GraphPilot MCP Server

by graphpilot-oss Your server? Claim it

local only

GraphPilot runs on your own machine — the client starts it, so there is no endpoint to ping. 55 installs a week from npm. Last commit 22 Jun 2026.

Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

Installs per day peak 17 · avg 5 · +10% w/w

a month agotoday

Installs / week

npm · @graphpilot-oss/graphpilot

Stars

17 open issues

22 Jun 2026

Last commit

no releases in 90 days

Apache-2.0

License

TypeScript

Nothing serious here today

Today is the operative word: we check GraphPilot every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add graphpilot -- npx -y @graphpilot-oss/graphpilot

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "graphpilot": {
      "command": "npx",
      "args": [
        "-y",
        "@graphpilot-oss/graphpilot"
      ]
    }
  }
}

~/.codex/config.toml

[mcp_servers.graphpilot]
command = "npx"
args = ["-y", "@graphpilot-oss/graphpilot"]

.cursor/mcp.json

{
  "mcpServers": {
    "graphpilot": {
      "command": "npx",
      "args": [
        "-y",
        "@graphpilot-oss/graphpilot"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "graphpilot": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@graphpilot-oss/graphpilot"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: GRAPHPILOT_ROOT (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).

Alternatives to GraphPilot

same job, measured the same way

codeindex

by munhq

Structural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.

406 installs/wk local only

CGraph

by nxtsoft

Code graph for coding agents: symbol search, callers, blast radius and cross-service impact.

63 installs/wk local only

Seshat MCP

by papyruslabs

Structural code intelligence for AI agents: real call graphs, blast radius, and change history.

53 installs/wk local only

Symvanta

by symvanta

Hosted code graph over MCP: exact callers, dependencies, and cross-repo blast radius for AI agents.

27 tools answering

Symvanta

by symvanta

Hosted code graph over MCP: exact callers, dependencies, and cross-repo blast radius for AI agents.

27 tools answering

gograph

by ozgurcd

Local Go repository call graphs and structural analysis for coding agents over stdio.

local only

Koragraph

by koragraph

Local multi-repo code graph over MCP. Blast radius, call graphs, and memory anchored to code.

106 installs/wk local only

Sense

by luuuc

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

local only

GraphPilot — questions

Answers built from our own checks of this server.

Why is there no uptime for GraphPilot?

GraphPilot runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package @graphpilot-oss/graphpilot was installed 55 times last week.

How do I connect GraphPilot?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls @graphpilot-oss/graphpilot straight from npm; nothing to host, nothing to sign up for.

How many people use GraphPilot?

The npm package @graphpilot-oss/graphpilot was installed 55 times in the last week. Week over week that is +10%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is GraphPilot open source?

Yes — it is published under the Apache-2.0 licence, written in TypeScript, 17 stars on GitHub and 17 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.