5,"evidence_grade":"C","stars":33},{"date":"2026-08-21","rank":460,"score":22.9,"trust_score":50.5,"evidence_grade":"C","stars":33},{"date":"2026-08-22","rank":446,"score":22.7,"trust_score":50.4,"evidence_grade":"C","stars":33},{"date":"2026-08-23","rank":445,"score":22.6,"trust_score":50.3,"evidence_grade":"C","stars":33},{"date":"2026-08-24","rank":461,"score":22.5,"trust_score":50.3,"evidence_grade":"C","stars":33},{"date":"2026-08-25","rank":461,"score":22.3,"trust_score":50.2,"evidence_grade":"C","stars":33},{"date":"2026-08-26","rank":536,"score":22.2,"trust_score":50.1,"evidence_grade":"C","stars":33},{"date":"2026-08-27","rank":552,"score":22.0,"trust_score":50.1,"evidence_grade":"C","stars":33},{"date":"2026-08-28","rank":569,"score":21.9,"trust_score":50.0,"evidence_grade":"C","stars":33},{"date":"2026-08-29","rank":607,"score":21.8,"trust_score":49.9,"evidence_grade":"D","stars":33},{"date":"2026-08-30","rank":475,"score":21.6,"trust_score":56.1,"evidence_grade":"C","stars":33},{"date":"2026-08-31","rank":510,"score":21.5,"trust_score":56.0,"evidence_grade":"C","stars":33},{"date":"2026-09-01","rank":523,"score":21.3,"trust_score":55.9,"evidence_grade":"C","stars":33},{"date":"2026-09-02","rank":540,"score":21.2,"trust_score":55.9,"evidence_grade":"C","stars":33},{"date":"2026-09-03","rank":573,"score":21.1,"trust_score":55.8,"evidence_grade":"C","stars":33},{"date":"2026-09-04","rank":608,"score":20.9,"trust_score":55.3,"evidence_grade":"C","stars":33},{"date":"2026-09-05","rank":683,"score":20.8,"trust_score":55.4,"evidence_grade":"C","stars":33},{"date":"2026-09-06","rank":695,"score":20.6,"trust_score":55.3,"evidence_grade":"C","stars":33},{"date":"2026-09-07","rank":741,"score":20.5,"trust_score":55.2,"evidence_grade":"C","stars":33},{"date":"2026-09-08","rank":746,"score":20.4,"trust_score":55.2,"evidence_grade":"C","stars":33},{"date":"2026-09-09","rank":767,"score":20.2,"trust_score":55.0,"evidence_grade":"C","stars":33},{"date":"2026-09-10","rank":772,"score":20.1,"trust_score":54.9,"evidence_grade":"C","stars":33},{"date":"2026-09-11","rank":782,"score":20.0,"trust_score":54.8,"evidence_grade":"C","stars":33},{"date":"2026-09-12","rank":789,"score":19.8,"trust_score":54.7,"evidence_grade":"C","stars":33},{"date":"2026-09-13","rank":808,"score":19.7,"trust_score":54.2,"evidence_grade":"C","stars":33},{"date":"2026-09-14","rank":803,"score":19.5,"trust_score":54.2,"evidence_grade":"C","stars":33},{"date":"2026-09-15","rank":808,"score":19.4,"trust_score":54.1,"evidence_grade":"C","stars":33},{"date":"2026-09-16","rank":801,"score":19.3,"trust_score":54.3,"evidence_grade":"C","stars":33},{"date":"2026-09-17","rank":802,"score":19.1,"trust_score":54.3,"evidence_grade":"C","stars":33},{"date":"2026-09-18","rank":786,"score":19.0,"trust_score":54.9,"evidence_grade":"C","stars":33},{"date":"2026-09-19","rank":777,"score":18.8,"trust_score":55.0,"evidence_grade":"C","stars":33},{"date":"2026-09-20","rank":774,"score":18.8,"trust_score":55.0,"evidence_grade":"C","stars":33},{"date":"2026-09-22","rank":1260,"score":18.7,"trust_score":15.0,"evidence_grade":"D","stars":33},{"date":"2026-09-23","rank":786,"score":18.5,"trust_score":54.9,"evidence_grade":"C","stars":33},{"date":"2026-09-24","rank":791,"score":18.5,"trust_score":54.8,"evidence_grade":"C","stars":34},{"date":"2026-09-25","rank":802,"score":18.4,"trust_score":54.6,"evidence_grade":"C","stars":34},{"date":"2026-09-26","rank":799,"score":18.2,"trust_score":54.6,"evidence_grade":"C","stars":34},{"date":"2026-09-27","rank":806,"score":18.1,"trust_score":54.5,"evidence_grade":"C","stars":34},{"date":"2026-09-28","rank":822,"score":17.9,"trust_score":54.0,"evidence_grade":"C","stars":34},{"date":"2026-09-29","rank":818,"score":17.8,"trust_score":54.2,"evidence_grade":"C","stars":34},{"date":"2026-09-30","rank":822,"score":17.7,"trust_score":54.2,"evidence_grade":"C","stars":34},{"date":"2026-10-01","rank":827,"score":17.5,"trust_score":54.1,"evidence_grade":"C","stars":34},{"date":"2026-10-02","rank":826,"score":17.4,"trust_score":54.1,"evidence_grade":"C","stars":34},{"date":"2026-10-03","rank":824,"score":17.2,"trust_score":54.2,"evidence_grade":"C","stars":34},{"date