io.github.brycewang-stanford/statspai
StatsPAI
Is the StatsPAI MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-13.
Econometrics and causal inference (DiD, IV, RD, synthetic control, DML) with Stata/R parity grades
alive probed 2026-11-14 · unchanged since 2026-11-13
- Run it
- uvx statspai@1.43.1 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- statspai 1.43.1
- Capabilities
- completions, prompts, resources, tools
- Instructions
- 2 744 characters
- Of a 1M window
- 3.1 % of a 1M context window
- Count
- 31k tokens in Claude Opus 5.5, exact, measured 2026-11-13. With the Claude Code prefix mcp__…__ on each tool name: 31k. The o200k_base estimate is 18k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/brycewang-stanford/StatsPAI
- Website
- https://brycewang-stanford.github.io/StatsPAI/
- Registry
- active, updated 2026-11-13 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.74×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| dml | 1 090 | 626 | 4 % |
| synth | 1 045 | 600 | 3 % |
| did | 1 036 | 595 | 3 % |
| cross_validate | 1 019 | 585 | 3 % |
| transform_data | 991 | 569 | 3 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- hypokrates io.github.bruno-portfolio/hypokrates · crashed on start
- io.github.brunosrz/vectora · install failed
- io.github.brunovicco/openfinance-br-mcp · crashed on start
- CougarMap io.github.bryantclark/cougarmap · not found
- Koschei io.github.bugsbuny243/koschei · alive
- io.github.bunnyf/kicad-mcp-server · alive
- io.github.burningion/video-editing-mcp · not found
- Afterpaths io.github.burnssa/afterpaths · needs args
Servers that mention econometrics or inference.
- inference.sh ac.inference.sh/mcp · needs auth
- Mekler AI ai.mekler/agent-discovery · alive
- Zhijiangyun Cloud (智匠云) cloud.artibot/zhijiangyun · needs auth
- com.ai-rook.agents/trading-mcp · alive
- com.cheapestinference/mcp · alive
- ComputeSage StackBench com.computesage/stackbench · alive
- JSON to Types com.gumballtools/json-to-types · alive
- Roboflow (Official) com.roboflow/roboflow-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
- This server is in the heaviest 10 % of the registry. Shorter descriptions, fewer optional parameters and fewer tools cut the cost. The command npx mcpcost --url <endpoint> --tools 50 lists every tool with its cost.