GraphPilot
Rank #25,577io.github.graphpilot-oss/graphpilot
Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.
What you can do with GraphPilot
GraphPilot is a Model Context Protocol (MCP) server published by graphpilot-oss. It ranks #25,577 of 150,963 active servers on MCP Toplist, and its repository has 17 GitHub stars. GraphPilot is listed across 4 registries — Official MCP, mcp.so, Glama and PulseMCP, with 1 tracked version. It was first listed on Jun 5, 2026 and most recently updated on Jun 5, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What GraphPilot can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using GraphPilot
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
- GRAPHPILOT_ROOT · optional
Connect GraphPilot and confirm it works
claude mcp add graphpilot -e "GRAPHPILOT_ROOT=<your GRAPHPILOT_ROOT>" -- npx -y @graphpilot-oss/graphpilot mcpReplace each placeholder with your own value before saving.
[mcp_servers.graphpilot]
command = "npx"
args = ["-y", "@graphpilot-oss/graphpilot", "mcp"]
[mcp_servers.graphpilot.env]
GRAPHPILOT_ROOT = "<your GRAPHPILOT_ROOT>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"graphpilot": {
"command": "npx",
"args": [
"-y",
"@graphpilot-oss/graphpilot",
"mcp"
],
"env": {
"GRAPHPILOT_ROOT": "<your GRAPHPILOT_ROOT>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"graphpilot": {
"command": "npx",
"args": [
"-y",
"@graphpilot-oss/graphpilot",
"mcp"
],
"env": {
"GRAPHPILOT_ROOT": "<your GRAPHPILOT_ROOT>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"graphpilot": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@graphpilot-oss/graphpilot",
"mcp"
],
"env": {
"GRAPHPILOT_ROOT": "<your GRAPHPILOT_ROOT>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"graphpilot": {
"command": "npx",
"args": [
"-y",
"@graphpilot-oss/graphpilot",
"mcp"
],
"env": {
"GRAPHPILOT_ROOT": "<your GRAPHPILOT_ROOT>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"graphpilot": {
"command": "npx",
"args": [
"-y",
"@graphpilot-oss/graphpilot",
"mcp"
],
"env": {
"GRAPHPILOT_ROOT": "<your GRAPHPILOT_ROOT>"
}
}
}
}Replace each placeholder with your own value before saving.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Jun 5, 2026
- Latest version published
- Jun 5, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 22, 2026
- mcp.so ↗listed since Jun 6, 2026 · still listed
- Glama ↗listed since Jun 8, 2026 · still listed
- PulseMCP ↗listed since Jun 9, 2026 · still listed
- Official MCP ↗listed since Jul 24, 2026 · still listed
Do you maintain GraphPilot? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| 1.0.1 | Jun 5, 2026 |
Ranks ahead of 125,386 of 150,963 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.graphpilot-oss%2Fgraphpilot)<a href="https://mcptoplist.com/server/io.github.graphpilot-oss%2Fgraphpilot"><img src="https://mcptoplist.com/badge/io.github.graphpilot-oss%2Fgraphpilot.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains GraphPilot?
- GraphPilot is maintained by graphpilot-oss, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is GraphPilot listed on the Official MCP Registry?
- Yes — GraphPilot is listed on the Official MCP Registry, alongside mcp.so, Glama and PulseMCP.
- How many versions does GraphPilot have?
- MCP Toplist tracks 1 version of GraphPilot, most recently published on Jun 5, 2026.
- Where can I find the source code for GraphPilot?
- The source code for GraphPilot is hosted at github.com/graphpilot-oss/graphpilot.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.