{ "schema_version": "1.0.0", "verification_stage_contract": "bounded-workflow-v2", "generated_at": "2026-08-13T20:20:15Z", "build_id": "rr-20260813T202015Z-50afa6e387dd", "entity_id": "gh:assafelovic/gpt-researcher", "points": [ { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-21", "source_build_id": "git-b5e9ccbdcc82" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-22", "source_build_id": "git-42b3a8a1b49f" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-23", "source_build_id": "git-34cc33171399" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-24", "source_build_id": "git-dd88e3f44878" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-25", "source_build_id": "git-17520e21684b" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-26", "source_build_id": "git-41f9c4678c11" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-27", "source_build_id": "git-f62e47b29839" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-28", "source_build_id": "git-dda8a1bc99bd" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-29", "source_build_id": "git-adcee0316afe" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-30", "source_build_id": "git-e3be25ca9846" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-01", "source_build_id": "git-619da8b9e717" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-02", "source_build_id": "git-33d9407acf55" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-04", "source_build_id": "git-efac775793ac" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-06", "source_build_id": "git-24d907c97f57" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-07", "source_build_id": "git-02331cc2fd92" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-08", "source_build_id": "git-f7e87b713b8f" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-09", "source_build_id": "git-e0e4145f09c6" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-10", "source_build_id": "git-fa192ed28ad2" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-11", "source_build_id": "git-85ab7fbca744" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-12", "source_build_id": "git-c7c4bf2ba980" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-13", "source_build_id": "git-a57439d942f9" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28278, "momentum": 9.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.5.1", "last_release_at": "2026-06-23T18:08:17Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.5.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-07-13T12:11:00.324497Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v1", "observation_refs": { "stars": "obs_d13e3b8ffe39d25bb26e6dda", "version": "obs_2e01908ade46fc7d816e1c66", "last_release_at": "obs_357a5c14f3cae8e882a19d6e", "last_release_url": "obs_9941a98a75bb61171cff6db1", "pushed_at": "obs_3aec0a610fe38bd115ae7d99", "archived": "obs_f56910acde69f540a1a4294d", "default_branch": "obs_cc8c18d5557e856b4dc5e872", "default_branch_updated_at": "obs_fbcf569acea67fc34a5cf021", "maintenance_status": "obs_e0e098d0d85e46f5903bcd04", "momentum": "obs_0a29eab34f7249530d95d5b6" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-14", "source_build_id": "rr-20260714T07055435093-313e45d9501f" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28357, "momentum": 9.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.5.1", "last_release_at": "2026-06-23T18:08:17Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.5.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_1f42d6fe36210a1ce0e0f437", "version": "obs_74903fb1ebefcf1dc430f836", "last_release_at": "obs_4b678235bba872e4e3b468dc", "last_release_url": "obs_547d817108e49ac21a179951", "pushed_at": "obs_11aa8f875fa1867c2c4d3946", "archived": "obs_d4d9a40e2bd51563bbb1d478", "default_branch": "obs_278bea1afca51ae4e71acb33", "default_branch_updated_at": "obs_02aeb75eecff3bf79c9cd315", "maintenance_status": "obs_6061d16d46ab2eccc982432a", "momentum": "obs_348e0eefea19a5dc24a9549b", "repository_topics": "obs_4246e7437d875c1d35dbf180", "integrations": "obs_345a1642c78c44ba524e9e0d", "integration_fingerprint": "obs_ef7b646c8e60688e4a0b13c5", "deployment_models": "obs_d2a154c2858eb6b00ae3ba28", "extensibility": "obs_913867ea6bb116408ce83bbc" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-17", "source_build_id": "rr-20260717T230624Z-c4dcc64d2e27" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28357, "momentum": 9.