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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.

818 records524 liveRefine in search →
FormulaSignalMCP serverMCP
by com.formulasignal
Live

Dated formula history, confirmed changes and evidence for U.S. pre-workout supplements.

Monitoring & Observability~55%Evaluation & Benchmarks~54%E-commerce Operations~53%Identity & Access~53%Writing & Editing~51%
https://formulasignal.com/mcpok 4 h ago
LeadForm AIMCP serverMCP
by sarvin-tech
Live

Paid B2B lead scoring and next-action qualification for AI agents.

Evaluation & Benchmarks~91%Payments~51%
https://leadform-ai.vercel.app/mcpok 4 h ago
Major LabsMCP serverMCP
by co.majorlabs
Live

Open agentic-web datasets: Agent Trust Index, MCP stats, incident timeline. Read-only, CC-BY-4.0.

Agent Orchestration~55%Evaluation & Benchmarks~55%Identity & Access~53%
https://majorlabs.co/mcpok 4 h ago
VeritaHire live jobsMCP serverMCP
by com.veritahire
Live

Live US jobs from employers' own career sites, still-open checks, competitive hiring reports.

HR & Recruiting~100%Reporting & Dashboards~89%Marketing~54%Evaluation & Benchmarks~54%Writing & Editing~51%
https://veritahire.com/mcpok 4 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 4 h ago
AI Law FrameworkMCP serverMCP
by com.ailawframework
Live

Decide whether AI may be used for a legal task, who drafts and who checks. Australian law.

Contracts & Legal~100%Writing & Editing~51%Evaluation & Benchmarks~51%
https://ailawframework.com/mcpok 4 h ago
Pensiata - Bulgarian Pension Fund AnalyticsMCP serverMCP
by nvasilevv
Live

Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.

Evaluation & Benchmarks~96%Agent Discovery~58%Debugging~54%Documentation Lookup~54%Markets & Trading~54%
https://mcp.pensiata.me/mcpok 4 h ago
GSA CALC+MCP serverMCP
by 1102tools
Live

GSA CALC+ awarded labor ceiling rates from 230K+ MAS contracts. 8 tools.

Contracts & Legal~100%Pricing & QuotesEvaluation & Benchmarks~54%Writing & Editing~51%
https://gsa-calc.1102tools.com/mcppublished 4 d agook 4 h ago
ModelSpecMCP serverMCP
by turbobeest
Live

Find AI models that fit a job from your requirements, sourced benchmarks and real cost.

Evaluation & Benchmarks~96%Identity & Access~58%Devices & IoT~53%
https://api.modelspec.dev/mcpok 4 h ago
ClipformMCP serverMCP
by Clipform
Live

Interactive video forms that capture authentic responses. Build engaging forms in minutes.

Identity & Access~100%Music & Audio~96%News & Feeds~93%Video Editing~53%Prompt Management~53%
https://mcp.clipform.iook 4 h ago
FalaZuki Finance BRMCP serverMCP
by com.falazuki
Live

Cálculos e regras financeiras do Brasil com fonte e vigência em cada resposta.

Tasks & To-do~95%Documentation Lookup~54%Evaluation & Benchmarks~54%Invoice Processing~51%Document Conversion~51%
https://mcp.falazuki.com/mcpok 4 h ago
Saaskly: B2B software reviews and comparisonsMCP serverMCP
by com.saaskly
Live

Independent UK business software reviews, rankings and real pricing as read-only MCP tools.

Code Review~100%Pricing & Quotes~91%Writing & Editing~51%Evaluation & Benchmarks~51%
https://saaskly.com/mcpok 4 h ago
CausalLayer MCPMCP serverMCP
by smq9sn5jck-coder
Live

Deterministic AI liability attribution with Bitcoin-anchored proof certificates.

Evaluation & Benchmarks~55%Documentation Lookup~54%Document Conversion~51%
https://mcp.faultkey.com/mcpok 4 h ago
PortfolioFitMCP serverMCP
by fit.portfolio
Live

Check normalized portfolios against mandates and calculate allocation constraints.

Spreadsheets~100%Markets & Trading~96%Documentation Lookup~54%Evaluation & Benchmarks~54%
https://portfolio.fit/mcpok 4 h ago
zRev AIMCP serverMCP
by ai.zrev
Live

Grade any llms.txt, cold-read a homepage, run a B2B GTM ROI model, get a GTM diligence checklist.

Evaluation & Benchmarks~54%CI/CD & Deploy~53%CRM & Sales~53%Pricing & Quotes~53%Travel & Booking~51%
https://go.zrev.ai/mcpok 4 h ago
Synthex Forge — x402 Paid Agent ServicesMCP serverMCP
by com.synthexforge.x402
Live

Paid agent services settled in USDC on Base via x402. Signed, verifiable, and free to verify.

Code Review~100%Data Extraction~100%Contracts & Legal~100%Payments~100%Markets & Trading~100%
https://x402.synthexforge.com/mcpok 4 h ago
memeoracleMCP serverMCP
by io.tooloracle
Live

Memecoin Intelligence MCP — 9 tools: rug check, momentum, whale watch, 80+ chains.

Markets & Trading~100%Contracts & Legal~53%Payments~51%Pricing & Quotes~51%Evaluation & Benchmarks~51%
https://tooloracle.io/meme/mcpok 4 h ago
ThalesMCP serverMCP
by report.thales
Live

Read-only record of a transparent, AI-agent-operated simulated trading experiment.

Writing & Editing~100%Evaluation & Benchmarks~55%
https://thales.report/api/mcpok 4 h ago
OpenChainBenchMCP serverMCP
by Flotapponnier
Live

Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, and prediction markets.

Evaluation & Benchmarks~96%HR & Recruiting~55%
https://openchainbench.com/api/mcp/mcpok 4 h ago
mcpMCP serverMCP
by com.economicium
Live

Free finance and trading calculators as MCP tools: risk/reward, RMD, Coast FIRE, inflation.

Markets & Trading~90%Documentation Lookup~54%Evaluation & Benchmarks~54%
https://economicium-mcp.economicium.workers.dev/mcpok 4 h ago
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GET /api/v1/search?capability=ai.evaluation&status=live
Aliases

evaluation, evals, benchmark, scoring, grading, judge

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