One AI Guide
https://oneaiguide.com/api/mcp/v1 ↗
Description
Read-only approved AI tools, public stacks, guides, and evidence-aware comparisons.
What our measurements say
One AI Guide is a remote MCP server published at oneaiguide.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 290 ms, placing it among the faster endpoints. It offers a narrow, focused set of 7 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 like 'get_tool' and 'compare_tools' clearly indicate their purpose.
- Most parameters have defined types and required/optional status.
Weaknesses
- Descriptions for 'list_stacks' and 'list_guides' do not explicitly explain when they should be used.
- Parameter names like 'toolIds' lack clarity on expected format (e.g., UUID vs. slug).
- Overlap between 'search_tools' and 'list_stacks' may confuse agents about search vs. listing purposes.
search_tools— Parameter 'q' lacks explicit guidance on acceptable input formats.list_stacks— Description does not clarify the relationship between stacks and tools for agents.compare_tools— Parameter 'toolIds' could specify maximum array size (2-5) in the schema.
Verdict
Event narrative
Risk: low
- 2026-09-12T15:21:42.024Z — No change in complianceScore (100) or era (legacy) · Consistent performance with no degradation detected
- 2026-09-12T19:27:29.548Z — No change in complianceScore (100) or era (legacy) · Stable state confirmed through repeated measurement
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 not run this round
- Cold-start: cold 300ms → warm 301ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
search_toolsSearch approved One AI Guide tools with typo-tolerant, singular/plural, and chatbot-aware matching.
limitintegeroffsetintegerlocalestringqstringcategorystring
get_toolGet one approved tool by UUID or canonical slug.
idstringrequiredlocalestring
list_stacksList approved public or template stacks whose tools are approved.
limitintegeroffsetintegerlocalestring
get_stackGet a public approved stack.
idstringrequiredlocalestring
list_guidesList published guides linked only to approved tools.
limitintegeroffsetintegerlocalestring
get_guideGet a published guide by slug.
slugstringrequiredlocalestring
compare_toolsCompare 2 to 5 distinct approved tools by UUID or canonical slug with evidence-backed objective facts.
toolIdsarrayrequiredlocalestring
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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