Research Repo Doctor runs on your own machine — the client starts it, so there is no endpoint to ping. 182 installs a week from pypi. Last commit 10 Jul 2026.
Deterministic Artifact Evaluation preflight and run-path grader for research repositories.
We read the source, 3 d ago · rules 995398eba69f
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.
proc = subprocess.run(
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 rrdoctor -- uvx rrdoctor
{
"mcpServers": {
"rrdoctor": {
"command": "uvx",
"args": [
"rrdoctor"
]
}
}
}
[mcp_servers.rrdoctor]
command = "uvx"
args = ["rrdoctor"]
{
"mcpServers": {
"rrdoctor": {
"command": "uvx",
"args": [
"rrdoctor"
]
}
}
}
{
"servers": {
"rrdoctor": {
"type": "stdio",
"command": "uvx",
"args": [
"rrdoctor"
]
}
}
}
Deterministic repository change-impact analysis for engineers and coding agents.
Offline deterministic engineering-trust certificates for repositories, with no telemetry.
Architecture diagrams, explanations and Mermaid source for public GitHub repositories.
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts
Deterministic repository structure mapping for onboarding agents.
Deterministic crowd simulation: personas, feeds and analyst reports for pricing and launch.
Deterministic local repository context, impact analysis, and merge-readiness evidence for AI agents.
A deterministic A-F grade for a repo without running it, plus a verify loop: plan, fix, diff.
Answers built from our own checks of this server.