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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.

821 records529 liveRefine in search →
AI Recommendation Readiness Audit | The Black Friday AgencyMCP serverMCP
by janoliverautomation-stack
Live

Can AI confidently recommend your business? The AI Recommendation Readiness Audit shows whether your

Evaluation & Benchmarks~51%
https://canairecommendmybusiness.com/api/mcpok 2 h ago
EngScript Engineering MCPMCP serverMCP
by com.engscript
Live

Engineering calculation MCP server for oil and gas engineering applications.

Document Conversion~100%Evaluation & Benchmarks~55%
https://engscript.com/mcpok 2 h ago
marz-greta-lock-networkMCP serverMCP
by dev.eqbuilder
Live

EQ scoring plus a read-only Storelayer matcher and guarded self-install; no website credentials

E-commerce Operations~100%Evaluation & Benchmarks~100%Pricing & Quotes~51%
https://eqbuilder.dev/api/mcpok 2 h ago
EU Trade ExplorerMCP serverMCP
by eu.tradedashboard
Live

EU customs-trade & industrial-production statistics (Eurostat Comext/PRODCOM)

Reporting & Dashboards~98%Security Review~58%HR & Recruiting~55%Accounting~55%Documentation Lookup~54%
https://mcp.tradedashboard.eu/mcpok 2 h ago
CompShopMCP serverMCP
by mkibrick
Live

Search 350+ compensation surveys by industry, region, or job title. Independent directory.

Filesystem~96%Agent Discovery~96%Evaluation & Benchmarks~54%
https://www.comp-shop.com/api/mcpok 2 h ago
ContexteTechMCP serverMCP
by contexte-tech
Live

Search and load AI datasets, prompts and few-shot contexts from the ContexteTech catalogue.

Prompt Management~100%Vector SearchEvaluation & Benchmarks~55%Pricing & Quotes~53%
https://contextetech.com/mcppublished 10 d agook 2 h ago
CutshedMCP serverMCP
by com.cutshed
Live

Free browser tools, Studio prices, and the public clipper quote. Account tools need OAuth.

Pricing & Quotes~100%Browser Automation~91%Identity & Access~86%Payments~53%E-commerce Operations~51%
https://cutshed.com/mcpok 2 h ago
Service Public FranceMCP serverMCP
by OneNicolas
Live

French public services: tax, property, admin, education, healthcare, security, risks, legal texts

Contracts & Legal~86%Banking~58%Evaluation & Benchmarks~55%Reporting & Dashboards~51%
https://mcp-service-public.nhaultcoeur.workers.dev/mcpok 2 h ago
EQIQsMCP serverMCP
by EQIQs
Live

EQIQs: 21-framework personality and compatibility for coaching, communication, and team development.

Calendar & Scheduling~51%Evaluation & Benchmarks~51%
https://adgmsnwjynqkhawhioil.supabase.co/functions/v1/mcp-serverok 2 h ago
DegenHedge: Kalshi Bitcoin 15-minute dataMCP serverMCP
by com.degenhedge
Live

Read-only Kalshi BTC 15-minute data: live window, graded alert record, fee calculator.

Markets & Trading~100%Evaluation & Benchmarks~54%Contracts & Legal~53%Pricing & Quotes~53%
https://degenhedge.com/mcpok 2 h ago
OutdoorsMCP serverMCP
by com.theoutdoorsapp
Live

US outdoor recreation: 37k+ trails, 30k+ campgrounds, parks, weather + wildfire safety. Read-only.

Weather~91%Travel & Booking~57%HR & Recruiting~55%Evaluation & Benchmarks~51%
https://theoutdoorsapp.com/mcpok 2 h ago
hvilkenai-mcpMCP serverMCP
by erorund
Live

Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.

Agent Orchestration~100%Evaluation & Benchmarks~96%Writing & Editing~51%
https://mcp.hvilkenai.no/mcpok 2 h ago
UnphurlMCP serverMCP
by 123Ergo
Live

URL intelligence for AI agents and developers. 16 tools, 25 signal weights, 20 free checks.

Payments~100%Pricing & Quotes~100%CI/CD & Deploy~53%CRM & Sales~53%Packages & Dependencies~51%
https://mcp.unphurl.com/mcpok 2 h ago
lyra-mcp-serverMCP serverMCP
by luisa-sys
Live

Search and discover Lyra profiles.

Calendar & Scheduling~100%Identity & Access~100%Terminal & Shell~53%Writing & Editing~51%Browser Automation~51%
https://mcp.checklyra.com/mcpok 2 h ago
Model TestedMCP serverMCP
by com.modeltested
Live

Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons.

Evaluation & Benchmarks~54%
https://modeltested.com/mcpok 2 h ago
InfoSec Job BoardMCP serverMCP
by com.infosecjobboard
Live

Search 10k+ live cybersecurity jobs from 246 security companies, plus salary benchmarks and stats.

Evaluation & Benchmarks~96%
https://www.infosecjobboard.com/api/mcpok 2 h ago
outilsMCP serverMCP
by com.scoreinnov
Live

Score innovation, benchmarks sectoriels et barometre cle-personne, en lecture seule.

Evaluation & Benchmarks~96%Security Scanning~51%
https://scoreinnov.com/mcpok 2 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 2 h ago
visa-checkMCP serverMCP
by com.canienter
Live

Visa & entry requirements for 199 passports, cited to official sources and re-verified daily.

Evaluation & Benchmarks~55%Pricing & Quotes~51%
https://api.canienter.com/mcpok 2 h ago
CutLuma video editorMCP serverMCP
by com.cutluma
Live

Free online video editor: search tools, guides and templates, video sizes, pricing, editor links.

Social Media~100%Video Editing~100%Music & Audio~96%Prompt Management~94%Pricing & Quotes~91%
https://cutluma.com/mcpok 2 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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