Graphicle MCP Server

Indexes code, documents and agent-session context locally, then serves cited excerpts and code-graph tools over MCP.

Published by Graphicle-AIGraphicle-AI/graphicle

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Install

Pick your client, then copy the command.

Claude Code

Run in your terminal

claude mcp add graphicle -- graphicle mcp

Codex

~/.codex/config.toml

[mcp_servers.graphicle]
command = "graphicle"
args = ["mcp"]

Cursor

.cursor/mcp.json in a project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "graphicle": {
      "command": "graphicle",
      "args": [
        "mcp"
      ]
    }
  }
}

Setup

Run locally after reviewing the pinned instructions

(
set -e
git clone https://github.com/Graphicle-AI/graphicle.git
cd graphicle && git checkout 160fb9245d0aac3f3de3ba9453934162af009d29
# Inspect docs/install.md and install the matching Graphicle build.
# Homebrew is documented: brew install graphicle-ai/tap/graphicle
# Then in the project: graphicle sync .
# Connect one client: graphicle connect claude-code (or graphicle connect codex)
)

Claude Desktop

claude_desktop_config.json

{
  "mcpServers": {
    "graphicle": {
      "command": "graphicle",
      "args": [
        "mcp"
      ]
    }
  }
}

Git

Check out the pinned revision

git clone 'https://github.com/Graphicle-AI/graphicle.git'
cd graphicle && git checkout 160fb9245d0aac3f3de3ba9453934162af009d29

Any agent

Paste into your agent chat

Read the source at https://github.com/Graphicle-AI/graphicle/blob/160fb9245d0aac3f3de3ba9453934162af009d29/README.md (pinned revision 160fb9245d0a). Explain what it does and which tools, credentials and network access it needs. Do not install or run anything until I confirm.

All client instructions (works without JavaScript)

Claude Code

Run in your terminal

claude mcp add graphicle -- graphicle mcp

Codex

~/.codex/config.toml

[mcp_servers.graphicle]
command = "graphicle"
args = ["mcp"]

Cursor

.cursor/mcp.json in a project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "graphicle": {
      "command": "graphicle",
      "args": [
        "mcp"
      ]
    }
  }
}

Setup

Run locally after reviewing the pinned instructions

(
set -e
git clone https://github.com/Graphicle-AI/graphicle.git
cd graphicle && git checkout 160fb9245d0aac3f3de3ba9453934162af009d29
# Inspect docs/install.md and install the matching Graphicle build.
# Homebrew is documented: brew install graphicle-ai/tap/graphicle
# Then in the project: graphicle sync .
# Connect one client: graphicle connect claude-code (or graphicle connect codex)
)

Claude Desktop

claude_desktop_config.json

{
  "mcpServers": {
    "graphicle": {
      "command": "graphicle",
      "args": [
        "mcp"
      ]
    }
  }
}

Git

Check out the pinned revision

git clone 'https://github.com/Graphicle-AI/graphicle.git'
cd graphicle && git checkout 160fb9245d0aac3f3de3ba9453934162af009d29

Any agent

Paste into your agent chat

Read the source at https://github.com/Graphicle-AI/graphicle/blob/160fb9245d0aac3f3de3ba9453934162af009d29/README.md (pinned revision 160fb9245d0a). Explain what it does and which tools, credentials and network access it needs. Do not install or run anything until I confirm.

Listed ≠ audited. Snippets follow the pinned source docs; review the source and any scripts before running them. Nothing is installed from this page.

Source record

Repository: Graphicle-AI/graphicle
Source file: README.md
Pinned revision: 160fb92
Upstream commit: 18 Oct 2026
Last checked: 19 Oct 2026
Stars at check: 295 (2026-10-19)
Repository created: 2026-10-14
Default branch: main
License: Apache-2.0
Cited in guides: 2

No review scores. No automatic installs. Not affiliated with the publisher.

What you are opening

Graphicle combines a repository graph and project memory in a Rust program. Its source documents Claude Code and Codex connection flows. The MCP tools themselves do not call a model.

How to set it up

Read docs/install.md in the pinned checkout and install the matching Graphicle release (Homebrew is documented).
In the intended project, run graphicle sync .; review capture and hook options before graphicle setup.
Connect the chosen client using graphicle connect claude-code or graphicle connect codex, then test a code lookup.

Requirements and third-party terms

MacOS/Linux; Windows builds are experimental and unsigned. graphicle setup can capture sessions, install Git/client hooks and edit AGENTS.md and client settings, with backups and disconnect support. A daily update check is documented. Optional answer models use Anthropic, OpenAI or Ollama; provider terms apply. Apache-2.0 with upstream notices.

Before you add it

Read the instructions and review any scripts before running them.
Check tool access, required credentials and third-party network requests.
The source license and any resource-specific terms take precedence.

What you are opening

How to set it up

Requirements and third-party terms

Before you add it

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