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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.

823 records529 liveRefine in search →
ZTL JudgeMCP serverMCP
by inventor1975
Live

Zero-trust logic judge: your AI writes a claim as a ZFL table, the ZTL core judges it.

Evaluation & Benchmarks~100%
https://api.vitalyreznik.com/mcpok 5 h ago
Agent Paywire libraryMCP serverMCP
by com.agentpaywire
Live

Library (L402, x402, Lightning, stablecoins): 18 read-only tools plus 3 writers.

Payments~100%Agent Discovery~58%Evaluation & Benchmarks~55%Packages & Dependencies~54%Writing & Editing~51%
https://mcp.agentpaywire.com/mcpok 5 h ago
SignalTender B2B, GovCon & LegalTech MCP ServerMCP serverMCP
by aarbchen
Live

B2B, GovCon & LegalTech MCP server for live RFPs, contract parsing, compliance & proposal tools.

Contracts & Legal~100%Pricing & Quotes~100%Evaluation & Benchmarks~100%Presentations~58%Academic Research~54%
https://b2b-contract-parser-api.onrender.com/mcpok 5 h ago
getjobzi-mcpMCP serverMCP
by getjobzi
Live

GetJobzi MCP server for job search, application tracking, and career forecasting.

HR & Recruiting~100%Document Conversion~55%Evaluation & Benchmarks~54%SEO~53%Social Media~53%
https://www.getjobzi.com/mcpok 5 h ago
LeviathanMCP serverMCP
by ai.talmbout.leviathan
Live

Shared history, humor, creativity and conversation. Public reads; participation keys for writing.

Payments~100%Agent Memory~99%Writing & Editing~91%Evaluation & Benchmarks~55%Documentation Lookup~54%
https://leviathan.talmbout.ai/api/mcpok 5 h ago
ReelingMCP serverMCP
by yomariano
Live

Social publishing, scheduling and delivery-status tools for Reeling accounts.

Social Media~100%Video Generation~100%Team Chat~100%Identity & Access~100%Cloud Platforms~55%
https://mcp.reeling.app/mcpok 5 h ago
RQM Robotics JobsMCP serverMCP
by com.rqmtechnologies
Live

Delegate 20 typed RQM Robotics jobs for validation, diagnosis, comparison, and optimization.

Banking~58%Agent Discovery~58%Markets & Trading~54%Contracts & Legal~53%Evaluation & Benchmarks~51%
https://jobs.rqmtechnologies.com/mcp/roboticsok 5 h ago
Mode VC: Pre-Seed Venture Capital Firms & Valuation BenchmarksMCP serverMCP
by com.modevc
Live

Search institutional pre-seed venture capital firms, partner profiles, and valuation.

Evaluation & Benchmarks~77%Filesystem~54%Agent Discovery~54%
https://modevc.com/api/mcp/stage-pre-seedok 5 h ago
rubrkitMCP serverMCP
by com.rubrkit
Live

MCP-native AI evaluation: rubric audits, eval suites, and proof reports for AI/LLM output.

Documentation Lookup~100%Evaluation & Benchmarks~92%Reporting & Dashboards~89%Code Documentation~53%Contracts & Legal~53%
https://www.rubrkit.com/api/v1/mcpok 5 h ago
H/M Blindspot Challenge PlatformMCP serverMCP
by net.hogarmas
Live

Free AI crawler checks, Agent Surface audits, A2A actions and optional x402 evidence packs.

Web Scraping~91%Secrets Management~57%Cloud Platforms~55%Evaluation & Benchmarks~55%Video Generation~53%
https://agents.hogarmas.net/mcpok 5 h ago
Stratalize Real EstateMCP serverMCP
by com.stratalize
Live

Retired. Use com.stratalize/stratalize.

Presentations~100%Payments~100%Pricing & Quotes~100%Markets & Trading~100%Evaluation & Benchmarks~100%
https://www.stratalize.com/api/mcp-public?vertical=realestateok 6 h ago
RentServers.comMCP serverMCP
by com.rentservers
Live

GPU and bare-metal price index, 36-month TCO scorecard, and blind counter-quotes.

Cloud Platforms~100%Pricing & Quotes~86%Evaluation & Benchmarks~54%
https://rentservers.com/mcpok 6 h ago
5arz-proof-of-humanMCP serverMCP
by LumiRx
Live

Prove a real, unique human performed an action; mint a signed, verifiable Proof-of-Human credential.

Payments~100%E-commerce Operations~57%Secrets Management~57%Evaluation & Benchmarks~54%
https://mcp.5arz.comok 6 h ago
Artemis CompassAgentA2AMCP
by Artemis GTM
Live

The entry agent of Artemis, the AI GTM Engineer, made by Artemis GTM (artemisgtm.ai). Diagnoses where a B2B go-to-market motion leaks revenue, then recommends, claims, or sells the installable consulting agent that fixes it. Headless: operable end-to-end over MCP with no browser. About Artemis GTM:…

Evaluation & Benchmarks~100%E-commerce OperationsCRM & Sales~93%Browser Automation~81%Travel & Booking~51%
https://artemisgtm.ai/mcpok 6 h ago
classifier.dev docs MCP serverMCP serverMCP
by classifier.dev
Live

The classifier.dev documentation as tools: list, read and search the API reference, benchmark, agent skill, CLI, pricing, privacy, terms and MCP setup guide.

Code DocumentationDocumentation Lookup~100%Evaluation & Benchmarks~96%Pricing & Quotes~91%
https://classifier.dev/mcp/docsok 6 h ago
Relay — agent service discoveryMCP serverMCP
by site.chatgpt.orellise.relay-agent-services
Live

Discover agent services, compare sourced capabilities and inspect connection evidence. No execution.

Web Search~100%Evaluation & Benchmarks~100%Code Documentation~58%Vector Search~58%Identity & Access~58%
https://relay-agent-services.orellise.chatgpt.site/api/mcpok 6 h ago
Entity EnricherMCP serverMCP
by ai.entityenricher
Live

Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks.

Writing & Editing~100%Databases~100%HR & Recruiting~100%Evaluation & Benchmarks~100%People & Company Research~99%
https://entityenricher.ai/api/mcpok 6 h ago
FIDE Laws of ChessMCP serverMCP
by io.arxo
Live

FIDE Laws of Chess (2023) as an executable model: arbiter cases, answers with rules and judgments

Contracts & Legal~100%Packages & Dependencies~100%Databases~93%Vector Search~58%HR & Recruiting~55%
https://mcp.arxo.io/mcp/fide-chessok 6 h ago
ScrubShifts Healthcare JobsMCP serverMCP
by stableotto
Live

Live US nursing and allied-health jobs, updated daily. Search by place, role, shift, pay.

Evaluation & Benchmarks~54%
https://scrubshifts.com/mcpok 6 h ago
Intangible Asset Valuation MCP ServerMCP serverMCP
by com.ascent-partners
Live

Intangible asset valuation: 14 tools, 124+ formulas for IP, technology, goodwill, PPA, impairment.

Testing~100%Pricing & Quotes~100%Accounting~100%Evaluation & Benchmarks~54%Terminal & Shell~53%
https://intangible-valuation.ascent-partners.com/api/mcppublished 12 d agook 6 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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