{"schema_version":"v0.1","generated_at":"2026-08-17 01:32 UTC","methodology_version":"v4.3","license":"CC BY 4.0 — https://creativecommons.org/licenses/by/4.0/","name":"Bagel","repo":"Extelligence-ai/bagel","display_repo":"","url":"https://github.com/Extelligence-ai/bagel","listing_class":"agent","rank":881,"previous_rank":883,"rank_delta":2,"stars":390,"stars_fmt":"390","forks":28,"forks_fmt":"28","last_push":"2026-08-16","days_ago":1,"weekly_commits":47,"commits_low_confidence":false,"score":68.4,"description":"Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipe","language":"Python","open_issues":10,"category":"MCP Servers","category_rank":431,"npm_package":"","crate_package":"","pypi_package":"","weekly_downloads":null,"dl_source":"","hn_mentions_30d":null,"has_provenance":false,"npm_provenance":null,"pypi_provenance":null,"signed_commits_ratio":0.28,"scorecard_score":null,"scorecard_checks":{},"scorecard_scanned_at":null,"slug":"bagel","source_note":"","public_actions":null,"mcp_server_support":{"status":"implemented","confidence":"medium","evidence":["README/docs explicitly mention an MCP server"]},"external_service_dependencies":{"providers":["Amazon Bedrock","Anthropic"],"requires_api_keys":false,"confidence":"high","evidence":["Found Amazon Bedrock dependency 'boto3' in pyproject.toml","Ships a Claude Code plugin manifest (plugin/.claude-plugin/plugin.json)"]},"tool_plugin_surface":{"plugin_system":"declared","tool_tags":[],"confidence":"high","evidence":["Found declared path: .claude-plugin/marketplace.json","README/docs also mention a marketplace plugin/integration surface"]},"package_provenance_drift":{"status":"not_applicable","confidence":null,"summary":"No package source configured","evidence":[]},"evidence_grade":"D","coverage_grade":"D","signal_coverage":0.2,"signal_types":1,"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":24.0,"trust_score_v2":24.0,"rank_v2":881,"rank_v2_delta":101,"trust_v2_adjustment":1.2,"trust_confidence":0.5,"trust_breakdown":{"safety":1.4,"identity":10.8,"transparency":8.5,"maintenance":18.6,"adoption":6.2},"trust_v2_breakdown":{"mcp":2.0,"external_dependencies":-0.5,"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":"Extelligence-ai/bagel","slug":"bagel","agent_url":"https://hvtracker.net/agents/bagel"},"methodology_version":"v4.3","issued_at":"2026-08-17 01:32 UTC","expires_at":"2026-08-24T01:32:13Z","trust_score":24.0,"confidence":0.5,"evidence_grade":"D","dimensions":{"safety":1.4,"identity":10.8,"transparency":8.5,"maintenance":18.6,"adoption":6.2},"listing_status":"listed","evidence_hash":"c807288df89cd2911b30148558f1ad0176c93ba8105cacf249cca5309d8635b1","signature":"dlRJVNGvKIyp+6nPBuuOwP37044kmcDtPYMD9jebMYkIlUKAj/+OiBQQjRwyF1jCRfijnTszvwYKMLP1DuXJCw=="},"history":[{"date":"2026-08-16","rank":883,"score":68.4,"trust_score":24.0,"evidence_grade":"D","stars":390},{"date":"2026-08-17","rank":881,"score":68.4,"trust_score":24.0,"evidence_grade":"D","stars":390}],"events":[{"date":"2026-08-16","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #883"}],"recent_changes":[{"date":"2026-08-16","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #883"}]}