bots.st/cem
CEM
Answer questions using CEM research and calculators
3440 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 14
How to reach it
- MCP, HTTP
https://mcp.cemresearchproject.org/mcp
What it can do
| Tool | What it says it does |
|---|---|
ask_cem | A longer written answer from CEM's research, with the passages it drew on and their pages. Use it only after cem_answer, and only when the person asks to go deeper or wants more than the definition and documents give: for what a term means, cem_answer is the answer, free and instant. At most 100… |
ask_op01 | OP-01's view: the operator in CEM's research, the one person whose every commit, session and dollar the research measures. By default, free and instant: OP-01's published positions that bear on the question, each with when it applies, and the closest published research; write the answer from them… |
calculator_get | One calculator: what it measures (cem-ui registry/tools.json), its inputs with their defaults, and its formula as the calculator's own code computes it (templates/tool-calcs/{slug}.blade.php: the recalc function, the helpers it calls and its constants), and the citation it gives. |
calculators_list | The 21 CEM calculators, the same on every site (cem-ui registry/tools.json), with what each measures, and its page and formula code from CRP's search index when CRP is up. |
cem_answer | Use for any question about CEM (the Compounding Execution Method) or a term it defines, such as the Drift Tax, the Pendulum, the Governor, Sweeps, Cycles or operator levels, and for questions about building or operating with AI that CEM's research covers. Returns CEM's own definition with its code… |
cem_score | Score answers to the CEM Score self-assessment (24 questions, 12 dimensions) by the calculator's own rules (cem-ui templates/tool-calcs/cem-score.blade.php: getDimGrade, updateScores). Without answers, the 24 questions with each answer's score. Answers are keyed by question (d1q1 … d12q2), each… |
research_get | One public CEM document by its code (DOI-07, PB-011, …): its entry in CRP's search index and its markdown from work-hub content/ (located through the content_index table). Only codes CRP lists publicly are served. |
research_search | Find CEM research by words or code in CRP's public search index (GET /search/index.json): papers, playbooks, case studies, book chapters, figures, calculators and pages. Every word must match the title, full title, summary or code. Returns each result's code, title, kind and address. |
reviews_search | Find CEM's reviews of software tools (reviews.cemresearchproject.org): tool reviews, product pages with their listed prices, buying guides and categories, by words. Every word must match the title or summary. Returns each result's title, kind, summary and page. These are reviews of tools, separate… |
ui_check | Run cem-ui's laws check (scripts/laws.mjs, `npm run laws`) and return its table: each law's check, the count now, and the baseline it may not rise above. It checks cem-ui's own css/ and templates/; it takes no other repo. With a check name, every finding for that check (laws.mjs --list). Never… |
ui_get | One UI kit entry in full, as cem-ui registry/ records it: by id ("site-header", "shell", "spacing", "CRP:ask-cem-panel"), component tag ("x-site-header") or name. |
ui_laws | The CEM design laws, cem-ui LAWS.md, the one rules document. Without a law, the whole file. With a number (1 to 20), that law as written. With words ("accent edge", "white"), every law that holds all of them. |
ui_list | The CEM UI kit (cem-ui registry/): tokens, brand assets, layout primitives, utilities, engines, frames, templates, components (one per job) and the old partials. Without a kind, the count of each kind and their ids; with one, every entry of that kind. Kinds: token, asset, primitive, utility… |
ui_search | Find UI kit entries (cem-ui registry/) whose id, name or any recorded field holds every word of the query. Returns the best matches, id first. |
In its maker's words
CEM's published research on building with AI: definitions, papers, calculators and the CEM Score.
- Website
- cemresearchproject.org
- Publisher
- cemresearchproject.org
- Listed from
- the official MCP Registry as
org.cemresearchproject/cem - Version
- 0.1.0, updated 7 Nov 2026
- Kinds of work
- Search and research, Writing and translation, AI models and agent tools
The domain it lives on
- cemresearchproject.org
- registered 3 Apr 2026 (7 months ago), at NameCheap, Inc., its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 3440 ms | |
| Answered | 2752 ms |
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