Coalent

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.nisarg-pujara-vectorlink/coalent",
  "description": "Fresh, attributed facts from your sources — cached, and invalidated the moment a source changes.",
  "title": "Coalent",
  "repository": {
    "url": "https://github.com/Vectorlink-Labs/coalent",
    "source": "github"
  },
  "version": "0.7.0",
  "websiteUrl": "https://coalent.ai",
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "coalent",
      "version": "0.7.0",
      "runtimeHint": "uvx",
      "transport": {
        "type": "stdio"
      },
      "runtimeArguments": [
        {
          "description": "Install the MCP SDK and OpenAI extras alongside the core package",
          "isRequired": true,
          "value": "coalent[mcp,openai]",
          "type": "named",
          "name": "--with"
        },
        {
          "description": "The MCP server entry point (the coalent package also ships a separate `coalent` inspection CLI)",
          "value": "coalent-mcp",
          "type": "positional",
          "valueHint": "coalent-mcp"
        }
      ],
      "packageArguments": [
        {
          "description": "Directory of documents to serve in zero-config folder mode. Advanced deployments replace this with --cache-factory module:function to serve a user-constructed cache over their own vector DB / embedder / LLM (see the README).",
          "isRequired": true,
          "format": "filepath",
          "default": "./docs",
          "type": "named",
          "name": "--watch"
        }
      ],
      "environmentVariables": [
        {
          "description": "Required in folder (--watch) mode for semantic embeddings (text-embedding-3-small) and build synthesis (gpt-4o-mini); the server exits loudly without it rather than degrade. Factory (--cache-factory) mode brings its own models and needs no key.",
          "isRequired": true,
          "isSecret": true,
          "name": "OPENAI_API_KEY"
        },
        {
          "description": "Optional shared secret for --transport http: when set, every HTTP request must carry Authorization: Bearer <token>. Unused over stdio.",
          "isSecret": true,
          "name": "COALENT_MCP_TOKEN"
        }
      ]
    }
  ]
}