com.aiengineerprofessional/engineerpro-library
https://api.aiengineerprofessional.com/api/mcp ↗
Description
Read-only EngineerPro engineering library (118 book profiles) and software-engineering tools.
What our measurements say
com.aiengineerprofessional/engineerpro-library is a remote MCP server published at api.aiengineerprofessional.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 417 ms, placing it among the faster endpoints. It offers a narrow, focused set of 5 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
- Some tool names (e.g., 'get_library_book') clearly indicate their purpose.
- Required parameters are explicitly marked in some tools (e.g., 'libraryId').
Weaknesses
- Tool names like 'list_tools' and 'get_membership_offer' are vague and do not clearly indicate their function.
- Descriptions often fail to explain *when* to use the tool, focusing only on what it does.
- Parameter definitions are ambiguous (e.g., 'lane' and 'q' lack context).
- No error handling or constraints are documented for any tool.
list_tools— Name is too generic; unclear purpose or use case.get_membership_offer— Description is overly specific and unclear about its relevance to engineering tasks.search_library— Parameter 'q' lacks context (e.g., what is being searched).list_library_books— Terms like 'lane tags' and 'profile availability' are undefined.
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 not run this round
- Cold-start: cold 154ms → warm 162ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_library_booksList books from the EngineerPro 118-book engineering library slice with lane tags and profile availability.
lanestringlimitnumber
get_library_bookReturn one library row plus its structured profile (thesis, model, instrument summary) when a sidecar exists.
libraryIdstringrequired
search_librarySubstring search across title, author, lane tags, and classifier tags.
qstringrequiredlimitnumber
get_membership_offerReturns the AI Engineering chapter of the Bicycle Cooperative membership offer (five options with chapter substitution and join URL).
list_toolsCatalog of interactive SE tools with REST path hints.
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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