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.5.1", "last_release_at": "2026-06-23T18:08:17Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.5.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_1f42d6fe36210a1ce0e0f437", "version": "obs_74903fb1ebefcf1dc430f836", "last_release_at": "obs_4b678235bba872e4e3b468dc", "last_release_url": "obs_547d817108e49ac21a179951", "pushed_at": "obs_11aa8f875fa1867c2c4d3946", "archived": "obs_d4d9a40e2bd51563bbb1d478", "default_branch": "obs_278bea1afca51ae4e71acb33", "default_branch_updated_at": "obs_02aeb75eecff3bf79c9cd315", "maintenance_status": "obs_6061d16d46ab2eccc982432a", "momentum": "obs_348e0eefea19a5dc24a9549b", "repository_topics": "obs_4246e7437d875c1d35dbf180", "integrations": "obs_345a1642c78c44ba524e9e0d", "integration_fingerprint": "obs_ef7b646c8e60688e4a0b13c5", "deployment_models": "obs_d2a154c2858eb6b00ae3ba28", "extensibility": "obs_913867ea6bb116408ce83bbc" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-18", "source_build_id": "rr-20260718T230804Z-723e093c9536" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28357, "momentum": 9.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.5.1", "last_release_at": "2026-06-23T18:08:17Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.5.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_1f42d6fe36210a1ce0e0f437", "version": "obs_74903fb1ebefcf1dc430f836", "last_release_at": "obs_4b678235bba872e4e3b468dc", "last_release_url": "obs_547d817108e49ac21a179951", "pushed_at": "obs_11aa8f875fa1867c2c4d3946", "archived": "obs_d4d9a40e2bd51563bbb1d478", "default_branch": "obs_278bea1afca51ae4e71acb33", "default_branch_updated_at": "obs_02aeb75eecff3bf79c9cd315", "maintenance_status": "obs_6061d16d46ab2eccc982432a", "momentum": "obs_348e0eefea19a5dc24a9549b", "repository_topics": "obs_4246e7437d875c1d35dbf180", "integrations": "obs_345a1642c78c44ba524e9e0d", "integration_fingerprint": "obs_ef7b646c8e60688e4a0b13c5", "deployment_models": "obs_d2a154c2858eb6b00ae3ba28", "extensibility": "obs_913867ea6bb116408ce83bbc" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-19", "source_build_id": "rr-20260719T100820Z-9f68f20831d6" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28357, "momentum": 9.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.5.1", "last_release_at": "2026-06-23T18:08:17Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.5.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_1f42d6fe36210a1ce0e0f437", "version": "obs_74903fb1ebefcf1dc430f836", "last_release_at": "obs_4b678235bba872e4e3b468dc", "last_release_url": "obs_547d817108e49ac21a179951", "pushed_at": "obs_11aa8f875fa1867c2c4d3946", "archived": "obs_d4d9a40e2bd51563bbb1d478", "default_branch": "obs_278bea1afca51ae4e71acb33", "default_branch_updated_at": "obs_02aeb75eecff3bf79c9cd315", "maintenance_status": "obs_6061d16d46ab2eccc982432a", "momentum": "obs_348e0eefea19a5dc24a9549b", "repository_topics": "obs_4246e7437d875c1d35dbf180", "integrations": "obs_345a1642c78c44ba524e9e0d", "integration_fingerprint": "obs_ef7b646c8e60688e4a0b13c5", "deployment_models": "obs_d2a154c2858eb6b00ae3ba28", "extensibility": "obs_913867ea6bb116408ce83bbc" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-20", "source_build_id": "rr-20260720T231958Z-538b95791e5c" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28357, "momentum": 9.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.5.1", "last_release_at": "2026-06-23T18:08:17Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.5.