io.github.Noshadi-sec/irp
IRP
Is the IRP MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-04.
Turn a research paper into working code and prove, claim by claim, how close it gets.
alive probed 2026-11-14 · unchanged since 2026-11-04
17tools
10ktokens in Claude Opus 5.5
5.0 %of Claude's 200k window
4.0×the median server
2.2 sto initialize
11 msto list tools
- Run it
- uvx irp-agents@0.6.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- irp 0.6.0
- Capabilities
- prompts, resources, tools
- Instructions
- 822 characters
- Of a 1M window
- 1.0 % of a 1M context window
- Count
- 10k tokens in Claude Opus 5.5, exact, measured 2026-11-04. With the Claude Code prefix mcp__…__ on each tool name: 10k. The o200k_base estimate is 5.9k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/Noshadi-sec/irp
- Website
- https://github.com/Noshadi-sec/irp
- Registry
- active, updated 2026-10-21 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.72×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| add_claim | 1 479 | 862 | 15 % |
| run | 978 | 570 | 10 % |
| run_remote | 938 | 547 | 9 % |
| extract_metrics | 897 | 523 | 9 % |
| compare | 861 | 502 | 9 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- The Real Cost io.github.NoBanks/therealcost-mcp · alive
- InsAIts - AI Communication Security Monitor io.github.Nomadu27/insaits · crashed on start
- Codebase Brain io.github.Nomannazir/codebase-brain-mcp · alive
- Veilleur io.github.NoPaperSpray/veilleur · crashed on start
- io.github.NtrpyDev/proton-workflow-connector · needs network
- Machina io.github.NyTerry/machina-mcp · alive
- io.github.NyxToolsDev/calendly-mcp-server · crashed on start
- io.github.NyxToolsDev/claude-memory-manager · crashed on start
Servers that mention research or working.
- Projectory ae.projectory/mcp · alive
- Adrio ai.adrio/adrio · needs auth
- ai.avasis/quant-research · needs auth
- Boolsai Signals ai.boolsai/signals · no DNS
- Compelling ai.compelling/mcp · needs auth
- Cookiy ai.cookiy/cookiy · needs auth
- Conveo ai.conveo/conveo · needs auth
- Distilla ai.distilla/mcp · needs auth
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.