dev.aieph/aieph
Description
Shared knowledge cache for AI coding agents — reuse an answer once it exists.
What our measurements say
dev.aieph/aieph is a remote MCP server published at aieph.dev. 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 763 ms, a delay an agent will notice. It offers a narrow, focused set of 1 tools. On the protocol side it speaks the 2026-07-28 stateless 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 name 'aieph_search' directly indicates its purpose as a search function.
- Description explicitly restricts usage to general questions, avoiding code/file submission.
Weaknesses
- Parameter descriptions lack examples or acceptable value ranges (e.g., 'language' field).
- No documentation of error handling or query failure scenarios.
- Optional parameters ('language', 'session') lack context for when they should be used.
aieph_search— Parameter 'language' type is 'string' but no valid values specifiedaieph_search— No guidance on handling invalid or ambiguous queriesaieph_search— Optional 'session' parameter purpose is unclear
Verdict
Event narrative
Sign up free to generateRaw observations
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 47ms → warm 46ms (penalty 1ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
aieph_searchLook up the shared programming knowledge cache for error meanings, library usage, and how-tos. Do not send user code, files, or chat history—general questions only. Privacy: queries are PII-masked and logged anonymously. Details: aieph.dev/privacy
querystringrequiredlanguagestringsessionstring
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Dual-era
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Add this badge to your README — it updates automatically as measurements change.
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