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 Registry github-graphql

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Cite this page

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