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Most reliable reference AI agent tools

As of the latest check, Glimind tracks 6 reference AI agent (MCP) tools, of which 4 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
get_endpoint
com.marketcheck/docs
healthyExact reference for one REST endpoint: every query parameter (name, type, description, required, default), a real sample request, and a trunalternatives
open-canada.reference.organization_list
io.github.whiteknightonhorse/apibase
healthyList federal/provincial departments and agencies publishing on the Government of Canada open data portal, with dataset counts, optionally fialternatives
hdx.reference.locations
io.github.whiteknightonhorse/apibase
healthyList countries/regions tracked on HDX with their published dataset count, optionally filtered by a name substring. Use the returned locationalternatives
malaria-atlas.reference.country_list
io.github.whiteknightonhorse/apibase
healthyList countries covered by Malaria Atlas Project admin boundaries with their ISO3/ISO2 codes and name, optionally filtered by a name substrinalternatives
get_x_search_operators_cheatsheet
io.github.farukkolip/xtapdown-mcp
unknownFull X advanced-search operator reference, updated for 2026.alternatives
meritz_reference
meritz-securities/open-api-mcp
unknown거래일·장 운영시간·거래소 등 참조 정보 조회alternatives

FAQ

What are the most reliable reference MCP tools right now?

As of the latest check, Glimind tracks 6 reference AI agent (MCP) tools, of which 4 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank reference tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a reference tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.

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