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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Capabilities/AI Services/ai.evaluation

Evaluation & Benchmarks

Evaluate model or agent outputs.

835 records534 liveRefine in search →
KAI Network — Public InformationMCP serverMCP
by kingdt1991-netizen
Live

Read-only KAI network overview, standards, fees, public terms, and developer onboarding.

Identity & Access~58%Evaluation & Benchmarks~51%
https://kainetwork.tech/mcpok 7 h ago
Cairn CommonsMCP serverMCP
by cairncommons
Live

Verified, version-pinned records of new dependency bugs: look an error up before searching the web.

Tasks & To-do~96%Web Search~58%Evaluation & Benchmarks~55%Reasoning & Planning~54%Identity & Access~53%
https://cairncommons.dev/api/mcpok 7 h ago
AetheryaMCP serverMCP
by ai.aetherya
Live

Test decisions on a synthetic audience: studies, site audits, copy tests and post simulations.

Social Media~100%Pricing & Quotes~100%Evaluation & Benchmarks~55%News & Feeds~54%Reasoning & Planning~54%
https://mcp.aetherya.ai/mcpok 7 h ago
Centering LabMCP serverMCP
by com.centeringlab
Live

Measure card centering and check PSA, BGS, CGC and SGC centering ceilings and standards.

Evaluation & Benchmarks~51%
https://centeringlab.com/mcpok 7 h ago
Piratefly Flight Price JudgeMCP serverMCP
by com.piratefly
Live

Is this flight price good right now? Verdicts from 90 days of observed fares on 500+ routes.

Evaluation & Benchmarks~100%Maps & Places~89%Travel & Booking~51%
https://piratefly.com/mcpok 7 h ago
Batru — Competitive Game Intelligence for AI AgentsMCP serverMCP
by gg.batru
Live

Live competitive-game predictions, meta data and decision tools for AI agents.

Evaluation & Benchmarks~55%Identity & Access~53%
https://batru.gg/mcppublished 3 mo agook 7 h ago
How to Read the FutureMCP serverMCP
by com.howtoreadthefuture
Live

Read released episodes, transcripts, citations, clips, reading trails, and flashcards.

Academic Research~96%Evaluation & Benchmarks~51%
https://howtoreadthefuture.com/mcpok 7 h ago
runwayleftMCP serverMCP
by docracy1
Live

Cash runway, breakeven, and burn multiple calculator. Free, no login. MCP connector.

Evaluation & Benchmarks~54%
https://runwayleft.netlify.app/.netlify/functions/mcpok 7 h ago
SHPBL: Repository Audit & RepairMCP serverMCP
by com.shpbl
Live

Audit and repair any public GitHub repo. Free survey; paid source, unified diffs and a pull request.

Version Control~100%E-commerce Operations~100%Identity & Access~100%Evaluation & Benchmarks~55%Contracts & Legal~53%
https://shpbl.com/api/public/mcpok 4 h ago
GENOSYS UAEMCP serverMCP
by ae.genosys
Live

Shop GENOSYS Korean skincare in the UAE from chat: find products, AED prices, order and pay.

Payments~100%E-commerce Operations~100%SMS & Voice~100%Team Chat~83%Evaluation & Benchmarks~51%
https://genosys.ae/mcpok 8 h ago
Insider RadarMCP serverMCP
by mypocketsmells
Live

Lab telemetry market: 25 x402 USDC-paid tools — leaderboard, KOL signals, outcomes, more.

News & Feeds~100%Notes & Docs~55%Evaluation & Benchmarks~55%Weather~53%Calendar & Scheduling~53%
https://insider-radar-agent.insider-radar-agent.workers.dev/mcpok 8 h ago
NonobenchMCP serverMCP
by mauricekleine
Live

An open-source benchmark of how well LLMs solve nonogram puzzles, from 5x5 to 20x20.

Evaluation & Benchmarks~96%Documentation Lookup~54%
https://www.nonobench.com/mcpok 8 h ago
cf-package-checkMCP serverMCP
by cfgenius145-sketch
Live

Abandonment checks for WordPress, npm and PyPI packages, priced per call.

Packages & Dependencies~100%Evaluation & Benchmarks~51%
https://packages.cfsoft.us/mcpok 8 h ago
nullaryMCP serverMCP
by ai.nullary
Live

Negative results intelligence for drug discovery — query measured failures via MCP.

Writing & Editing~51%Evaluation & Benchmarks~51%
https://mcp.nullary.ai/mcpok 8 h ago
delegation-schoolMCP serverMCP
by school.delegation
Live

Learn to delegate real work to AI, not just chat with it — a course taught live in your own Claude.

Agent Orchestration~100%Writing & Editing~51%Evaluation & Benchmarks~51%
https://delegation.school/mcpok 8 h ago
ADHDEvaluationsAgentA2AMCP
by fyi.adhdevaluations
Live

Find an ADHD evaluation provider near you. Ask a question in plain text and get the matching ADHD evaluation providers, each with its page URL. For tool access, use the MCP server at https://adhdevaluations.fyi/mcp.

Evaluation & Benchmarks~100%FilesystemAgent Discovery~69%
https://adhdevaluations.fyi/a2aok 6 h ago
monthsleftMCP serverMCP
by docracy1
Live

SaaS runway calculator (MRR growth vs churn), breakeven, burn multiple. Free MCP connector.

Evaluation & Benchmarks~54%Pricing & Quotes~53%
https://monthsleft.netlify.app/.netlify/functions/mcpok 8 h ago
Token Command CenterMCP serverMCP
by ysgjay
Live

Free token data: revenue, net flow after emissions, supply/unlock history, catalysts, errors marked

Calendar & Scheduling~53%Writing & Editing~51%Evaluation & Benchmarks~51%
https://token-command-center-gamma.vercel.app/mcpok 8 h ago
aioMCP serverMCP
by org.aioq
Live

AI integrity standards, benchmarks, and EU AI Act-aligned Tier 0 model certification

Evaluation & Benchmarks~100%Documentation Lookup~54%Writing & Editing~51%
https://aioq.org/mcpok 8 h ago
Geoa — Get found in ChatGPTMCP serverMCP
by app.geoa
Live

Check whether ChatGPT, Gemini and Perplexity recommend a business, and get fixes for its website.

Web Search~58%Team Chat~51%Evaluation & Benchmarks~51%
https://geoa.app/mcpok 8 h ago
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Aliases

evaluation, evals, benchmark, scoring, grading, judge

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