{
  "name": "io.github.weaviate/mcp-server-weaviate",
  "description": "The Weaviate MCP wraps Weaviate's schema-driven vector database. Strong support for hybrid search (BM25 + vectors), pluggable embedding modules, and a generative search layer that calls an LLM at retrieval time. Self-host or managed.",
  "status": "active",
  "version": "latest",
  "_meta": {
    "com.top-mcps/lastVerified": "2026-05-26",
    "com.top-mcps/score": {
      "value": 79,
      "rubricVersion": "2026-04",
      "lastComputed": "2026-05-26T10:50:23.738Z",
      "methodology": "https://top-mcps.com/about/methodology"
    },
    "com.top-mcps/stats": {
      "fetchedAt": "2026-05-26T10:50:23.226Z",
      "githubStars": 161,
      "lastCommitAt": "2026-05-25T16:15:12Z"
    }
  },
  "repository": {
    "url": "https://github.com/weaviate/mcp-server-weaviate",
    "source": "github"
  },
  "author": {
    "name": "Weaviate"
  },
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "mcp-server-weaviate",
      "version": "latest",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "name": "WEAVIATE_URL",
          "description": "WEAVIATE_URL — required credential for Weaviate.",
          "isRequired": true,
          "isSecret": true
        },
        {
          "name": "WEAVIATE_API_KEY",
          "description": "WEAVIATE_API_KEY — required credential for Weaviate.",
          "isRequired": true,
          "isSecret": true
        }
      ]
    }
  ],
  "capabilities": {
    "security": {
      "scope": "read-write",
      "sandbox": "API key grants cluster-wide access. Use multi-tenancy primitives to isolate data per tenant.",
      "gotchas": [
        "Schema changes are forward-only in OSS; plan migrations.",
        "Generative modules call external LLMs; their privacy policies apply."
      ]
    }
  },
  "_links": {
    "html": "https://top-mcps.com/mcp/weaviate",
    "markdown": "https://top-mcps.com/mcp/weaviate.md",
    "methodology": "https://top-mcps.com/about/methodology"
  }
}