io.github.Noshadi-sec/irp is an MCP server that turn a research paper into working code and prove, claim by claim, how close it gets. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 60/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"io-github-noshadi-sec-irp": {
"args": [
"irp-agents"
],
"command": "uvx"
}
}
}Are you the author?
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Turn a research paper into working code and prove, claim by claim, how close it gets.
This server supports HTTP transport. Be the first to test it - help the community know if it works.
Five weighted categories - click any category to see the underlying evidence.
No known CVEs.
Checked irp-agents against OSV.dev.
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Give it a paper. Get back working code and a report you can check without trusting the agent.
Quick start · How IRP works · The report · What you can reproduce · FAQ · Documentation
uvx irp-agents setup
[!IMPORTANT] Get IRP from Noshadi-sec/irp or the irp-agents package on PyPI. Follow the installation and release links from these official sources. A similar repository name or copied README does not establish that a download is official.
Found a paper with no code, or code you cannot trust? Ask your agent to build it with IRP. The agent reads the paper, records every number it claims, writes the implementation, runs it and compares the results. IRP does the fetching, running and record keeping, and refuses the shortcuts: a number typed by hand never counts, a shortened run never counts, and the report is written only from the evidence log.
IRP connects your agent (Claude Code, Codex or Cursor) to tools for paper intake, environments, runs, measurements and verdicts. You can use the same tools from your terminal. Everything runs locally; IRP never calls a model, and data goes only where you send it.
With uv installed, run:
uvx irp-agents setup
Choose your agents, review the proposed changes, and approve them. Setup adds IRP's MCP server and its workflow skill, with backups of existing configuration. Restart your agent afterward.
Setup supports Claude Code, Codex and Cursor. Other MCP clients can use manual registration.
Build arXiv 2501.12345 and check Table 2.
You get back a working code folder plus a report: every claim, the paper's number, your number, and a verdict.
Every tool is also a command. Fetch a paper into a new study and read its outline:
irp fetch 2501.12345 --study ~/studies/example
irp section index --study ~/studies/example
To install the irp command for regular use:
uv tool install irp-agents
irp --help
See the CLI guide for the full workflow from the terminal.
irp doctor
Doctor checks Python, uv, git, Docker, GPUs, disk space and your agents' registrations, and changes nothing.
IRP changes quickly. For an installed command:
irp update
With uvx, refresh your agent setup with `uvx irp-agents@latest setup