MCP Servers
graphpilot-oss/graphpilot
Structural memory for coding agents — index your repo once, query symbols, callers, and call-edges over MCP.
Our verdict
We have not reviewed graphpilot-oss/graphpilot yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About graphpilot-oss/graphpilot
An open-source tool that indexes a repository once and exposes structural code information (symbols, callers, call edges) via the Model Context Protocol (MCP). Implemented in TypeScript, it acts as a semantic cache for coding agents to query code relationships without re-parsing.
Best for
Developers prototyping or building MCP-based coding agents that need structural code context.
Use cases
- Equip coding agents with a lightweight repo-wide symbol index
- Query call edges to trace function usage across a codebase
- Retrieve caller and callee lists for refactoring or dependency analysis
Notes
10 stars on GitHub. Last updated 2026-06-10. Licensed Apache-2.0.
Pros
- Single-index design reduces repeated parsing overhead for agents
- Uses standard MCP, making it integrable with MCP-compatible agents
- Minimal dependency footprint (pure TypeScript)
Cons
- Very early stage with only 10 GitHub stars and limited community validation
- No evidence of support for languages beyond the tool's own implementation language (TypeScript)
- Requires manual indexing step before queries are possible
Key facts
What we have checked
Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.
How to use
How to set it up
As the listing publishes it. We have not run this install.
Install
npm install -g @graphpilot-oss/graphpilotClients the listing names (not checked here)
Claude Code, Cursor, Windsurf, Cline, Continue, VS Code, ChatGPT
Example client config
{
"mcpServers": {
"graphpilot": {
"command": "graphpilot",
"args": [
"mcp"
]
}
}
}Install
Add graphpilot-oss/graphpilot to your client
Our lab has not run this server yet. "Config checked" on a client means the recipe matches that client's documented config format; it does not mean we ran it.
Claude Code
Config checkedRun in your terminal (runs on your computer)
claude mcp add --transport stdio graphpilot-oss-graphpilot -- npx -y @graphpilot-oss/graphpilot@1.0.1 mcpClaude Desktop
Config checkedAdd to claude_desktop_config.json (runs on your computer)
{
"mcpServers": {
"graphpilot-oss-graphpilot": {
"command": "npx",
"args": [
"-y",
"@graphpilot-oss/graphpilot@1.0.1",
"mcp"
]
}
}
}Cursor
Config checkedAdd to .cursor/mcp.json (runs on your computer)
{
"mcpServers": {
"graphpilot-oss-graphpilot": {
"command": "npx",
"args": [
"-y",
"@graphpilot-oss/graphpilot@1.0.1",
"mcp"
]
}
}
}VS Code
Config checkedAdd to .vscode/mcp.json (runs on your computer)
{
"servers": {
"graphpilot-oss-graphpilot": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@graphpilot-oss/graphpilot@1.0.1",
"mcp"
]
}
}
}Codex
Config checkedAdd to ~/.codex/config.toml (runs on your computer)
[mcp_servers.graphpilot-oss-graphpilot]
command = "npx"
args = ["-y", "@graphpilot-oss/graphpilot@1.0.1", "mcp"]- ChatGPT: ChatGPT connects only to remote servers that need no API key.
Recipes come from the server's entry in the official MCP registry. Check the package name before you run it, and keep keys out of shared files.
Works with
What graphpilot-oss/graphpilot connects to
5 clients, each with how we know and when we checked.
| Works with | Type | How we know | Checked |
|---|---|---|---|
| Claude Code | Client | Install recipe matches the client's documented formatRuns locally, version 1.0.1Config checked | Claude Code docs |
| Claude Desktop | Client | Install recipe matches the client's documented formatRuns locally, version 1.0.1Config checked | Claude Desktop docs |
| Cursor | Client | Install recipe matches the client's documented formatRuns locally, version 1.0.1Config checked | Cursor docs |
| VS Code | Client | Install recipe matches the client's documented formatRuns locally, version 1.0.1Config checked | VS Code docs |
| Codex | Client | Install recipe matches the client's documented formatRuns locally, version 1.0.1Config checked | Codex docs |
Alternatives
Alternatives to graphpilot-oss/graphpilot
| Record | Type | How we know | Checked |
|---|---|---|---|
| oraios/serenaThis is an alternative to it | MCP server | Named in the listing | Not dated |
| repowise-dev/repowiseThis is an alternative to it | MCP server | Named in the listing | Not dated |
Compare
Compare graphpilot-oss/graphpilot side by side
Sources
Where this comes from
No sources recorded yet. Each source we check is listed here with the date we checked it.
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
oraios/serena
Various
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
repowise-dev/repowise
Various
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
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