mcpbeat Sign in

Research Repo Doctor MCP Server

by tom409114 Your server? Claim it
local only

Research Repo Doctor runs on your own machine — the client starts it, so there is no endpoint to ping. 139 installs a week from pypi. Last commit 10 Jul 2026.

Deterministic Artifact Evaluation preflight and run-path grader for research repositories.

Installs per day peak 134 · avg 32 · -63% w/w
a month agotoday
139
Installs / week
pypi · rrdoctor
1
Stars
0 open issues
10 Jul 2026
Last commit
0 releases in 90 days
MIT
License
Python

What the code does

We read the source, 20 h ago · rules 3dff92dd89df

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.

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 rrdoctor -- uvx rrdoctor
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "rrdoctor": {
      "args": [
        "rrdoctor"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.rrdoctor]
command = "uvx"
args = ["rrdoctor"]
.cursor/mcp.json
{
  "mcpServers": {
    "rrdoctor": {
      "args": [
        "rrdoctor"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "rrdoctor": {
      "args": [
        "rrdoctor"
      ],
      "command": "uvx"
    }
  }
}

Alternatives to Research Repo Doctor

same job, measured the same way
I
Cejel
by barglabs

Offline deterministic engineering-trust certificates for repositories, with no telemetry.

local only
Nexus
by addozhang

Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts

74 installs/wk local only
MCP Repo Mapper
by lovranran

Deterministic repository structure mapping for onboarding agents.

64 installs/wk local only
Òtítọ́
by bashbop

Deterministic local repository context, impact analysis, and merge-readiness evidence for AI agents.

667 installs/wk local only
Tiger Skills
by timescale

Provider agnostic skills implementation, with skills sourced from local paths or GitHub repositories

97 installs/wk local only
Verdoc
by verdochello

Deterministic AGENTS.md and repo analysis for coding agents, paid per call in USDC over x402.

local only
Laserfiche MCP
by samuelshernandez

MCP server for self-hosted Laserfiche repositories — search and read documents from Claude.

117 installs/wk local only
Paperswithcode
by pipeworx-io

Papers With Code MCP — browse ML research papers and their code repositories

35 tools answering

Research Repo Doctor — questions

Answers built from our own checks of this server.

Why is there no uptime for Research Repo Doctor?
Research Repo Doctor 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 pypi package rrdoctor was installed 139 times last week.
How do I connect Research Repo Doctor?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls rrdoctor straight from pypi; nothing to host, nothing to sign up for.
How many people use Research Repo Doctor?
The pypi package rrdoctor was installed 139 times in the last week. Week over week that is -63%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Research Repo Doctor open source?
Yes — it is published under the MIT licence, written in Python and 1 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.