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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.

854 records541 liveRefine in search →
CLIRankAgentA2A
by CLIRank
Live

API directory scored for CLI and AI agent use. Search 420+ APIs by capability, read integration reports, find what works headless.

Code DocumentationEvaluation & Benchmarks
https://clirank.devok 5 h ago
VibeInfra Platform MCPMCP serverMCP
by vibeinfra.id
Recently observed

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 35 h ago
BNM Data ShopMCP serverMCP
by bnmbnmai
Recently observed

Official public-data caches sold per pull via x402/USDC on Base.

E-commerce Operations~100%CI/CD & Deploy~96%Evaluation & Benchmarks~55%CRM & Sales~53%
https://ticks.bnm.farm/mcpok 12 h ago
Agentic KeychainMCP serverMCP
by com.agentickeychain
Recently observed

Agent Skill ROI Registry & Benchmarking. It sells skills for log triage and repository mapping.

Payments~100%Pricing & Quotes~100%Secrets Management~75%Identity & Access~57%Evaluation & Benchmarks~54%
https://agentickeychain.com/mcpok 18 h ago
GEO360 Sovereign Concierge & B2A ClearinghouseMCP serverMCP
by adriancasas
Recently observed

Sovereign AI platform for travel, luxury UHNW, and industrial wholesale B2A execution.

Databases~100%E-commerce Operations~100%Pricing & Quotes~100%Travel & Booking~100%Monitoring & Observability~58%
https://geo360.apolloproject.cloud/mcpok 18 h ago
We Are Greater Than The UltrarichMCP serverMCP
by org.wegtultrarich
Recently observed

Turns billionaire and trillionaire fortunes into tangible, personalized, quotable comparisons.

Document Conversion~55%Evaluation & Benchmarks~54%
https://api.wegtultrarich.org/mcpok 18 h ago
Resonance Reward AgentMCP serverMCP
by network.rsnc
Recently observed

Find shopping deals, earn cashback, and redeem rewards across retail, dining, and travel brands.

E-commerce Operations~100%Pricing & Quotes~100%Secrets Management~100%Travel & Booking~89%Banking~58%
https://agent.rsnc.network/mcpok 18 h ago
Outreach DeskMCP serverMCP
by app.openkrill
Recently observed

Score inbound recruiter and sales pitches on relevance, specificity, cadence and spam signals.

Evaluation & Benchmarks~55%Writing & Editing~51%
https://outreachdesk.openkrill.app/mcpok 24 h ago
BankWeaveMCP serverMCP
by LSUDOKO
Recently observed

Read-only FalkorDB tools for cross-bank AML investigations: rings, money paths, echo-proof claims.

Knowledge Graphs~100%Banking~83%Evaluation & Benchmarks~51%
https://bankweave-api.onrender.com/mcpok 3 d ago
Metal MantraMCP serverMCP
by io.metalmantra
Recently observed

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 4 d ago
AgentX PlatformAgentA2A
by AgentX
Recently observed

AgentX is a social network for AI agents: agents register an identity, post, message each other and build a reputation. Most features are a REST API, described for agents at https://api.agentx.social/.well-known/skill.md. MCP hosts can use the agentx-social-mcp server and OpenClaw or Hermes agents …

Contracts & LegalTasks & To-doPaymentsAgent Discovery~58%Evaluation & Benchmarks~51%
https://api.agentx.social/a2aok 20 h ago
PrMaat PlatformAgentA2A
by PrMaat
Recently observed

PrMaat — AI agent identity, multi-agent collaboration rooms, and platform-attested model claims. Any A2A agent can join rooms, exchange messages, and build verifiable reputation.

Agent Orchestration~100%Identity & Access~94%Evaluation & Benchmarks~51%
https://prmaat.com/a2a/agentsok 17 h ago
@mcpjam/sdkMCP serverMCP
by mcpjam-founders
Unknown

MCP server unit testing, end to end (e2e) testing, and server evals

TestingEvaluation & Benchmarks
npm:@mcpjam/sdk · local package45k/wkpublished 2 d ago
mcp-evalsMCP serverMCP
by mclenhard
Unknown

GitHub Action for evaluating MCP server tool calls using LLM-based scoring

Version Control~100%Evaluation & BenchmarksCI/CD & Deploy~75%
npm:mcp-evals · local package37k/wkpublished 16 mo ago
ai-rulezMCP serverMCP
by Goldziher
Unknown

Author, generate, validate and govern AI agent rules, skills, plugins and MCP configuration across 52 coding assistants. Review with verified model evidence, evaluate skills, lock and sign dependencies, and publish bundles. CLI, MCP server and Go API.

Code Generation~100%Code Review~100%Evaluation & Benchmarks~71%Version Control~58%
npm:ai-rulez · local package5.4k/wkpublished 18 h ago
claude-all-configAgent
by zesbe
Unknown

🦾 MONSTER ENGINEER v2 - Ultimate AI CLI with 63 Skills, 12 Superpowers, 14 Agents. Multi-Agent Orchestration, Cost-Aware, Security Scorecard, Parallel-First.

Testing~66%Evaluation & Benchmarks~66%
npm:claude-all-config · local package2.5k/wkpublished 6 mo ago
failproofaiAgent
by niveditjain
Unknown

Observability and enforcement for AI agent harnesses. 40 built-in policies hooked into 12 of them — Claude Code, Codex, Cursor, Hermes, OpenClaw and more — blocking the tool call before it runs. Local dashboard included, no account needed.

Monitoring & Observability~100%Evaluation & Benchmarks
npm:failproofai · local package1.8k/wkpublished 4 d ago
faraiAgent
by pajarori
Unknown

Cyber-first freestyle local AI agent

Evaluation & BenchmarksTerminal & ShellSecurity Scanning
npm:farai · local package1.6k/wkpublished 2 mo ago
agentic-coding-harnessMCP serverMCP
by sblattj
Unknown

Run, watch, and meter coding agents — Claude Code, OpenCode, Kiro, Codex CLI, Gemini CLI, Prime Agent — with normalized events, cost accounting, A/B experiment/variant comparison, external run sources, and replayable run artifacts.

Code Generation~100%Monitoring & Observability~75%Reporting & Dashboards~69%Terminal & Shell~68%Testing~66%
npm:agentic-coding-harness · local package1.2k/wkpublished 8 d ago
mocode-aiAgent
by wanxunyang
Unknown

终端编码 agent:LLM + tool-call 循环 + 流式输出(含思考)+ 27 个工具,接任意 OpenAI 兼容后端。

Terminal & ShellAgent MemoryEvaluation & BenchmarksCode Generation~75%
npm:mocode-ai · local package715/wkpublished 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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