CanonicAI — cited Answers corpus
https://canonicai.com/api/mcp ↗
Description
Read-only hosted MCP over CanonicAI's cited Answers corpus on canonicai.com.
What our measurements say
CanonicAI — cited Answers corpus is a remote MCP server published at canonicai.com. It has been probed 9 times since 9/12/2026. It answered in 9 of them (100.0%), a near-uninterrupted record. Median response time is 337 ms, placing it among the faster endpoints. It offers a narrow, focused set of 3 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names clearly indicate their purpose (list, get, search).
- No tool overlap; distinct functions for listing, retrieving, and searching.
Weaknesses
- Descriptions focus on 'what' rather than 'when' to use tools.
- Parameter requirements (required/optional) only in schema, not in text.
- Limited error-handling documentation beyond get_answer's constraint.
list_answers— Description doesn't clarify use cases beyond listing summaries.search_answers— No mention of handling zero results or query constraints.get_answer— Lacks details on error responses for invalid slugs beyond 'no fabrication'.
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test passed · last run:
- Cold-start: cold 156ms → warm 143ms (penalty 13ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_answersList published CanonicAI answer summaries from the static Answers corpus. Returns slug, id, question, canonical URLs, and citation counts.
limitintegeroffsetinteger
get_answerReturn one Answer contract v0 record with citations for a known slug. Never fabricates content for unknown slugs.
slugstringrequired
search_answersSearch CanonicAI answers by simple deterministic token scoring over question, shortAnswer, and answer fields.
qstringrequiredlimitinteger
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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