GraphPilot MCP

GraphPilot provides structural memory for coding agents by indexing a repository into a graph of symbols, callers, and call-edges. It exposes this data via an MCP server, allowing agents to query code structure efficiently, reducing token usage and hallucinations compared to standard file reading or grep-based approaches.

Package and access

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

Community listingLocal stdioSource reviewed; not executedPublished by graphpilot-oss

Vendor documentation

What you can do with it

Query symbols, callers, and callees in a codebase
Analyze blast radius for refactoring changes
Reduce token costs and hallucinations in coding agents

Source and maintenance

Community listingRegistry 1.0.1

mcp-registry: io.github.graphpilot-oss/graphpilot@1.0.1 Source repository Project website

Maintenance checked: Oct 31, 2026, 10:59 PM UTC

Packages and installation

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

@graphpilot-oss/graphpilot 1.0.1

npm

@graphpilot-oss/graphpilot package definition

{
  "version": "1.0.1",
  "transport": "stdio",
  "identifier": "@graphpilot-oss/graphpilot",
  "registryType": "npm",
  "registryBaseUrl": "https://registry.npmjs.org",
  "packageArguments": [
    {
      "type": "positional",
      "value": "mcp",
      "valueHint": "subcommand"
    }
  ],
  "environmentVariables": [
    {
      "name": "GRAPHPILOT_ROOT",
      "description": "Absolute path to the repository GraphPilot should index and serve. Optional — falls back to the MCP client's workspace root or a parent-directory walk."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

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

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "graphpilot-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@graphpilot-oss/graphpilot@1.0.1",
        "mcp"
      ],
      "env": {
        "GRAPHPILOT_ROOT": "<YOUR_GRAPHPILOT_ROOT>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "graphpilot-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@graphpilot-oss/graphpilot@1.0.1",
        "mcp"
      ],
      "env": {
        "GRAPHPILOT_ROOT": "<YOUR_GRAPHPILOT_ROOT>"
      }
    }
  }
}

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": {
    "graphpilot-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@graphpilot-oss/graphpilot@1.0.1",
        "mcp"
      ],
      "env": {
        "GRAPHPILOT_ROOT": "<YOUR_GRAPHPILOT_ROOT>"
      }
    }
  }
}

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": {
    "graphpilot-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@graphpilot-oss/graphpilot@1.0.1",
        "mcp"
      ],
      "env": {
        "GRAPHPILOT_ROOT": "<YOUR_GRAPHPILOT_ROOT>"
      }
    }
  }
}

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