Developer Tools stdio

Graft

Name: Graft
Author: trailhq

Created by trailhq

Enhance coding agents like Claude Code, Cursor, and Gemini with faster, cheaper, and codebase-specific contextual understanding.

How to Connect & Install

Select your client or environment below to copy the verified, ready-to-run installation configuration.

1-line autonomous agent setup instruction. Paste into Claude Code, Codex CLI, or Cursor Agent:

Fetch and configure Model Context Protocol (MCP) server Graft from https://www.fastmcp.dev/server/graft

Agents automatically discover, install, and execute the server spec without manual token setup.

Connect via direct Stateless MCP v2 / Streamable HTTP endpoint or JSON-RPC:

https://github.com/trailhq/graft

Stateless edge endpoint compliant with MCP 2024-11-05 and v2 draft protocol specs.

Includes server instructions and tool definitions for Claude:

claude mcp add graft -- npx -y graft

Run in terminal to register server in current project or pass --scope user for global availability.

Configures server instructions and tools for OpenAI Codex & ChatGPT Desktop:

[mcp_servers.graft_2]
command = "npx"
args = ["-y","graft"]

Applies to ChatGPT Desktop app, Codex CLI, and IDE extension across your Codex host.

Add to Cursor project settings (.cursor/mcp.json) or Cursor Settings > Features > MCP:

{
  "mcpServers": {
    "graft": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "graft"
      ]
    }
  }
}

Commit to version control to allow teammates to connect immediately.

Install as an autonomous Agent Skill using the standard skills CLI:

npx skills add https://github.com/trailhq/graft

Standard agent skill installer compatible with Claude Code, Cursor, and agy harnesses.

Server Guidance & Instructions OpenAI & Claude Spec Compliant

Graft: Enhance coding agents like Claude Code, Cursor, and Gemini with faster, cheaper, and codebase-specific contextual understanding. Key capabilities: Generates human-readable, linked knowledge graphs for codebases.; Provides automated, context-aware information to coding agents (Claude, Cursor, Gemini).; Supports 22 programming languages with varying levels of fidelity and optional LSP integration..

Codex and Claude read this instruction prompt during initialization to orchestrate cross-tool workflows and rate limits.

Top Core Functions

01 Generate linked codebase knowledge graphs

02 Provide context aware code information

03 Index projects using command line tools