mcpbeat Sign in

Llmgraph MCP Server

by brainfoods-studio Your server? Claim it
local only

Llmgraph runs on your own machine — the client starts it, so there is no endpoint to ping. 946 installs a week from npm. Last commit 31 Oct 2026.

Who calls this, what breaks, which callers an edit missed: labelled answers. Windows, Python, TS/JS.

Installs per day peak 376 · avg 38 · +193% w/w
a month agotoday
946
Installs / week
npm · llmgraph-mcp
2
Stars
0 open issues
31 Oct 2026
Last commit
from GitHub
custom licence
License
JavaScript

What the code does

We read the source, 1 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

File ships in the package but is absent from the source [пакет] bin/llmgraph.js:1
этот файл ставится пользователю, но в репозитории его нет
Runs an external command [пакет] bin/llmgraph.js:73
var child = childProcess.spawn(exe, args, {
Builds a file path from a variable [пакет] bin/llmgraph.js:62
var exe = path.join(pkgDir, "engine", entry.exe);

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add llmgraph -- npx -y llmgraph-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "llmgraph": {
      "command": "npx",
      "args": [
        "-y",
        "llmgraph-mcp"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.llmgraph]
command = "npx"
args = ["-y", "llmgraph-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "llmgraph": {
      "command": "npx",
      "args": [
        "-y",
        "llmgraph-mcp"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "llmgraph": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "llmgraph-mcp"
      ]
    }
  }
}

Alternatives to Llmgraph

same job, measured the same way
Sonde
by anishmoncivarghese

Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.

111 installs/wk local only
Eclipse Trust MCP
by cyan-eclipse-technologies-llc

Is this bench result real? Who issued it, at what scope, anchored where? One call answers.

5 tools answering
DepTime
by cschmertz

What changed in a Python library, in which release, and what replaces it. Answered locally.

1 473 installs/wk local only
Rls Doctor
by subhajitlucky

Read-only Postgres/Supabase RLS audit with a rolled-back probe that proves who can read which rows.

79 installs/wk local only
Translatize
by translatize

Read, search, edit and branch Translatize translation labels and fill missing translations.

275 installs/wk local only
Anime Filler MCP
by mrfentmen

Use this MCP server to tells you which anime episodes are filler vs canon. Powered by...

130 installs/wk local only
Big Receptionist Agent
by agints

Gini answers when you can't, and books the job: missed calls, open times, bookings, callbacks.

answering
Longwatch
by coinop

You are ephemeral; this remembers. Persist watch_id+key; poll later for what you missed.

18 tools answering

Llmgraph — questions

Answers built from our own checks of this server.

Why is there no uptime for Llmgraph?
Llmgraph runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package llmgraph-mcp was installed 946 times last week.
How do I connect Llmgraph?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls llmgraph-mcp straight from npm; nothing to host, nothing to sign up for.
How many people use Llmgraph?
The npm package llmgraph-mcp was installed 946 times in the last week. Week over week that is +193%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Llmgraph open source?
No, and the distinction matters: it ships its own licence file rather than a standard open-source licence. That makes it source-available — you can read the code, but the terms are the author's own, not one of the recognised open-source licences. Read them before you build on it.