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_1f42d6fe36210a1ce0e0f437", "version": "obs_74903fb1ebefcf1dc430f836", "last_release_at": "obs_4b678235bba872e4e3b468dc", "last_release_url": "obs_547d817108e49ac21a179951", "pushed_at": "obs_11aa8f875fa1867c2c4d3946", "archived": "obs_d4d9a40e2bd51563bbb1d478", "default_branch": "obs_278bea1afca51ae4e71acb33", "default_branch_updated_at": "obs_02aeb75eecff3bf79c9cd315", "maintenance_status": "obs_6061d16d46ab2eccc982432a", "momentum": "obs_348e0eefea19a5dc24a9549b", "repository_topics": "obs_4246e7437d875c1d35dbf180", "integrations": "obs_345a1642c78c44ba524e9e0d", "integration_fingerprint": "obs_ef7b646c8e60688e4a0b13c5", "deployment_models": "obs_d2a154c2858eb6b00ae3ba28", "extensibility": "obs_913867ea6bb116408ce83bbc" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-21", "source_build_id": "rr-20260721T100926Z-12d26cd1d0f0" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28690, "momentum": 7.5, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-28T10:17:34.274766Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_2ff0d9fea7a3255ed07bd3ae", "version": "obs_4e4ad3727f89579370f9c5ba", "last_release_at": "obs_c135d166e45f6f31046722ef", "last_release_url": "obs_ebde6b4593875c8c45cb8e35", "pushed_at": "obs_195de65bc9c3f1d692b99a5e", "archived": "obs_b69b29cf62b72575fcf707fa", "default_branch": "obs_6f82b821fb0b733440d787ce", "default_branch_updated_at": "obs_617c551c634ec7956dc4e6d5", "maintenance_status": "obs_8a4d60b02420fd168e4741c5", "momentum": "obs_0c3a1ed0919166c3b89e1ec5", "repository_topics": "obs_2cda1064520f5677fdf3fd88", "integrations": "obs_76873b66737414187cf7070c", "integration_fingerprint": "obs_1b9eb6acd8388b5ee28e9aac", "deployment_models": "obs_d5986a9cbe4be08a5b03af03", "extensibility": "obs_ce959992ca6d4699f8872293" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-28", "source_build_id": "rr-20260728T10173427476-cba0cd6243c7" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28711, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-29T10:17:05.832710Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_9911932e57f662f234430bec", "version": "obs_0ac1e5f6f310737fd663748e", "last_release_at": "obs_791f44e261096ffc58df27d8", "last_release_url": "obs_de18dd26a9f8c357d98ddf00", "pushed_at": "obs_fa42b63927e8576533529810", "archived": "obs_6e8d1590e03dc1953c548008", "default_branch": "obs_c965641168e0b510b239bff9", "default_branch_updated_at": "obs_f7f56120ff03bc27c9ca899b", "maintenance_status": "obs_d4291a00a7db389377b17b86", "momentum": "obs_0e8ec31ffa14f5966bbd2d03", "repository_topics": "obs_7fdfe7fb17d02c1c3e9eef43", "integrations": "obs_4b2fc6b3b27d4ad45bc6a08f", "integration_fingerprint": "obs_20456ed50faf73805aa07c38", "deployment_models": "obs_2705ad3297b7b19d62230de8", "extensibility": "obs_905392564dc9777eb1d66e84" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-29", "source_build_id": "rr-20260729T214501Z-7d6d1597a582" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-30", "source_build_id": "git-d6c6d356a593" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-31", "source_build_id": "git-1f6ab3b153e2" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28756, "momentum": 7.5, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-01T10:17:36.135498Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_52754afefc560eb612f34b16", "version": "obs_12d519ff1d11e9a09ac73ed4", "last_release_at": "obs_b8aeafaa729f6b3ad210200c", "last_release_url": "obs_bec8e52cf32a86e5463e3867", "pushed_at": "obs_0c4856d3dcbae79cee01d0db", "archived": "obs_948dc165e86ec2d6df140f90", "default_branch": "obs_be7a943e4d8143bb1605f000", "default_branch_updated_at": "obs_48e70f8967b8ed7f265794e1", "maintenance_status": "obs_6c1c996e38d50fdbd854b247", "momentum": "obs_42c32962fb52cb33c49c9819", "repository_topics": "obs_c159c0d699141623a8736ee7", "integrations": "obs_bd05e8278319f8a6031706f1", "integration_fingerprint": "obs_52aa8ea9563da68ecd554738", "deployment_models": "obs_b0ee98fe1a7db5bf0f0b219c", "extensibility": "obs_ac8e7dca1994c486fd45d5d7" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-01", "source_build_id": "rr-20260801T185703Z-7378313ef26d" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28773, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-02T10:17:50.427312Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_d9af4fba11830e6035918a67", "version