live · neutral · updated 10 min ago

Most reliable MCP Research servers

Name: Most reliable MCP research servers
Creator: Glimind
License: https://creativecommons.org/licenses/by/4.0/

The most reliable MCP research server right now is research_shopping — a Glimind reliability score of 97/100 (grade A). The current top picks are research_shopping, company_research, research_task. Rankings are neutral and update continuously from live liveness probing plus corroborated real-usage outcomes; Glimind sells no tools, so they are unconflicted.

1 research_shopping
healthy · ai.airshelf/catalog · 100% uptime · 1.8s
97A
2 company_research
healthy · markets.oblique.api/oblique-markets · 100% uptime · 2.3s
97A
3 research_task
healthy · cloud.dchub/datacenter-power-grid-fiber · 100% uptime · 1.5s
96A
4 research_topic
healthy · io.github.ruvendors5-ops/content-intelligence-api · 100% uptime · 1.5s
96A
5 second_opinion_verify
healthy · com.secondopinionx402/second-opinion · 100% uptime · 1.5s
96A
6 second_opinion_result
healthy · com.secondopinionx402/second-opinion · 100% uptime · 1.5s
96A
7 get_company_intelligence_synthesis
healthy · com.stratalize/healthcare · 100% uptime · 1.6s
96A
8 get_web_research_synthesis
healthy · com.stratalize/healthcare · 100% uptime · 1.6s
96A
9 get_competitive_landscape_synthesis
healthy · com.stratalize/healthcare · 100% uptime · 1.6s
96A
10 research
healthy · dev.weblens/weblens · 100% uptime · 1.9s
96A
11 swarm.research
healthy · io.github.kwizzlesurp10-ctrl/x402-mcp · 100% uptime · 1.9s
96A
12 poll_trial
healthy · dev.coinop/longwatch · 100% uptime · 1.9s
96A
13 agent_analysis_report
healthy · io.github.digitalweb33333-creator/x402-endpoints · 100% uptime · 2.3s
96A
14 run_scan
healthy · ai.moonlings/moonlings · 100% uptime · 2.3s
96A
15 start_deep_report
healthy · ai.moonlings/moonlings · 100% uptime · 2.3s
96A

Ranked by the neutral Glimind reliability score (live liveness probing + corroborated real-usage outcomes). Glimind sells no tools, so the ranking is unconflicted. All categories → · Browse every research tool →

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FAQ

What is the most reliable MCP research server?

research_shopping is currently the most reliable MCP research server on Glimind, with a reliability score of 97/100 (grade A). Glimind rates neutrally from live probes plus real-usage outcomes and sells no tools.

What are the best MCP research servers?

Ranked by live Glimind reliability score: research_shopping (97/100), company_research (97/100), research_task (96/100), research_topic (96/100), second_opinion_verify (96/100). Each links to its live status and a working alternative if it goes down.

How does Glimind rank MCP research servers?

By a neutral 0–100 reliability score from safe liveness probing plus corroborated, privacy-clean real-usage outcomes — the same score shown on each tool's page. Glimind sells no tools and runs no integrations, so the ranking is unconflicted. Updated 10 min ago.