":"2026-10-04","rank":825,"score":17.1,"trust_score":54.1,"evidence_grade":"C","stars":34},{"date":"2026-10-05","rank":825,"score":17.0,"trust_score":54.1,"evidence_grade":"C","stars":34},{"date":"2026-10-06","rank":837,"score":16.8,"trust_score":53.9,"evidence_grade":"C","stars":34},{"date":"2026-10-07","rank":842,"score":16.7,"trust_score":53.8,"evidence_grade":"C","stars":35},{"date":"2026-10-08","rank":840,"score":16.6,"trust_score":53.8,"evidence_grade":"C","stars":36},{"date":"2026-10-09","rank":858,"score":16.5,"trust_score":53.6,"evidence_grade":"C","stars":36},{"date":"2026-10-10","rank":875,"score":16.4,"trust_score":53.2,"evidence_grade":"C","stars":36},{"date":"2026-10-11","rank":875,"score":16.2,"trust_score":53.4,"evidence_grade":"C","stars":36},{"date":"2026-10-12","rank":865,"score":16.1,"trust_score":53.6,"evidence_grade":"C","stars":36},{"date":"2026-10-13","rank":871,"score":16.0,"trust_score":53.5,"evidence_grade":"C","stars":36},{"date":"2026-10-14","rank":877,"score":15.8,"trust_score":53.5,"evidence_grade":"C","stars":36},{"date":"2026-10-15","rank":890,"score":15.7,"trust_score":53.5,"evidence_grade":"C","stars":36},{"date":"2026-10-16","rank":895,"score":15.5,"trust_score":53.4,"evidence_grade":"C","stars":36}],"events":[{"date":"2026-08-08","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #422"},{"date":"2026-08-10","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 17 spots (#424 → #441)"},{"date":"2026-08-12","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 15 spots (#445 → #430)"},{"date":"2026-08-13","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 15 spots (#430 → #445)"},{"date":"2026-08-17","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 11 spots (#457 → #446)"},{"date":"2026-08-19","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 13 spots (#447 → #460)"},{"date":"2026-08-22","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 14 spots (#460 → #446)"},{"date":"2026-08-24","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 16 spots (#445 → #461)"},{"date":"2026-08-26","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 75 spots (#461 → #536)"},{"date":"2026-08-27","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 16 spots (#536 → #552)"},{"date":"2026-08-28","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 17 spots (#552 → #569)"},{"date":"2026-08-29","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 38 spots (#569 → #607)"},{"date":"2026-08-29","type":"grade_changed","reason_code":"grade_down","label":"Grade Changed","short_label":"Grade Changed","tone":"neutral","detail":"Trust grade C → D"},{"date":"2026-08-30","type":"trust_score_changed","reason_code":"trust_score_up","label":"HVTrust Changed","short_label":"HVTrust","tone":"neutral","detail":"HVTrust up 6.2pts (49.9 → 56.1)"},{"date":"2026-08-30","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 132 spots (#607 → #475)"},{"date":"2026-08-30","type":"grade_changed","reason_code":"grade_up","label":"Grade Changed","short_label":"Grade Changed","tone":"neutral","detail":"Trust grade D → C"},{"date":"2026-08-30","type":"scorecard_added","reason_code":"scorecard_added","label":"Scorecard Added","short_label":"Scorecard","tone":"positive","detail":"OSSF Scorecard: 2.9/10"},{"date":"2026-08-31","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 35 spots (#475 → #510)"},{"date":"2026-09-01","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 13 spots (#510 → #523)"},{"date":"2026-09-02","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 17 spots (#523 → #540)"},{"date":"2026-09-03","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 33 spots (#540 → #573)"},{"date":"2026-09-04","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 35 spots (#573 → #608)"},{"date":"2026-09-05","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 75 spots (#608 → #683)"},{"date":"2026-09-06","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 12 spots (#683 → #695)"},{"date":"2026-09-07","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 46 spots (#695 → #741)"},{"date":"2026-09-09","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 21 spots (#746 → #767)"},{"date":"2026-09-11","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 10 spots (#772 → #782)"},{"date":"2026-09-13","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 19 spots (#789 → #808)"},{"date":"2026-09-18","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 16 spots (#802 → #786)"},{"date":"2026-09-21","type":"delisted","reason_code":"delisted","label":"Removed From Active Tracking","short_label":"Removed","tone":"negative","detail":"Removed from active tracking"},{"date":"2026-09-22","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #1260"},{"date":"2026-09-23","type":"trust_score_changed","reason_code":"trust_score_up","label":"HVTrust Changed","short_label":"HVTrust","tone":"neutral","detail":"HVTrust up 39.9pts (15.0 → 54.9)"},{"date":"2026-09-23","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 474 spots (#1260 → #786)"},{"date":"2026-09-23","type":"grade_changed","reason_code":"grade_up","label":"Grade Changed","short_label":"Grade Changed","tone":"neutral","detail":"Trust grade D → C"},{"date":"2026-09-23","type":"provenance_added","reason_code":"provenance_added","label":"Provenance Added","short_label":"Provenance","tone":"positive","detail":"Package provenance attestation detected"},{"date":"2026-09-23","type":"mcp_status_changed","reason_code":"mcp_status_changed","label":"Mcp Status Changed","short_label":"Mcp Status Changed","tone":"neutral","detail":"Detected MCP server support changed: none → implemented"},{"date":"2026-09-25","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 11 spots (#791 → #802)"},{"date":"2026-09-28","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 16 spots (#806 → #822)"},{"date":"2026-10-06","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 12 spots (#825 → #837)"},{"date":"2026-10-09","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 18 spots (#840 → #858)"},{"date":"2026-10-10","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 17 spots (#858 → #875)"},{"date":"2026-10-12","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 10 spots (#875 → #865)"},{"date":"2026-10-15","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 13 spots (#877 → #890)"}],"recent_changes":[{"date":"2026-09-18","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 16 spots (#802 → #786)"},{"date":"2026-09-21","type":"delisted","reason_code":"delisted","label":"Removed From Active Tracking","short_label":"Removed","tone":"negative","detail":"Removed from active tracking"},{"date":"2026-09-22","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #1260"},{"date":"2026-09-23","type":"trust_score_changed","reason_code":"trust_score_up","label":"HVTrust Changed","short_label":"HVTrust","tone":"neutral","detail":"HVTrust up 39.9pts (15.0 → 54.9)"},{"date":"2026-09-23","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 474 spots (#1260 → #786)"},{"date":"2026-09-23","type":"grade_changed","reason_code":"grade_up","label":"Grade Changed","short_label":"Grade Changed","tone":"neutral","detail":"Trust grade D → C"},{"date":"2026-09-23","type":"provenance_added","reason_code":"provenance_added","label":"Provenance Added","short_label":"Provenance","tone":"positive","detail":"Package provenance attestation detected"},{"date":"2026-09-23","type":"mcp_status_changed","reason_code":"mcp_status_changed","label":"Mcp Status Changed","short_label":"Mcp Status Changed","tone":"neutral","detail":"Detected MCP server support changed: none → implemented"},{"date":"2026-09-25","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 11 spots (#791 → #802)"},{"date":"2026-09-28","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 16 spots (#806 → #822)"},{"date":"2026-10-06","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 12 spots (#825 → #837)"},{"date":"2026-10-09","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 18 spots (#840 → #858)"},{"date":"2026-10-10","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 17 spots (#858 → #875)"},{"date":"2026-10-12","type":"rank_changed","reason_code":"rank_up","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank rose 10 spots (#875 → #865)"},{"date":"2026-10-15","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 13 spots (#877 → #890)"}]}