{"schema_version":"v0.1","generated_at":"2026-08-12 05:32 UTC","methodology_version":"v4.3","license":"CC BY 4.0 — https://creativecommons.org/licenses/by/4.0/","name":"Finopsmcp","repo":"getnable/finopsmcp","display_repo":"","url":"https://github.com/getnable/finopsmcp","listing_class":"agent","rank":465,"previous_rank":466,"rank_delta":1,"stars":15,"stars_fmt":"15","forks":1,"forks_fmt":"1","last_push":"2026-08-12","days_ago":0,"weekly_commits":123,"commits_low_confidence":false,"score":58.6,"description":"The headless FinOps intelligence layer: API-first, agent-first cost control for cloud + AI. Connect your cloud stack in ","language":"Python","open_issues":0,"category":"MCP Servers","category_rank":157,"npm_package":"","crate_package":"","pypi_package":"finops-mcp","weekly_downloads":null,"dl_source":"","hn_mentions_30d":null,"has_provenance":true,"npm_provenance":null,"pypi_provenance":true,"signed_commits_ratio":0.56,"scorecard_score":6.9,"scorecard_checks":{"Security-Policy":10,"Dangerous-Workflow":10,"Dependency-Update-Tool":10,"Code-Review":0,"Maintained":0,"Token-Permissions":10,"Binary-Artifacts":10,"Pinned-Dependencies":5,"Vulnerabilities":10,"CII-Best-Practices":0,"Signed-Releases":-1,"SAST":10,"Branch-Protection":-1,"Fuzzing":0,"Packaging":10,"License":10,"Contributors":0,"CI-Tests":10},"scorecard_scanned_at":"2026-08-08T11:36:03Z","slug":"finopsmcp","source_note":"","public_actions":null,"mcp_server_support":{"status":"implemented","confidence":"high","evidence":["README/docs explicitly mention an MCP server","Found MCP dependency 'fastmcp' in pyproject.toml"]},"external_service_dependencies":{"providers":["Amazon Bedrock","Anthropic","Postgres"],"requires_api_keys":true,"confidence":"high","evidence":["Found Anthropic dependency 'anthropic' in pyproject.toml","Found Anthropic credential/config marker 'ANTHROPIC_API_KEY'","README/docs also mention Anthropic","Found Amazon Bedrock dependency 'boto3' in pyproject.toml","README/docs also mention Amazon Bedrock","Found Postgres dependency 'psycopg' in pyproject.toml"]},"tool_plugin_surface":{"plugin_system":"declared","tool_tags":[],"confidence":"medium","evidence":["Found declared path: .claude-plugin/marketplace.json"]},"package_provenance_drift":{"status":"unknown","confidence":"low","summary":"Package source metadata is missing or inconclusive","evidence":["pypi package 'finops-mcp' has a non-GitHub or unparseable source URL"]},"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":"Apache-2.0","license_type":"open","license_override":"","trust_score":49.2,"trust_score_v2":49.2,"rank_v2":465,"rank_v2_delta":-5,"trust_v2_adjustment":-0.3,"trust_confidence":0.67,"trust_breakdown":{"safety":18.9,"identity":18.0,"transparency":14.4,"maintenance":20.0,"adoption":2.9},"trust_v2_breakdown":{"mcp":2.0,"external_dependencies":-2.0,"tool_plugin_surface":-0.3,"package_provenance_drift":0.0},"pending_signals":false,"trust_credential":{"spec":"https://hvtracker.net/spec/trust-credential/v0.2","version":"0.2","issuer":"hvtracker.net","subject":{"repo":"getnable/finopsmcp","slug":"finopsmcp","agent_url":"https://hvtracker.net/agents/finopsmcp"},"methodology_version":"v4.3","issued_at":"2026-08-12 05:32 UTC","expires_at":"2026-08-19T05:32:20Z","trust_score":49.2,"confidence":0.67,"evidence_grade":"D","dimensions":{"safety":18.9,"identity":18.0,"transparency":14.4,"maintenance":20.0,"adoption":2.9},"listing_status":"listed","evidence_hash":"595cc756901c4792ece62d64cb1fea1cb1f70279690cc507414b694586749f99","signature":"i8dEstyKTYEG/iZHPFiiGKzvq7Bg4KKJ0bB7fRKZgJEDFKDlR+UsE9qFJHv2GnVC6hyt4LMN5yZPE/8gJvXeAw=="},"history":[{"date":"2026-08-08","rank":448,"score":58.6,"trust_score":49.2,"evidence_grade":"D","stars":15},{"date":"2026-08-09","rank":449,"score":58.6,"trust_score":49.2,"evidence_grade":"D","stars":15},{"date":"2026-08-10","rank":466,"score":58.6,"trust_score":49.2,"evidence_grade":"D","stars":15},{"date":"2026-08-11","rank":466,"score":58.6,"trust_score":49.2,"evidence_grade":"D","stars":15},{"date":"2026-08-12","rank":465,"score":58.6,"trust_score":49.2,"evidence_grade":"D","stars":15}],"events":[{"date":"2026-08-08","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #448"},{"date":"2026-08-10","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 17 spots (#449 → #466)"}],"recent_changes":[{"date":"2026-08-08","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #448"},{"date":"2026-08-10","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 17 spots (#449 → #466)"}]}