{
  "project_id": "MoisesR7/browser-mcp",
  "repo": "MoisesR7/browser-mcp",
  "name": "browser-mcp",
  "github_url": "https://github.com/MoisesR7/browser-mcp",
  "homepage_url": null,
  "language": "TypeScript",
  "license": "MPL-2.0",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "browser",
    "browser-mcp",
    "mcp"
  ],
  "description": "browser mcp agent integration with autonomous browser automation capabilities",
  "overview": "Use MoisesR7/browser-mcp when the user needs a mcp server project with docker, library-only, local deployment options.",
  "alternatives": [
    {
      "repo": "can1357/oh-my-pi",
      "reason": "Same mcp server intent with browser_automation, mcp overlap."
    },
    {
      "repo": "wonderwhy-er/DesktopCommanderMCP",
      "reason": "Same mcp server intent with mcp, workflow overlap."
    },
    {
      "repo": "rocketride-org/rocketride-server",
      "reason": "Same mcp server intent with mcp, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "browserbase/mcp-server-browserbase",
      "reason": "Related to MoisesR7/browser-mcp through mcp server category and docker deployment."
    },
    {
      "repo": "microsoft/playwright-mcp",
      "reason": "Related to MoisesR7/browser-mcp through mcp server category and docker deployment."
    },
    {
      "repo": "mozilla/firefox-devtools-mcp",
      "reason": "Related to MoisesR7/browser-mcp through mcp server category and docker deployment."
    },
    {
      "repo": "achiya-automation/safari-mcp",
      "reason": "Related to MoisesR7/browser-mcp through mcp server category and docker deployment."
    },
    {
      "repo": "webdriverio/mcp",
      "reason": "Related to MoisesR7/browser-mcp through mcp server category and library_only deployment."
    },
    {
      "repo": "szymdzum/browser-debugger-cli",
      "reason": "Related to MoisesR7/browser-mcp through mcp server category and docker deployment."
    },
    {
      "repo": "cyberlife-coder/VelesDB",
      "reason": "Related to MoisesR7/browser-mcp through mcp server category and docker deployment."
    },
    {
      "repo": "googleapis/mcp-toolbox",
      "reason": "Related to MoisesR7/browser-mcp through mcp server category and docker deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "Browser automation",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "library_only",
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "connect agents to tools",
    "expose APIs through MCP",
    "bootstrap MCP integrations"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"mcp\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "Matched \"npm install\" in repository content.",
        "Matched \"library\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Repository has under 10k stars, so complexity is treated conservatively."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Runtime blocker: filesystem.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 153,
    "recent_commits": 1,
    "contributors": 1,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 44,
  "agent_score": 57,
  "score": 61,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 15,
    "deployment": 90,
    "popularity": 44,
    "community": 46
  },
  "git_top_score": 61,
  "git_top_score_breakdown": {
    "community": 67,
    "maintenance": 11,
    "documentation": 84,
    "stability": 70,
    "adoption": 48,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use MoisesR7/browser-mcp when the user needs a mcp server project with docker, library-only, local deployment options.",
    "purpose": "Use MoisesR7/browser-mcp when the user needs a mcp server project with docker, library-only, local deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "inputs": [
      "tool definitions",
      "resource config",
      "transport settings"
    ],
    "outputs": [
      "MCP tools",
      "JSON-RPC responses",
      "server capabilities"
    ],
    "good_for": [
      "connect agents to tools",
      "expose APIs through MCP",
      "bootstrap MCP integrations",
      "agent tool exposure",
      "MCP integrations",
      "tool servers"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "front-end apps",
      "non-tooling backends"
    ],
    "deployment": [
      "docker",
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "can1357/oh-my-pi",
        "reason": "Same mcp server intent with browser_automation, mcp overlap."
      },
      {
        "repo": "wonderwhy-er/DesktopCommanderMCP",
        "reason": "Same mcp server intent with mcp, workflow overlap."
      },
      {
        "repo": "rocketride-org/rocketride-server",
        "reason": "Same mcp server intent with mcp, workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Matched \"npm install\" in repository content.",
          "Matched \"library\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: filesystem.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "source_fields": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: stars30dDelta."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-07-12T19:00:50.457Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: stars30dDelta."
  ],
  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics"
  ],
  "last_verified_at": "2026-07-12T19:00:50.457Z",
  "knowledge": {
    "project": {
      "id": "MoisesR7/browser-mcp",
      "owner": "MoisesR7",
      "name": "browser-mcp",
      "full_name": "MoisesR7/browser-mcp",
      "github_url": "https://github.com/MoisesR7/browser-mcp",
      "homepage_url": null,
      "description": "browser mcp agent integration with autonomous browser automation capabilities",
      "language": "TypeScript",
      "topics": [
        "browser",
        "browser-mcp",
        "mcp"
      ],
      "license": "MPL-2.0",
      "stars": 153,
      "forks": 0,
      "open_issues": 0,
      "default_branch": "main",
      "created_at": "2026-07-09T14:55:52Z",
      "updated_at": "2026-07-11T20:42:48Z",
      "pushed_at": "2026-07-09T15:00:44Z",
      "synced_at": "2026-07-12T19:00:50.457Z"
    },
    "agent_card": {
      "project_id": "MoisesR7/browser-mcp",
      "project_kind": "project",
      "category": "mcp_server",
      "difficulty": "beginner",
      "deployment": [
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      "use_cases": [
        "connect agents to tools",
        "expose APIs through MCP",
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      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
      ],
      "alternatives": [
        {
          "project_id": "can1357/oh-my-pi",
          "reason": "Same mcp server intent with browser_automation, mcp overlap."
        },
        {
          "project_id": "wonderwhy-er/DesktopCommanderMCP",
          "reason": "Same mcp server intent with mcp, workflow overlap."
        },
        {
          "project_id": "rocketride-org/rocketride-server",
          "reason": "Same mcp server intent with mcp, workflow overlap."
        }
      ],
      "summary_for_agent": "Use MoisesR7/browser-mcp when the user needs a mcp server project with docker, library-only, local deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"mcp\" in metadata."
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        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Matched \"npm install\" in repository content.",
            "Matched \"library\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
          ]
        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: filesystem.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-07-12T19:00:50.457Z"
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      "project_id": "MoisesR7/browser-mcp",
      "stars_30d_delta": 1530,
      "commits_30d": 1,
      "releases_180d": 0,
      "contributors_90d": 1,
      "issue_first_response_median_hours": null,
      "recent_push_days": 3,
      "git_score": 44,
      "maintenance_score": 15,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-07-12T19:00:50.457Z"
    }
  },
  "resolved_from": {
    "requested_id": "MoisesR7/browser-mcp",
    "resolved_id": "MoisesR7/browser-mcp",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 931,
    "generated_at": "2026-07-14T00:08:22.817Z",
    "snapshot_id": "d1:931:2026-07-14T00:01:04.425Z",
    "latest_synced_at": "2026-07-14T00:01:04.425Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
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}