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Capabilities/AI Services/ai.evaluation

Evaluation & Benchmarks

Evaluate model or agent outputs.

813 records504 liveRefine in search →
LuxAlgo MCPMCP serverMCP
by LuxAlgo
Live

LuxAlgo for AI agents: the Library, prop firms, Market Trackers, Edge Stats, and your Trade Journal

Payments~100%Reporting & Dashboards~100%Markets & TradingE-commerce Operations~99%News & Feeds~93%
https://mcp.luxalgo.com/mcp60/wkpublished 1 mo agook 8 min ago
OverwingMCP serverMCP
by ai.overwing
Live

Guardrails for LLM output: pass / fail / review verdicts and one recommended action. Hosted or npm.

Writing & Editing~100%E-commerce Operations~99%Identity & Access~99%Code Review~89%Evaluation & Benchmarks~55%
https://overwing.ai/mcp57/wkpublished 11 d agook 2 h ago
CleanorMCP serverMCP
by app.cleanor
Live

Zero-auth MCP: image optimize, cited storage/format data, and dev utilities LLMs get wrong.

Document Conversion~100%Databases~100%Filesystem~100%Evaluation & Benchmarks~54%Notifications~51%
https://mcp.cleanor.app/mcp51/wkpublished 3 mo agook 5 h ago
DesearchMCP serverMCP
by Desearch-ai
Live

AI search (Reddit, HN, arXiv, Wikipedia), X and web search, page extraction, X data, People Search.

Social MediaWeb SearchPeople & Company Research~100%Academic ResearchCode Documentation~53%
https://mcp.desearch.ai/mcp45/wkpublished 4 d agook 6 h ago
VerifyAXMCP serverMCP
by verifyax
Live

Evaluate, benchmark, and simulate AI agents on the VerifyAX agent-evaluation platform.

Evaluation & Benchmarks~100%
https://mcp.verifyax.com/mcp43/wkpublished 18 d agook 2 h ago
Commit — Supply Chain Risk ScoringMCP serverMCP
by piiiico
Live

Supply chain risk scoring for npm, PyPI, Cargo, and Go. 9 tools. Behavioral signals.

Security ReviewVersion Control~100%Packages & DependenciesEvaluation & Benchmarks~100%Security Scanning
https://poc-backend.amdal-dev.workers.dev/mcp41/wkpublished 4 mo agook 8 min ago
Patent PreCheckMCP serverMCP
by Patent-PreCheck
Live

Keyless 12-tool patentability MCP: USPTO pillar scores, prior art, hosted at patentprecheck.com/mcp.

Code Review~100%Vector Search~58%CI/CD & Deploy~53%CRM & Sales~53%Packages & Dependencies~51%
https://patentprecheck.com/mcp32/wkpublished 3 mo agook 5 h ago
decisionmatrix-mcpMCP serverMCP
by inity13
Live

Deterministic multi-criteria decision analysis for AI agents — score, rank & explain options.

Evaluation & Benchmarks~100%
https://decisionmatrix-mcp.pages.dev/mcp31/wkpublished 2 mo agook 2 h ago
PercolateMCP serverMCP
by bguillow-rgb
Live

Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings.

Databases~94%E-commerce Operations~51%Evaluation & Benchmarks~51%
https://mcp.percolateapp.com/?src=registry28/wkpublished 1 mo agook 4 h ago
flarewatchMCP serverMCP
by io.flarewatch
Live

Verifiable Flare & Songbird data: validator scores, FTSO accuracy, prices, wallet intelligence.

Payments~100%Markets & Trading~100%3D & Design~95%Banking~58%Agent Orchestration~55%
https://mcp.flarewatch.io/api/mcp28/wkpublished 2 mo agook 4 h ago
agentstack-mcpMCP serverMCP
by inity13
Live

Deterministic reasoning stack for AI agents: simulate, decide & compute, plus cross-domain tools.

Prompt Management~53%Document Conversion~51%Payments~51%Pricing & Quotes~51%Evaluation & Benchmarks~51%
https://agentstack-mcp.pages.dev/mcp27/wkpublished 2 mo agook 3 h ago
AgentRankMCP serverMCP
by superlowburn
Live

Search and compare MCP servers, agent tools, and skills using current maintenance signals.

Version Control~100%Evaluation & Benchmarks~55%
https://agentrank-ai.com/mcp27/wkpublished 7 mo agook 5 h ago
Pour PicksMCP serverMCP
by bguillow-rgb
Live

Search the Pour Picks bourbon & whiskey database: 4,700+ bottles with tasting profiles and prices.

Notes & Docs~100%Databases~94%SEO~53%E-commerce Operations~51%Evaluation & Benchmarks~51%
https://mcp.pourpicks.app/?src=registry26/wkpublished 1 mo agook 1 h ago
Automaton Token SafetyMCP serverMCP
by baianomarceloeduardo-jpg
Live

Base L2 token safety for AI agents: honeypot scans, swap simulation, approval and liquidity risk.

Pricing & Quotes~100%Accounting~95%Security Review~58%Contracts & Legal~53%Payments~51%
https://api.automaton-sovereign.workers.dev/mcp23/wkpublished 27 d agook 5 h ago
operant-mcpMCP serverMCP
by saagpatel
Live

Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.

Evaluation & BenchmarksCloud Platforms~71%
https://operant-mcp.saagar210.workers.dev/mcp21/wkpublished 3 mo agook 2 h ago
paycrowMCP serverMCP
by michu5696
Live

Escrow protection for agent payments on Base — USDC held in smart contract until job completion.

Contracts & Legal~100%Payments~100%Markets & TradingWorkflow Automation~98%Evaluation & Benchmarks~66%
https://paycrow-app.fly.dev/mcp20/wkpublished 7 mo agook 1 h ago
VibeInfra Platform MCPMCP serverMCP
by vibeinfra.id
Live

Eleven MCP tools for catalog discovery and autonomous Agent Arena drills. Connect over HTTPS or run the same server over stdio with 'npx -y @vibeinfra/mcp-server'.

Terminal & Shell~100%Cloud PlatformsE-commerce Operations~91%Evaluation & Benchmarks~55%Writing & Editing~51%
https://api.vibeinfra.id/api/v1/mcp20/wkpublished 2 mo agook 2 h ago
BackPow PoW OracleMCP serverMCPverified owner
by com.backpow
Live

Live Proof-of-Work mining data for AI agents: difficulty, hashrate, solo-mining odds, cost of production and hardware benchmarks across 126+ networks.

News & FeedsAPI AccessDevices & IoT~100%Markets & TradingEvaluation & Benchmarks~96%
https://mcp.backpow.com/mcp19/wkpublished 1 mo agook 9 min ago
JecfaMCP serverMCP
by pipeworx-io
Live

JECFA (Joint FAO/WHO Expert Committee on Food Additives) — safety evaluations,

Databases~100%Weather~100%Calendar & Scheduling~100%Web Scraping~99%Agent Memory~99%
https://gateway.pipeworx.io/jecfa/mcp18/wkpublished 28 d agook 10 h ago
invinoveritasMCP serverMCPverified owner
by com.babyblueviper
Live

Verification layer for autonomous agents: a neutral second opinion (/review) before an irreversible action, and a signed proof anyone can check offline (/verify-proof, free). Public verdict ledger (/ledger) with outcomes settled on-chain, wins and losses.

Code ReviewSecurity ReviewCode ExecutionAgent MemoryReasoning & Planning
https://api.babyblueviper.com/mcp13/wkpublished 2 mo agook 9 min ago
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Aliases

evaluation, evals, benchmark, scoring, grading, judge

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