Causal Mechanism Registry
A versioned vocabulary of named causal mechanisms behind crises: resolve a name, then read its definition, scope, boundary and test, with the version.
- Category
- Pending
- Primary Subcategory
- AI Output Verification & Grounding
Integration details
Description
The Causal Mechanism Registry is an open, versioned vocabulary of the recurring processes that drive crises, from bank runs and debt spirals to famines, epidemics and the collapse of states. A model knows a great deal about these processes, but it does not use the same name for the same process every time. Each entry gives one process a stable identifier, a name, a definition, a scope, a boundary that says which neighbouring entry takes a case instead, and a test: what must be on record for the entry to apply. Relations between entries are reciprocal. The server is read-only and needs no sign-in. It serves every published version, from 1.0.0 to the latest, and defaults to the latest; list_versions gives each version's date, DOI and entry count. Tools: search entries, read one entry in full with its versioned source address and citation line, resolve a display name or a retired identifier to the current one, list entries by layer and review state, list versions with their DOIs, and cite a version. Search and fetch forms are included for clients that expect them. Every entry states its review state; by default searches show accepted entries and say how many entries in review also match. The vocabulary describes processes. It is not a forecast or a recommendation and says nothing about any country today. Source: github.com/adenkarabal/causal-mechanism-registry. Licence CC BY 4.0. DOI 10.5281/zenodo.23248221 (all versions). Aden Karabal · built with Claude and Codex
- Integration type
- Connector
- Verification status
Community connector- Platform
- Claude
- Category
- Pending
- Primary Subcategory
- AI Output Verification & Grounding
- Secondary Subcategories
- None listed
- Access
- No account required
- First tracked
- 2026-10-21
- Tool count
- 8
- Market
- US
The broad Category that contains the Primary Subcategory.
The Primary Subcategory used for this profile’s headline score.
Other Subcategories where the Integration is listed.
Claude Connector discovery is coming soon
Community Connectors only appear in Claude’s registry.Once verified, organic discovery begins and we can calculate your score.Read more about Community Connector verification.
No spam. Unsubscribe any time.
What discovery looks like

Claude can surface verified Connectors when they match a user’s Prompt.
How Claude Connector discovery works
Your Connector will compete to appear for users’ Prompts once Claude verifies it
Competing in Claude AI Output Verification & Grounding
View Category8 tools agents can invoke
Causal Mechanism Registry Claude Connector FAQ
How the directory, categories and Discoverability Score work.
Read the methodologyHow do I improve Causal Mechanism Registry's Claude Connector discoverability?
The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.
What are Causal Mechanism Registry alternatives on Claude?
As of 2026-11-02, Causal Mechanism Registry competes with Arize AX, Bifrost Manifold, Black Ice, Citeproof, Council of AI, Coval, Data Butler, Data Pitfalls and 22 more in Claude AI Output Verification & Grounding, ranked by public Discoverability Score.
Where is this profile measured?
This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.