LLMScribe runs on your own machine — the client starts it, so there is no endpoint to ping. 477 installs a week from pypi. Last commit 13 Oct 2026.
Deterministic repo map, search and file reader for AI agents.
We read the source, 1 d ago · rules ccca72095570
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.
subprocess.run(cmd, cwd=ROOT_DIR, check=True)
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 llmscribe -- uvx llmscribe
{
"mcpServers": {
"llmscribe": {
"args": [
"llmscribe"
],
"command": "uvx"
}
}
}
[mcp_servers.llmscribe]
command = "uvx"
args = ["llmscribe"]
{
"mcpServers": {
"llmscribe": {
"args": [
"llmscribe"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"llmscribe": {
"args": [
"llmscribe"
],
"command": "uvx"
}
}
}
Deterministic, read-only audits of repo readiness for AI coding agents and of agent context files.
Deterministic repository structure mapping for onboarding agents.
Deterministic code map for AI coding agents: a tree-sitter call graph with exact file:line over MCP.
Deterministic local repository context, impact analysis, and merge-readiness evidence for AI agents.
Deterministic release gate for AI-written code and coding agents.
Deterministic code maps for AI agents: 7 tree-sitter tools for TS/JS/Py — map, find, function_body
Fast local and federated OSS code search and repo discovery for AI agents
Deterministic AGENTS.md and repo analysis for coding agents, paid per call in USDC over x402.
Answers built from our own checks of this server.