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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_3f85359199816b74b457aaad", "after_observed_at": "2026-08-01T00:55:12.768643Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_f9e9518137685e2b36f273b6", "before_observed_at": "2026-08-01T00:27:28.080591Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/microsoft/playwright-mcp", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_98a308ef4e67df0c6d15", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-01T00:27:28.080591Z", "before": 35696, "after": 35697, "explanation": "Stars changed: 35696 → 35697.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_cf099356d5b7e203077f", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-31T00:00:00Z", "before": 35649, "after": 35696, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 35649 → 35696.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_cc53e68f388d40cd98cf", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-30T00:00:00Z", "before": 35599, "after": 35649, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 35599 → 35649.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_047e0023acbb6da47e77", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-29T10:17:05.832710Z", "before": 35560, "after": 35599, "explanation": "Stars changed: 35560 → 35599.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_bd358327ec52da300231", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-28T10:17:34.274766Z", "before": 35552, "after": 35560, "explanation": "Source-observed stars changed: 35552 → 35560. 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_2861940c66b960fff18c8a27", "after_observed_at": "2026-07-28T10:17:34.274766Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_4901d3d67ab2c7bf3f59f6dc", "before_observed_at": "2026-07-28T07:11:06.213377Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/microsoft/playwright-mcp", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_5032e8fc304bcc33cef5", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-28T07:11:06.213377Z", "before": 35195, "after": 35552, "explanation": "Stars changed: 35195 → 35552.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_9bc19f886fb8d2fec0de", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-17T10:40:43.045032Z", "before": 35194, "after": 35195, "explanation": "Source-observed stars changed: 35194 → 35195. 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_cc3d98a1d737958d42dbb986", "after_observed_at": "2026-07-17T10:40:43.045032Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_47f2144148b8415ac6785aa1", "before_observed_at": "2026-07-17T10:30:13.622907Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/microsoft/playwright-mcp", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_d4e05f015b9ad39efbee", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-17T10:17:28.381918Z", "before": 35193, "after": 35194, "explanation": "Source-observed stars changed: 35193 → 35194. 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_a2901ec23d8138403f3dc26d", "after_observed_at": "2026-07-17T10:17:28.381918Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_6a6d51df85f98c75c219d22b", "before_observed_at": "2026-07-17T09:45:55.725732Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/microsoft/playwright-mcp", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_8451abad5b5854cd6b0d", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-17T09:45:55.725732Z", "before": 35023, "after": 35193, "explanation": "Stars changed: 35023 → 35193.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_0bdb71478e123f12f7be", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-14T07:05:54.350937Z", "before": 34994, "after": 35023, "explanation": "Stars changed: 34994 → 35023.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients", "material_mover": false }, { "id": "evt_f1dd482a33799bfd9b3d", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-13T00:00:00Z", "before": 34991, "after": 34994, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34991 → 34994.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_01dbf452c66c02865dd8", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-12T00:00:00Z", "before": 34962, "after": 34991, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34962 → 34991.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_373cd361abd7c8f7c0e8", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-11T00:00:00Z", "before": 34927, "after": 34962, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34927 → 34962.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_e7cd32d88a93a55c6352", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-10T00:00:00Z", "before": 34893, "after": 34927, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34893 → 34927.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_52bacbce7566ba4dae4a", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-09T00:00:00Z", "before": 34847, "after": 34893, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34847 → 34893.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_42886a9b9341c0d580fa", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-08T00:00:00Z", "before": 34812, "after": 34847, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34812 → 34847.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_2593cf30736ee352fcff", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-07T00:00:00Z", "before": 34781, "after": 34812, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34781 → 34812.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_3be5b5d5800cbcac6efe", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-06T00:00:00Z", "before": 34698, "after": 34781, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34698 → 34781.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_600bccda098e72813c9a", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-04T00:00:00Z", "before": 34583, "after": 34698, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34583 → 34698.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_2053ee9461e23de574cc", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-02T00:00:00Z", "before": 34577, "after": 34583, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34577 → 34583.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_84b8f66ea8c1f982603d", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-01T00:00:00Z", "before": 34545, "after": 34577, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34545 → 34577.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_b563e362553b4dacb5a1", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 34514, "after": 34545, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34514 → 34545.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_8b96d9990134980cffca", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-06-29T00:00:00Z", "before": 34469, "after": 34514, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34469 → 34514.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_f6a89ff34fed21566956", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-06-28T00:00:00Z", "before": 34430, "after": 34469, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34430 → 34469.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_4de3d42cb94cad86114f", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-06-27T00:00:00Z", "before": 34394, "after": 34430, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 34394 → 34430.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false } ] }