{"schema_version":"v0.1","generated_at":"2026-09-08 15:03 UTC","methodology_version":"v4.3","license":"CC BY 4.0 — https://creativecommons.org/licenses/by/4.0/","name":"TradingAgents","repo":"TauricResearch/TradingAgents","display_repo":"","url":"https://github.com/TauricResearch/TradingAgents","listing_class":"agent","rank":1328,"previous_rank":null,"rank_delta":null,"stars":103324,"stars_fmt":"103.3k","forks":19899,"forks_fmt":"19.9k","last_push":"2026-09-07","days_ago":1,"weekly_commits":33,"commits_low_confidence":false,"score":94.1,"description":"TradingAgents: Multi-Agents LLM Financial Trading Framework","language":"Python","open_issues":172,"category":"Multi-Agent Systems","category_rank":38,"npm_package":"","crate_package":"","pypi_package":"tradingagents","weekly_downloads":null,"dl_source":"","hn_mentions_30d":null,"has_provenance":false,"npm_provenance":null,"pypi_provenance":false,"signed_commits_ratio":0.98,"scorecard_score":null,"scorecard_checks":{},"scorecard_scanned_at":null,"slug":"tradingagents","full_fetched_at":"2026-09-08T13:00:03Z","source_note":"","public_actions":null,"mcp_server_support":{"status":"none","confidence":null,"evidence":[]},"external_service_dependencies":{"providers":["Anthropic","DeepSeek","Google Gemini","OpenAI","OpenRouter","Redis","xAI Grok"],"requires_api_keys":true,"confidence":"high","evidence":["Found OpenAI credential/config marker 'OPENAI_API_KEY'","README/docs also mention OpenAI","Found Anthropic credential/config marker 'ANTHROPIC_API_KEY'","README/docs also mention Anthropic","Found Google Gemini credential/config marker 'GOOGLE_API_KEY'","README/docs also mention Google Gemini"]},"tool_plugin_surface":{"plugin_system":"none","tool_tags":["database"],"confidence":"medium","evidence":["Found database dependency 'redis' in pyproject.toml"]},"package_provenance_drift":{"status":"warning","confidence":"high","summary":"1 package source mismatch detected","evidence":["pypi package 'tradingagents' points to mai0313/tradingagents, not tauricresearch/tradingagents"]},"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":12.4,"trust_score_v2":12.4,"rank_v2":1328,"rank_v2_delta":320,"trust_v2_adjustment":-9.3,"trust_confidence":0.4,"trust_breakdown":{"safety":4.9,"identity":10.8,"transparency":8.5,"maintenance":18.0,"adoption":12.0},"trust_v2_breakdown":{"mcp":0.0,"external_dependencies":-4.0,"tool_plugin_surface":-0.3,"package_provenance_drift":-5.0},"pending_signals":false,"trust_credential":{"spec":"https://hvtracker.net/spec/trust-credential/v0.2","version":"0.2","issuer":"hvtracker.net","subject":{"repo":"TauricResearch/TradingAgents","slug":"tradingagents","agent_url":"https://hvtracker.net/agents/tradingagents"},"methodology_version":"v4.3","issued_at":"2026-09-08 15:03 UTC","expires_at":"2026-09-15T15:03:34Z","trust_score":12.4,"confidence":0.4,"evidence_grade":"D","dimensions":{"safety":4.9,"identity":10.8,"transparency":8.5,"maintenance":18.0,"adoption":12.0},"listing_status":"listed","evidence_hash":"a595d3b2ab070e64e6971ac70b992cabc5663d633897489cda8550ef72846289","signature":"WhQ3XtLY4Fi6pKISVjv+cvhNYhi6xN7yZE7s9YfffODEWqmveXqo5JZmktrdkZu8rR0Q5OI9IF045xSCK804DA=="},"history":[{"date":"2026-09-08","rank":1328,"score":94.1,"trust_score":12.4,"evidence_grade":"D","stars":103324}],"events":[{"date":"2026-09-08","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #1328"}],"recent_changes":[{"date":"2026-09-08","type":"listed","reason_code":"listed","label":"Newly Listed","short_label":"New","tone":"positive","detail":"First tracked at rank #1328"}]}