{
  "project_id": "Peiiii/nextclaw",
  "repo": "Peiiii/nextclaw",
  "name": "nextclaw",
  "github_url": "https://github.com/Peiiii/nextclaw",
  "homepage_url": "https://nextclaw.io",
  "language": "TypeScript",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "agentic-workflows",
    "ai-agent",
    "ai-assistant",
    "automation",
    "desktop-app",
    "feishu",
    "llm",
    "local-first",
    "mcp",
    "open-source",
    "self-hosted",
    "typescript",
    "wechat"
  ],
  "description": "Local-first AI workspace for agents, skills, files, browser tools, automations, and messaging channels.",
  "overview": "Use Peiiii/nextclaw 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": "heygen-com/hyperframes",
      "reason": "Same mcp server intent with mcp overlap."
    },
    {
      "repo": "upstash/context7",
      "reason": "Same mcp server intent with mcp overlap."
    }
  ],
  "related": [
    {
      "repo": "ImFeH2/flowent",
      "reason": "Related to Peiiii/nextclaw through mcp server category and docker deployment."
    },
    {
      "repo": "skalesapp/skales",
      "reason": "Related to Peiiii/nextclaw through mcp server category and docker deployment."
    },
    {
      "repo": "bytechefhq/bytechef",
      "reason": "Related to Peiiii/nextclaw through mcp server category and docker deployment."
    },
    {
      "repo": "heymrun/heym",
      "reason": "Related to Peiiii/nextclaw through mcp server category and docker deployment."
    },
    {
      "repo": "googleapis/mcp-toolbox",
      "reason": "Related to Peiiii/nextclaw through mcp server category and docker deployment."
    },
    {
      "repo": "the-open-agent/openagent",
      "reason": "Related to Peiiii/nextclaw through mcp server category and docker deployment."
    },
    {
      "repo": "markus-global/markus",
      "reason": "Related to Peiiii/nextclaw through mcp server category and docker deployment."
    },
    {
      "repo": "Rheosoph/flow-like",
      "reason": "Related to Peiiii/nextclaw 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": [
        "Matched \"npm install\" 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": [
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 219,
    "recent_commits": 100,
    "contributors": 5,
    "issue_response_time_hours": null,
    "release_frequency_180d": 100
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "partial",
    "releases_180d": "partial",
    "contributors_90d": "complete"
  },
  "quality_score": 31,
  "agent_score": 68,
  "score": 83,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 57,
    "deployment": 90,
    "popularity": 47,
    "community": 50
  },
  "git_top_score": 83,
  "git_top_score_breakdown": {
    "community": 80,
    "maintenance": 71,
    "documentation": 84,
    "stability": 100,
    "adoption": 67,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use Peiiii/nextclaw when the user needs a mcp server project with docker, library-only, local deployment options.",
    "purpose": "Use Peiiii/nextclaw 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": "heygen-com/hyperframes",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "upstash/context7",
        "reason": "Same mcp server intent with mcp overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"npm install\" 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": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "partial",
      "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",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: stars30dDelta, commits30d, releases180d."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-07-14T10:01:00.223Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: stars30dDelta, commits30d, 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": "2026-07-14T10:01:00.223Z",
  "knowledge": {
    "project": {
      "id": "Peiiii/nextclaw",
      "owner": "Peiiii",
      "name": "nextclaw",
      "full_name": "Peiiii/nextclaw",
      "github_url": "https://github.com/Peiiii/nextclaw",
      "homepage_url": "https://nextclaw.io",
      "description": "Local-first AI workspace for agents, skills, files, browser tools, automations, and messaging channels.",
      "language": "TypeScript",
      "topics": [
        "agentic-workflows",
        "ai-agent",
        "ai-assistant",
        "automation",
        "desktop-app",
        "feishu",
        "llm",
        "local-first",
        "mcp",
        "open-source",
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        "wechat"
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      "license": "MIT",
      "stars": 219,
      "forks": 33,
      "open_issues": 4,
      "default_branch": "master",
      "created_at": "2026-02-10T17:45:54Z",
      "updated_at": "2026-07-14T06:09:40Z",
      "pushed_at": "2026-07-14T05:09:11Z",
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    "agent_card": {
      "project_id": "Peiiii/nextclaw",
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        "connect agents to tools",
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        "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": "heygen-com/hyperframes",
          "reason": "Same mcp server intent with mcp overlap."
        },
        {
          "project_id": "upstash/context7",
          "reason": "Same mcp server intent with mcp overlap."
        }
      ],
      "summary_for_agent": "Use Peiiii/nextclaw 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": [
            "Matched \"npm install\" in repository content.",
            "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."
          ]
        }
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      "schema_version": "v1",
      "generated_at": "2026-07-14T10:01:00.223Z"
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      "project_id": "Peiiii/nextclaw",
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      "commits_30d": 100,
      "releases_180d": 100,
      "contributors_90d": 5,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 31,
      "maintenance_score": 57,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "partial",
        "releases_180d": "partial",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-07-14T10:01:00.223Z"
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  "resolved_from": {
    "requested_id": "Peiiii/nextclaw",
    "resolved_id": "Peiiii/nextclaw",
    "resolution": "direct"
  },
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    "source": "d1",
    "reason": "d1_query",
    "project_count": 940,
    "generated_at": "2026-07-14T12:14:38.855Z",
    "snapshot_id": "d1:940:2026-07-14T12:01:07.643Z",
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    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
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}