": "obs_964617220bac0a9a63867702", "last_release_at": "obs_ca58d9e4935d11351f0f5aec", "last_release_url": "obs_be7e829dd1c567b8bfb4e946", "pushed_at": "obs_7c5ba5e444af5e3f9f3b83b5", "archived": "obs_78321893ff79f99fe8ccfaaa", "default_branch": "obs_849b3ded3b23db12c7cf88ac", "default_branch_updated_at": "obs_57ceceb184754d7015ff302b", "maintenance_status": "obs_6fb1aa6a121a40bb78deacb0", "momentum": "obs_a09a0df92e7ce986347c1025", "repository_topics": "obs_bfd4ab546aed4c9cf4b9f447", "integrations": "obs_ef2966fe85df29d88aa850f0", "integration_fingerprint": "obs_19eb0f91fe9d3da8dddb9c54", "deployment_models": "obs_819961f84ef95541625c4f4c", "extensibility": "obs_3f23c0db740c92152d43781c" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-02", "source_build_id": "rr-20260802T223206Z-669bf78d74b9" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28794, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-03T10:18:05.351909Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_bd451b7284943e586cd15d85", "version": "obs_2c48f22b52082b5018c99a1b", "last_release_at": "obs_87b88dac00eafc9b62cb0773", "last_release_url": "obs_45a2d80d353ec49dcec1cd6c", "pushed_at": "obs_b389043f003b269916556ea1", "archived": "obs_1f8f6df0517aaca121215a1e", "default_branch": "obs_0f85adcf0bf1a4fcbabf932c", "default_branch_updated_at": "obs_7751a355e27932d6cec240c6", "maintenance_status": "obs_a1d2ba7d5ebcff33c3e535fc", "momentum": "obs_ba45b1692b993f541bf0c9a0", "repository_topics": "obs_3c8a9495c4d74d44f0eee431", "integrations": "obs_185e5ef7a1194f64bed07f50", "integration_fingerprint": "obs_139f01774d61e79f2c31971b", "deployment_models": "obs_42a5a125c443c71ce388bddd", "extensibility": "obs_c191585f81ce1693d1176bbe" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-03", "source_build_id": "rr-20260803T185610Z-c07c43675fc7" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28794, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-03T10:18:05.351909Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_bd451b7284943e586cd15d85", "version": "obs_2c48f22b52082b5018c99a1b", "last_release_at": "obs_87b88dac00eafc9b62cb0773", "last_release_url": "obs_45a2d80d353ec49dcec1cd6c", "pushed_at": "obs_b389043f003b269916556ea1", "archived": "obs_1f8f6df0517aaca121215a1e", "default_branch": "obs_0f85adcf0bf1a4fcbabf932c", "default_branch_updated_at": "obs_7751a355e27932d6cec240c6", "maintenance_status": "obs_a1d2ba7d5ebcff33c3e535fc", "momentum": "obs_ba45b1692b993f541bf0c9a0", "repository_topics": "obs_3c8a9495c4d74d44f0eee431", "integrations": "obs_185e5ef7a1194f64bed07f50", "integration_fingerprint": "obs_139f01774d61e79f2c31971b", "deployment_models": "obs_42a5a125c443c71ce388bddd", "extensibility": "obs_c191585f81ce1693d1176bbe" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-04", "source_build_id": "rr-20260804T022022Z-08b5333b22db" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-08-05", "source_build_id": "git-e1dfd91c94e6" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-08-06", "source_build_id": "git-0d13b053d175" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28794, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-03T10:18:05.351909Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_bd451b7284943e586cd15d85", "version": "obs_2c48f22b52082b5018c99a1b", "last_release_at": "obs_87b88dac00eafc9b62cb0773", "last_release_url": "obs_45a2d80d353ec49dcec1cd6c", "pushed_at": "obs_b389043f003b269916556ea1", "archived": "obs_1f8f6df0517aaca121215a1e", "default_branch": "obs_0f85adcf0bf1a4fcbabf932c", "default_branch_updated_at": "obs_7751a355e27932d6cec240c6", "maintenance_status": "obs_a1d2ba7d5ebcff33c3e535fc", "momentum": "obs_ba45b1692b993f541bf0c9a0", "repository_topics": "obs_3c8a9495c4d74d44f0eee431", "integrations": "obs_185e5ef7a1194f64bed07f50", "integration_fingerprint": "obs_139f01774d61e79f2c31971b", "deployment_models": "obs_42a5a125c443c71ce388bddd", "extensibility": "obs_c191585f81ce1693d1176bbe" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-07", "source_build_id": "rr-20260807T231253Z-6d311714ffe8" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