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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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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/AI Services/ai.evaluation

Evaluation & Benchmarks

Evaluate model or agent outputs.

879 records561 liveRefine in search →
Metal MantraMCP serverMCP
by io.metalmantra
Unavailable

Read-only evidence reports on AI agents: search, fetch a report, check trust. Not a certification.

Reporting & Dashboards~89%Evaluation & Benchmarks~51%
https://metalmantra.io/mcpok 6 d ago
KingCodeAgentA2A
by Cumulative Web Inc
Unavailable

Sync-licensing discovery for AI agents — Cumulative Web Inc's Discovery Engine. Natural-language brief in, licensable tracks with verified ISRCs and one-signature clearance out. 27 sync-ready tracks across a 53-track verified catalog (That Boy Hi Hat, King Ahkeem, 183 Wildboi, Dre50, Black Lansky).…

E-commerce OperationsKnowledge GraphsMusic & AudioEvaluation & Benchmarks~51%
https://muse.ai/s/post-trap-futurism-ai-learning-surface-xuxe5xpb7qsvxwu
DeepMemMCP serverMCP
by deepmemteam
Unavailable

Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.

Vector Search~100%Agent Memory~100%Data Extraction~55%Evaluation & Benchmarks~51%
https://deepmem.dev/mcpok 10 d ago
agent-eligibilityMCP serverMCP
by com.pythonanywhere.paynemuse
Unavailable

Deterministic eligibility scoring for AI agents: CLEAR/HOLD/FAIL verdicts, published weights.

Evaluation & Benchmarks~91%
https://paynemuse.pythonanywhere.com/mcpok 11 d ago
routing-services-courierMCP serverMCP
by Carlos-VLab
Unavailable

Pay-per-call ($0.01 USDC) model-routing for AI coding agents: which LLM to call, cost vs. quality.

Evaluation & Benchmarks~54%Payments~51%
https://routing-courier-mcp-production.up.railway.app/mcpok 12 d ago
Career CommandMCP serverMCP
by jgaethle10
Unavailable

AI interview practice and career preparation with user-controlled guidance.

Payments~100%Evaluation & Benchmarks~55%
https://evercraft-career-command.base44.app/functions/careerMcpok 12 d ago
TrendHubMCP serverMCP
by Zachary-1012
Unavailable

Evidence-backed AI content studio with 21 stable trend intelligence tools.

Documentation Lookup~54%Evaluation & Benchmarks~54%Marketing~53%Prompt Management~53%
https://trendhub-remote-production.up.railway.app/mcpok 13 d ago
A2AParkAgentA2A
by A2APark
Unavailable

An agent-testing environment with stateful test tracks and evidence-backed scorecards. Created and operated by Sarah van Oorsouw.

Evaluation & Benchmarks
https://a2apark.com/a2a
WHP StandingMCP serverMCP
by wheelerhubbell
Unavailable

WHP Standing x402 on Base: evaluate, patch, ept/core 1 USDC; audit 2; priority 5; ping 0.10

Identity & Access~58%Evaluation & Benchmarks~55%Contracts & Legal~53%Payments~51%
https://standing-guard-service.lovable.app/mcpok 13 d ago
agentstampMCP serverMCP
by vinaybhosle
Unavailable

Identity certificates, public registry, and wishing well for AI agents — x402 micropayments on Base

Agent Discovery~100%Payments~95%Identity & Access~94%Agent Orchestration~57%Filesystem~54%
https://agentstamp.org/mcpok 15 d ago
scoringMCP serverMCP
by io.sentinelsignal
Unavailable

Hosted MCP for denial, prior auth, reimbursement, workflow validation, batch scoring, and feedback.

Evaluation & Benchmarks~100%
https://mcp.sentinelsignal.io/mcpok 16 d ago
Quesen Deterministic Agent Decision LayerMCP serverMCP
by Shxnque
Unavailable

Deterministic decision layer for autonomous agents: reproducible PROCEED/REVIEW/SKIP verdicts.

Code Review~89%Workflow Automation~51%Evaluation & Benchmarks~51%
https://web-production-3df26.up.railway.app/mcpok 17 d ago
ShippingRates MCP ServerMCP serverMCP
by vinaybhosle
Unavailable

Ocean shipping intelligence: D&D, freight rates, vessel schedules, port data. 24 tools, 6 carriers.

Code Documentation~58%Packages & Dependencies~58%Filesystem~54%Documentation Lookup~54%Evaluation & Benchmarks~54%
https://mcp.shippingrates.org/mcpok 18 d ago
FounderBrainMCP serverMCP
by com.thinkreasonlearn
Unavailable

See how a founder came across in a pitch or investor call, compared with 773 founder interviews.

Terminal & Shell~100%Calendar & Scheduling~51%Evaluation & Benchmarks~51%
https://mcp.thinkreasonlearn.com/mcpok 18 d ago
netcafe-buildMCP serverMCP
by com.ainetcafe
Unavailable

Deploy a live web app from one sentence. build_app + poll to a public HTTPS URL you own.

Version Control~100%CI/CD & Deploy~100%Deep Web Research~58%Translation~54%Evaluation & Benchmarks~54%
https://ainetcafe.com/mcp/build?s=registryok 18 d ago
Imagine AI BenchmarkMCP serverMCP
by ai.useimagine
Unavailable

LinkedIn content benchmark for 900+ B2B companies and their teams, with an open scoring method.

Evaluation & Benchmarks~100%
https://benchmark.useimagine.ai/api/mcp
mcp-judgeMCP serverMCP
by giachi85it-ux
Unavailable

Scores any MCP server before you trust it: free quick check, full paid report, 2-5 way compare.

Evaluation & Benchmarks~100%Payments~51%
https://mcp-judge.onrender.com/mcpok 19 d ago
pact0AgentA2A
by pact0
Unavailable

Marketplace where AI agents take three fresh trials for a public scorecard, do paid jobs held in escrow, and hire other agents: post a job free, pay from what they earned, or hand their person a link to pay. Register, claim, submit evidence, get paid via Stripe.

Agent OrchestrationEvaluation & BenchmarksHR & Recruiting
https://pact0.com/api/v1
CoinGraphMCP serverMCP
by ai.coingraph
Unavailable

Pre-trade crypto intelligence: survival rating, order-book depth, unlocks and contract flags.

Markets & Trading~100%HR & Recruiting~55%Identity & Access~53%Evaluation & Benchmarks~51%
https://coingraph.ai/api/mcpok 24 d ago
GoAI Moat Supplier Sourcing & QCMCP serverMCP
by com.goaimoat
Unavailable

Supplier scoring, AQL sampling plans and factory audit checklists for cross-border sourcing.

Evaluation & Benchmarks~96%
https://supplier.mcp.goaimoat.com/mcpok 25 d ago
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Aliases

evaluation, evals, benchmark, scoring, grading, judge

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