{"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":"Academia MCP","repo":"IlyaGusev/academia_mcp","display_repo":"","url":"https://github.com/IlyaGusev/academia_mcp","listing_class":"agent","rank":1274,"previous_rank":1274,"rank_delta":0,"stars":90,"stars_fmt":"90","forks":6,"forks_fmt":"6","last_push":"2026-01-25","days_ago":199,"weekly_commits":0,"commits_low_confidence":false,"score":15.7,"description":"Academia MCP server: Tools for automatic scientific research","language":"Python","open_issues":2,"category":"MCP Servers","category_rank":756,"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":0.17,"scorecard_score":null,"scorecard_checks":{},"scorecard_scanned_at":null,"slug":"academia-mcp","source_note":"","public_actions":null,"mcp_server_support":{"status":"implemented","confidence":"medium","evidence":["README/docs explicitly mention an MCP server"]},"external_service_dependencies":{"providers":["OpenAI","OpenRouter","Tavily"],"requires_api_keys":true,"confidence":"high","evidence":["Found OpenAI dependency 'openai' in pyproject.toml","Found OpenRouter credential/config marker 'OPENROUTER_API_KEY'","README/docs also mention OpenRouter","Found Tavily credential/config marker 'TAVILY_API_KEY'","README/docs also mention Tavily"]},"tool_plugin_surface":{"plugin_system":"none","tool_tags":[],"confidence":null,"evidence":[]},"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":12.5,"trust_score_v2":12.5,"rank_v2":1274,"rank_v2_delta":104,"trust_v2_adjustment":0.0,"trust_confidence":0.5,"trust_breakdown":{"safety":0.9,"identity":10.8,"transparency":8.5,"maintenance":0.0,"adoption":4.7},"trust_v2_breakdown":{"mcp":2.0,"external_dependencies":-2.0,"tool_plugin_surface":-0.0,"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":"IlyaGusev/academia_mcp","slug":"academia-mcp","agent_url":"https://hvtracker.net/agents/academia-mcp"},"methodology_version":"v4.3","issued_at":"2026-08-12 05:32 UTC","expires_at":"2026-08-19T05:32:21Z","trust_score":12.5,"confidence":0.5,"evidence_grade":"D","dimensions":{"safety":0.9,"identity":10.8,"transparency":8.5,"maintenance":0.0,"adoption":4.7},"listing_status":"listed","evidence_hash":"c6712fe3d15b0cb143a178e57e89826592654ba838ece6d3609ab0546ec92510","signature":"uVWXS7dVnXwbzb1nqjQblGt3tU2QW4nBwju7L4jMZoMzpdKHJnk8CmNUnqe0Tk+RB9FvIoBDi3RjAWnl9cIICQ=="},"history":[{"date":"2026-08-08","rank":1195,"score":15.7,"trust_score":12.5,"evidence_grade":"D","stars":90},{"date":"2026-08-09","rank":1195,"score":15.7,"trust_score":12.5,"evidence_grade":"D","stars":90},{"date":"2026-08-10","rank":1274,"score":15.7,"trust_score":12.5,"evidence_grade":"D","stars":90},{"date":"2026-08-11","rank":1274,"score":15.7,"trust_score":12.5,"evidence_grade":"D","stars":90},{"date":"2026-08-12","rank":1274,"score":15.7,"trust_score":12.5,"evidence_grade":"D","stars":90}],"events":[{"date":"2026-08-08","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #1195"},{"date":"2026-08-10","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 79 spots (#1195 → #1274)"}],"recent_changes":[{"date":"2026-08-08","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #1195"},{"date":"2026-08-10","type":"rank_changed","reason_code":"rank_down","label":"Rank Moved","short_label":"Rank","tone":"neutral","detail":"Rank dropped 79 spots (#1195 → #1274)"}]}