28883, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-08T10:17:54.011012Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_bf257723ae9450b737651a05", "version": "obs_8ed0eecce73f95f4754aa2c4", "last_release_at": "obs_a300d3ffe1066a0fb75000ef", "last_release_url": "obs_4eea99a28ad79f37d1e60848", "pushed_at": "obs_060d263892886ad62ba90a5c", "archived": "obs_fdc3ed6993f2321371b775e8", "default_branch": "obs_8d433579c1e8ae7df2cbce5b", "default_branch_updated_at": "obs_dcf1ba3dc59ea5cbb09869e1", "maintenance_status": "obs_a39d692fce948bec81a77048", "momentum": "obs_7f42896b910c18c77116e2db", "repository_topics": "obs_ed86a8230abdfe3ac7cc88a1", "integrations": "obs_0b181d01f874e8b05ca512ab", "integration_fingerprint": "obs_7dfb250420f901aedeb6d2c6", "deployment_models": "obs_12c21f23678af8c6cf12fc8c", "extensibility": "obs_33bf2087e6321415008982fd" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-08", "source_build_id": "rr-20260808T223146Z-3d11f0c1522d" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28900, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-09T10:18:02.987681Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4e147aa8f7bd216400453aea", "version": "obs_1d7946688f165ba41f6f34a4", "last_release_at": "obs_0c51fbde64ad9eaed9568eb4", "last_release_url": "obs_6f2c7b80b0eec202805c5641", "pushed_at": "obs_a87fb7e299e1c70fbdb569b1", "archived": "obs_cb1b2884fb2defade092f797", "default_branch": "obs_c56f013c00d7df93a2f1d5e1", "default_branch_updated_at": "obs_46d2b75f930ab9199a3f9a86", "maintenance_status": "obs_700b7ebdc9b14f6f6733c800", "momentum": "obs_771826492f52d584dd03b7d0", "repository_topics": "obs_53278e9e9879379be3a1b76d", "integrations": "obs_53c3ead634b5fd4b04babffe", "integration_fingerprint": "obs_580089ca060f0821d565af69", "deployment_models": "obs_b171d3e7bcd1bf2bc9e3ea4c", "extensibility": "obs_a3f55b6e65fd77a7e9b16ab3" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-09", "source_build_id": "rr-20260809T220237Z-2594996087b2" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28910, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-10T10:18:02.453550Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_ef7df998a7d66bc42d932266", "version": "obs_d85ae797d2a9982dd22f9d37", "last_release_at": "obs_8d6a536e91774e6bb7d00f23", "last_release_url": "obs_5d3f513b13fafb3a675f2c8b", "pushed_at": "obs_1e15eb49f9b3941ae0fa7bb4", "archived": "obs_a167e1e4c5ccb6ed0bdc3cb2", "default_branch": "obs_ac85e4d7d1328c7c6cae0d03", "default_branch_updated_at": "obs_e615b108dc81d0b104546fac", "maintenance_status": "obs_401dd5e506f15665a69fbf56", "momentum": "obs_fdbebd3c9617b3d3d16e0f06", "repository_topics": "obs_f7c353b701ed38d5fa8e3102", "integrations": "obs_19035ce87e1e7c3e2e7d18c8", "integration_fingerprint": "obs_0b71c5a465df7a5945cd2253", "deployment_models": "obs_83ae1a5c366b2faa55870da4", "extensibility": "obs_60c9a99b9beb195d03a392c0" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-10", "source_build_id": "rr-20260810T221823Z-85f41114e190" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28926, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-11T10:17:40.749121Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_45e6685b49e4de3998d2cd86", "version": "obs_16769019ab42bd9de7377a17", "last_release_at": "obs_b64dd3fe626ce138e8e7c36d", "last_release_url": "obs_fe6e5dfe1e1aef386e8c3bbf", "pushed_at": "obs_4d9d459c8ec657b8796614eb", "archived": "obs_f50ce48065269a8e3e3db493", "default_branch": "obs_8051dcd9a2e2c67dc6acc7eb", "default_branch_updated_at": "obs_acd184147d7baaa0c7ce62b9", "maintenance_status": "obs_a2b414f161a6e7db4f78e3c5", "momentum": "obs_de55d6e114218b9c456873dc", "repository_topics": "obs_8453145b3b3810ed0ae19876", "integrations": "obs_8216abd7ad789525da56816e", "integration_fingerprint": "obs_1a10f84e32470512546baf04", "deployment_models": "obs_f8021f8ab55d9abcb06270e0", "extensibility": "obs_5d40fd568a3bc8902d5f6246" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-11", "source_build_id": "rr-20260811T221343Z-7d22d483b1e2" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28943, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-12T17:38:47.185822Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_1d2829d13ecb47c92d75bffb", "version": "obs_7c26fc09f6e23be766eb0572", "last_release_at": "obs_6c45422e7b7ad256bee32dbe", "last_release_url": "obs_bd4c1fa4a981dd6c25978af2", "pushed_at": "obs_67c48f724aa38e283ea62e3b", "archived": "obs_bbc4a59f7c4b69b214869a2c", "default_branch": "obs_10c2eabf2d8f940d7583c36e", "default_branch_updated_at": "obs_40effe53a76ef638b26f7d03", "maintenance_status": "obs_03e61617be5f79f2cadb8b43", "momentum": "obs_69d8f249b07715ff03f93745", "repository_topics": "obs_57129f5dc4bd1d0fcbe0f94d", "integrations": "obs_4bde553e7bed8d160cf4ed89", "integration_fingerprint": "obs_5e6369c78f31b006ca3ad736", "deployment_models": "obs_b0943e3022fba7bd2ecb1df0", "extensibility": "obs_e34b02790b789302e2261986" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-12", "source_build_id": "rr-20260812T215932Z-35ee87c03ab1" }, { "id": "gh:assafelovic/gpt-researcher", "score": 8.6, "popularity": 8.5, "stars": 28961, "momentum": 8.1, "score_components": { "usefulness": 9.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.9, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 10.0, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v3.6.0", "last_release_at": "2026-07-18T07:56:56Z", "last_release_url": "https://github.com/assafelovic/gpt-researcher/releases/tag/v3.6.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-13T19:31:03.163686Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_24ae1ceaf7acaf541377fd4f", "version": "obs_695cc3ae980cfd56ac4274df", "last_release_at": "obs_78c921303946fbc255685a4e", "last_release_url": "obs_41db0537943de5726c8f291d", "pushed_at": "obs_75747312c1921f316be539ae", "archived": "obs_2444b4b67153facf4fc2f770", "default_branch": "obs_35d0be8056815e8b312282b9", "default_branch_updated_at": "obs_5fccc7452a0db6e50e9249cf", "maintenance_status": "obs_bd4e5e60c6ddf5e3562c1e20", "momentum": "obs_240aa15db0872be2e1cc5462", "repository_topics": "obs_5f58479878aefdc91bdd7c4d", "integrations": "obs_de8f1e3e0face86c619cd66f", "integration_fingerprint": "obs_c9d73316467a4994b0d49d75", "deployment_models": "obs_92b6c8fe9ffad6c993102caf", "extensibility": "obs_c9019c94cf6fc5a36579c76c" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-13", "source_build_id": "rr-20260813T202015Z-badadd6c8c80" } ], "changes": [ { "id": "evt_cf21e75ac9b89685721c", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28943, "after": 28961, "explanation": "Stars changed: 28943 → 28961.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_2d1d7ad81ca88e438595", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-12T17:38:47.185822Z", "before": 28926, "after": 28943, "explanation": "Stars changed: 28926 → 28943.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_b22549377270be8670d7", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-11T10:17:40.749121Z", "before": 28910, "after": 28926, "explanation": "Stars changed: 28910 → 28926.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_c359f90d42c6548e93ff", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-10T10:18:02.453550Z", "before": 28900, "after": 28910, "explanation": "Stars changed: 28900 → 28910.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_3ca841bf72904d8c274e", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-09T10:18:02.987681Z", "before": 28883, "after": 28900, "explanation": "Stars changed: 28883 → 28900.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_e7fbffdf55a47b0a3b6a", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-08T10:17:54.011012Z", "before": 28794, "after": 28883, "explanation": "Stars changed: 28794 → 28883.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_a6dc40f69da2f3d46303", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-03T10:18:05.351909Z", "before": 28773, "after": 28794, "explanation": "Stars changed: 28773 → 28794.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_12e854074387d3511975", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-02T10:17:50.427312Z", "before": 28756, "after": 28773, "explanation": "Stars changed: 28756 → 28773.