{
  "project_id": "the-open-agent/openagent",
  "repo": "the-open-agent/openagent",
  "name": "openagent",
  "github_url": "https://github.com/the-open-agent/openagent",
  "homepage_url": "https://www.openagentai.org/",
  "language": "Go",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "agent",
    "agentic",
    "agentic-ai",
    "agi",
    "chatbot",
    "chatgpt",
    "gpt",
    "harness",
    "hermes-agent",
    "knowledge-base",
    "langchain",
    "llm",
    "mcp",
    "model-context-protocol",
    "multi-agent",
    "openagent",
    "openai",
    "openclaw",
    "rag"
  ],
  "description": "⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org",
  "overview": "Use the-open-agent/openagent when the user needs a mcp server project with docker, local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "headroomlabs-ai/headroom",
      "reason": "Same mcp server intent with rag, coding_agent, mcp overlap."
    },
    {
      "repo": "BerriAI/litellm",
      "reason": "Same mcp server intent with mcp overlap."
    },
    {
      "repo": "AstrBotDevs/AstrBot",
      "reason": "Same mcp server intent with mcp overlap."
    }
  ],
  "related": [
    {
      "repo": "ModelEngine-Group/nexent",
      "reason": "Related to the-open-agent/openagent through mcp server category and docker deployment."
    },
    {
      "repo": "trpc-group/trpc-agent-go",
      "reason": "Related to the-open-agent/openagent through mcp server category and docker deployment."
    },
    {
      "repo": "deepset-ai/haystack",
      "reason": "Related to the-open-agent/openagent through mcp server category and docker deployment."
    },
    {
      "repo": "labring/FastGPT",
      "reason": "Related to the-open-agent/openagent through mcp server category and docker deployment."
    },
    {
      "repo": "Jovancoding/Network-AI",
      "reason": "Related to the-open-agent/openagent through mcp server category and docker deployment."
    },
    {
      "repo": "Deuz-AI/Deuz-SDK",
      "reason": "Related to the-open-agent/openagent through mcp server category and local deployment."
    },
    {
      "repo": "AstrBotDevs/AstrBot",
      "reason": "Related to the-open-agent/openagent through mcp server category and docker deployment."
    },
    {
      "repo": "iflytek/astron-agent",
      "reason": "Related to the-open-agent/openagent through mcp server category and docker deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "Vector database",
    "Browser automation",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "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"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"mcp\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "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": [
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 5522,
    "recent_commits": 10,
    "contributors": 64,
    "issue_response_time_hours": null,
    "release_frequency_180d": 100
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 35,
    "commits_30d": "complete",
    "releases_180d": "partial",
    "contributors_90d": "complete"
  },
  "quality_score": 36,
  "agent_score": 79,
  "score": 89,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 59,
    "deployment": 80,
    "popularity": 75,
    "community": 100
  },
  "git_top_score": 89,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 60,
    "documentation": 84,
    "stability": 100,
    "adoption": 100,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use the-open-agent/openagent when the user needs a mcp server project with docker, local, cloud deployment options.",
    "purpose": "Use the-open-agent/openagent when the user needs a mcp server project with docker, local, cloud 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",
      "front-end apps",
      "non-tooling backends"
    ],
    "deployment": [
      "docker",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "headroomlabs-ai/headroom",
        "reason": "Same mcp server intent with rag, coding_agent, mcp overlap."
      },
      {
        "repo": "BerriAI/litellm",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "AstrBotDevs/AstrBot",
        "reason": "Same mcp server intent with mcp overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "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": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 35,
      "commits_30d": "complete",
      "releases_180d": "partial",
      "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",
      "Partial or estimated quality signals: releases180d."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-17T09:01:01.055Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: releases180d."
  ],
  "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": "2026-08-17T09:01:01.055Z",
  "knowledge": {
    "project": {
      "id": "the-open-agent/openagent",
      "owner": "the-open-agent",
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      "full_name": "the-open-agent/openagent",
      "github_url": "https://github.com/the-open-agent/openagent",
      "homepage_url": "https://www.openagentai.org/",
      "description": "⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org",
      "language": "Go",
      "topics": [
        "agent",
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        "agentic-ai",
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        "chatgpt",
        "gpt",
        "harness",
        "hermes-agent",
        "knowledge-base",
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        "mcp",
        "model-context-protocol",
        "multi-agent",
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      "stars": 5522,
      "forks": 642,
      "open_issues": 48,
      "default_branch": "master",
      "created_at": "2020-05-29T02:45:58Z",
      "updated_at": "2026-08-17T08:08:34Z",
      "pushed_at": "2026-08-17T04:27:19Z",
      "synced_at": "2026-08-17T09:01:01.055Z"
    },
    "agent_card": {
      "project_id": "the-open-agent/openagent",
      "project_kind": "project",
      "category": "mcp_server",
      "difficulty": "beginner",
      "deployment": [
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      "cloudflare_ready": false,
      "use_cases": [
        "connect agents to tools",
        "expose APIs through MCP",
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        "edge-only Cloudflare Workers deployment without adaptation"
      ],
      "alternatives": [
        {
          "project_id": "headroomlabs-ai/headroom",
          "reason": "Same mcp server intent with rag, coding_agent, mcp overlap."
        },
        {
          "project_id": "BerriAI/litellm",
          "reason": "Same mcp server intent with mcp overlap."
        },
        {
          "project_id": "AstrBotDevs/AstrBot",
          "reason": "Same mcp server intent with mcp overlap."
        }
      ],
      "summary_for_agent": "Use the-open-agent/openagent when the user needs a mcp server project with docker, local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"mcp\" in metadata."
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        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Local usage is assumed for open source repositories unless contradicted."
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        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-08-17T09:01:01.055Z"
    },
    "metrics": {
      "project_id": "the-open-agent/openagent",
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      "commits_30d": 10,
      "releases_180d": 100,
      "contributors_90d": 64,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 36,
      "maintenance_score": 59,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 35,
        "commits_30d": "complete",
        "releases_180d": "partial",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-08-17T09:01:01.055Z"
    }
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  "resolved_from": {
    "requested_id": "the-open-agent/openagent",
    "resolved_id": "the-open-agent/openagent",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1158,
    "generated_at": "2026-08-18T11:04:33.540Z",
    "snapshot_id": "d1:1158:2026-08-18T10:31:00.736Z",
    "latest_synced_at": "2026-08-18T10:31:00.736Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}