GraphPilot runs on your own machine — the client starts it, so there is no endpoint to ping. 31 installs a week from npm. Last commit 22 Jun 2026.
Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.
We read the source, 11 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
RUN apt-get update \ && apt-get install -y --no-install-recommends python3 make g++ ca-certificates \
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
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 mcp add graphpilot -- npx -y @graphpilot-oss/graphpilot
{
"mcpServers": {
"graphpilot": {
"args": [
"-y",
"@graphpilot-oss/graphpilot"
],
"command": "npx"
}
}
}
[mcp_servers.graphpilot]
command = "npx"
args = ["-y", "@graphpilot-oss/graphpilot"]
{
"mcpServers": {
"graphpilot": {
"args": [
"-y",
"@graphpilot-oss/graphpilot"
],
"command": "npx"
}
}
}
{
"mcpServers": {
"graphpilot": {
"args": [
"-y",
"@graphpilot-oss/graphpilot"
],
"command": "npx"
}
}
}
This one needs environment variables set before it will start:
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.).
The author declared them in the registry entry; get the values from the project itself.
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Answers built from our own checks of this server.