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_598468a32735a6d0fd5c", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-01T10:17:36.135498Z", "before": 28754, "after": 28756, "explanation": "Source-observed stars changed: 28754 → 28756. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_observation_id": "obs_52754afefc560eb612f34b16", "after_observed_at": "2026-08-01T10:17:36.135498Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_efb9c0f46ff475aa7356d9f9", "before_observed_at": "2026-08-01T00:55:12.768643Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/assafelovic/gpt-researcher", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_0d1af938d39baa1f57de", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-01T00:55:12.768643Z", "before": 28753, "after": 28754, "explanation": "Source-observed stars changed: 28753 → 28754. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_observation_id": "obs_efb9c0f46ff475aa7356d9f9", "after_observed_at": "2026-08-01T00:55:12.768643Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_0992aef25282baf5b2ae7d46", "before_observed_at": "2026-08-01T00:27:28.080591Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/assafelovic/gpt-researcher", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_06b8b9689729be528a08", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-29T10:17:05.832710Z", "before": 28690, "after": 28711, "explanation": "Stars changed: 28690 → 28711.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_1634d5f2a84ecc36af23", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-28T10:17:34.274766Z", "before": 28684, "after": 28690, "explanation": "Source-observed stars changed: 28684 → 28690. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_observation_id": "obs_2ff0d9fea7a3255ed07bd3ae", "after_observed_at": "2026-07-28T10:17:34.274766Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_a3edaa678d949e4f5985a496", "before_observed_at": "2026-07-28T07:11:06.213377Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/assafelovic/gpt-researcher", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_819cfe27e8ee70a2eddc", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "version_changed", "occurred_at": "2026-07-28T07:11:06.213377Z", "before": "v3.5.1", "after": "v3.6.0", "explanation": "Version changed: v3.5.1 → v3.6.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_0b70cb7c10e6c08b012d", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-28T07:11:06.213377Z", "before": 28357, "after": 28684, "explanation": "Stars changed: 28357 → 28684.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_86489370f6d722e10812", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-17T12:02:57.061641Z", "before": 28355, "after": 28357, "explanation": "Source-observed stars changed: 28355 → 28357. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_observation_id": "obs_1f42d6fe36210a1ce0e0f437", "after_observed_at": "2026-07-17T12:02:57.061641Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_39a3cb465cbcd583023bb49f", "before_observed_at": "2026-07-17T10:40:43.045032Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/assafelovic/gpt-researcher", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_f8de21607da7142c3150", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-17T10:17:28.381918Z", "before": 28354, "after": 28355, "explanation": "Source-observed stars changed: 28354 → 28355. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_observation_id": "obs_f4004c407ea5d339859328bf", "after_observed_at": "2026-07-17T10:17:28.381918Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_bae9e2d4c025ab834d4cc611", "before_observed_at": "2026-07-17T09:45:55.725732Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/assafelovic/gpt-researcher", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_510aba28b085f08924c5", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-17T09:45:55.725732Z", "before": 28278, "after": 28354, "explanation": "Stars changed: 28278 → 28354.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false } ] }