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Coalent MCP

Coalent MCP provides live, attributed context for AI agents by caching dense, atomic claims derived from user sources. It ensures data freshness through surgical invalidation when sources change, reducing token usage compared to traditional RAG while maintaining provenance.

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Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Coalent MCP logo, by Vectorlink-LabsCommunity listingLocal stdioSource reviewed; not executedPublished by Vectorlink-Labs
Vendor documentation

What you can do with it

  • Serve fresh, attributed facts to AI agents
  • Cache understanding to reduce repeated retrieval
  • Invalidate cached claims when source documents change

Source and maintenance

Community listingRegistry 0.7.0
mcp-registry: io.github.nisarg-pujara-vectorlink/coalent@0.7.0Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

coalent 0.7.0

pypiuvx
coalent package definition
{
  "version": "0.7.0",
  "transport": "stdio",
  "identifier": "coalent",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "name": "--watch",
      "type": "named",
      "format": "filepath",
      "default": "./docs",
      "isRequired": true,
      "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)."
    }
  ],
  "runtimeArguments": [
    {
      "name": "--with",
      "type": "named",
      "value": "coalent[mcp,openai]",
      "isRequired": true,
      "description": "Install the MCP SDK and OpenAI extras alongside the core package"
    },
    {
      "type": "positional",
      "value": "coalent-mcp",
      "valueHint": "coalent-mcp",
      "description": "The MCP server entry point (the coalent package also ships a separate `coalent` inspection CLI)"
    }
  ],
  "environmentVariables": [
    {
      "name": "OPENAI_API_KEY",
      "isRequired": true,
      "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."
    },
    {
      "name": "COALENT_MCP_TOKEN",
      "description": "Optional shared secret for --transport http: when set, every HTTP request must carry Authorization: Bearer <token>. Unused over stdio."
    }
  ]
}

Tools

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No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "coalent-mcp": {
      "command": "uvx",
      "args": [
        "coalent==0.7.0"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "COALENT_MCP_TOKEN": "<YOUR_COALENT_MCP_TOKEN>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "coalent-mcp": {
      "command": "uvx",
      "args": [
        "coalent==0.7.0"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "COALENT_MCP_TOKEN": "<YOUR_COALENT_MCP_TOKEN>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "coalent-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "coalent==0.7.0"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "COALENT_MCP_TOKEN": "<YOUR_COALENT_MCP_TOKEN>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "coalent-mcp": {
      "command": "uvx",
      "args": [
        "coalent==0.7.0"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "COALENT_MCP_TOKEN": "<YOUR_COALENT_MCP_TOKEN>"
      }
    }
  }
}

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