Understanding Graph runs on your own machine — the client starts it, so there is no endpoint to ping. 107 installs a week from npm. Last commit 25 Aug 2026.
Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.
We read the source, 19 h ago · rules 3dff92dd89df
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.
execSync(`pdflatex -interaction=nonstopmode "${basename}.tex"`, options);
const outputPath = path.join(this.outputDir, filename);
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
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.
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.
claude mcp add understanding-graph -- npx -y understanding-graph
{
"mcpServers": {
"understanding-graph": {
"args": [
"-y",
"understanding-graph"
],
"command": "npx"
}
}
}
[mcp_servers.understanding-graph]
command = "npx"
args = ["-y", "understanding-graph"]
{
"mcpServers": {
"understanding-graph": {
"args": [
"-y",
"understanding-graph"
],
"command": "npx"
}
}
}
{
"mcpServers": {
"understanding-graph": {
"args": [
"-y",
"understanding-graph"
],
"command": "npx"
}
}
}
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
Persistent, evidence-backed code graph for coding agents.
Provable, declarative multi-agent workflows for Claude Code (typed .slang, non-LLM executor).
MCP that provides fast, token-efficient tools for navigating, searching, and understanding codebases
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
A graph-native code repository for people and AI agents.
Local-first MCP server for Claude/Codex project wiki and graph workflows
Persistent codebase intelligence that gives AI assistants memory across sessions
Answers built from our own checks of this server.