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Most reliable report AI agent tools

As of the latest check, Glimind tracks 12 report AI agent (MCP) tools, of which 7 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
report_social_listening
com.agentrxi.mcp/agentrxi
healthySocial listening for a brand or topic across news, Hacker News, Mastodon, Bluesky (with a handle), Wikipedia interest and prediction marketsalternatives
report_business_plan
com.agentrxi.mcp/agentrxi
healthyLean business plan for an idea: market size from live sources, competitors, pricing benchmarks, business model, go-to-market, operations, rialternatives
report_job_market
com.agentrxi.mcp/agentrxi
healthyJob-market report for a role: demand from current postings, who is hiring, remote share, salary ranges (BLS percentiles plus posted ranges),alternatives
report_code_audit
com.agentrxi.mcp/agentrxi
healthySecurity audit of a GitHub repository: AI review of up to 6 of the most security-sensitive source files, a committed-secrets scan of 40 filealternatives
report_marketing_plan
com.agentrxi.mcp/agentrxi
healthy90-day marketing plan: positioning and messaging, customer profiles, channels ranked by expected ROI with budget split and first actions, a alternatives
report_website_audit
com.agentrxi.mcp/agentrxi
healthyComplete website audit from 11 checks in one report: security headers and TLS, speed and page weight, carbon, accessibility, SEO, broken linalternatives
report_travel_itinerary
com.agentrxi.mcp/agentrxi
healthyDay-by-day travel itinerary for a city: real attractions and restaurants grouped by area, weather forecast, daylight hours, public holidays alternatives
map
TestAtlas.Mcp
unknownWrite a self-contained project dependency graph (HTML).alternatives
report
TestAtlas.Mcp
unknownWrite a self-contained HTML drill-down of the map.alternatives
export_report
Priyendu/ckl-mcp
unknownExport a Vulnerator-style Excel workbook (Executive Summary, POA&M, Vulnerability Details).alternatives
report
Priyendu/ckl-mcp
unknownExport a Vulnerator-style Excel workbook (Executive Summary, POA&M, Vulnerability Details).alternatives
memory_daily_report
teddashh/MCP Memory Server
unknownRead DAILY_REPORTS: email and calendar counts, priorities, narrativealternatives

FAQ

What are the most reliable report MCP tools right now?

As of the latest check, Glimind tracks 12 report AI agent (MCP) tools, of which 7 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 report 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 report 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.