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GraphPilot

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

Connector by graphpilot-oss · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 17
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/graphpilot-oss-graphpilot

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
5 read · 0 write · 0 delete · 1 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 6

Read from the source code; the running server may list different tools.

Read 5 · Look things up without changing anything.

  • gp_callers
  • gp_impact
  • gp_recall
  • list_directory
  • read_file

Not yet classified 1 · We could not tell from the name and description.

  • gp_index

Secrets and settings it asks for

Other settings (environment variables or headers).

  • GRAPHPILOT_ROOT

Files it touches

  • Any path the agent passes to its tools

Tools (6)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • gp_callers

    Find all functions/methods that call a given symbol. Returns caller names and locations.

  • gp_impact

    Compute blast radius — all symbols affected if the given symbol changes. Returns callers at each depth.

  • gp_index

    Re-index the repo after batch edits so subsequent gp_* calls see your changes. Call after any non-trivial edit session. Do NOT call before every query — indexing is slow; only needed when source files changed.

  • gp_recall

    Search for symbols (functions, classes, variables) by name in the GraphPilot index. Fast — no file reads needed.

  • list_directory

    List files and directories inside a path in the fastify repo.

  • read_file

    Read the contents of a source file in the fastify repo.

Signals

Stars
17
Forks
2
Open issues
17
Weekly downloads
9
Last commit
Jun 22, 2026 (4 months ago)
Last release
Jun 5, 2026 (4 months ago)
Last package publish
Jun 5, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.graphpilot-oss/graphpilot
Version
1.0.1
Auth
No auth
Packages
npm @graphpilot-oss/graphpilot
License
Apache-2.0
Repository
github.com/graphpilot-oss/graphpilot
Website
github.com/graphpilot-oss/graphpilot#readme
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

GraphPilot MCP server. Agent Mart. https://agentmart.dev/connectors/graphpilot-oss-graphpilot (last updated 2026-10-24)