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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.v0.1 · early network
Capabilities/ai

AI Services

Model access, evaluation and agent infrastructure.

1.1k records398 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
Eval Engine APIMCP serverMCP
by invertedhoologan
Unknown

Pay-per-call AI evaluation MCP server. Score LLM outputs against benchmark rubrics via Workers AI.

Evaluation & Benchmarks~86%
https://eval.zuluworksai.com/mcp
AmbrAgentA2A
by Ambr
Unknown

The liability record for autonomous agents. Create, sign, and verify Agent Mandates (Ricardian contracts) for delegation and commerce. Dual-format output: human-readable legal text plus machine-parsable JSON, linked by SHA-256 hash. Legible by construction.

Contracts & LegalAgent OrchestrationPrompt Management~100%E-commerce Operations
https://getamber.dev/api/a2a
Andru IntelligenceAgentA2A
by Andru (H&S)
Unknown

Revenue intelligence for technical founders who sell to enterprises. ICP scoring, buyer persona profiling, competitive battlecards, MBTI-adapted messaging, deal classification, prospect discovery, and pre-meeting briefs.

Calendar & Scheduling~100%Evaluation & Benchmarks
https://hs-andru-test.onrender.com/api/a2a
Plato's Kallipolis Discovery AgentAgentA2A
by Plato's Kallipolis
Unknown

Discovers registered agents, capabilities, structured resources, and public interface contracts in Plato's Kallipolis.

Filesystem~69%Agent Discovery~69%
https://platoskallipolis.com
git-topAgentA2A
Unknown

Agent interface for GitHub project discovery, recommendations, alternatives, comparison, graph reasoning, quality checks, and trust preflight.

Version ControlEvaluation & Benchmarks
https://git.top
anchor-x402AgentA2A
by anchor-x402
Unknown

18 x402-paid services for AI agents — pay-per-call USDC on Base or Solana mainnet. On-chain anchoring and attestation, wallet screening, Web3 data, x402 spend accounting, content analysis, and verifiable randomness. No API keys, no accounts; settle per request.

PaymentsReporting & DashboardsAccountingEvaluation & BenchmarksDeep Web Research~57%
https://api.anchor-x402.com/v1/a2a
redlineMCP serverMCP
by gowtham0992
Unknown

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Prompt ManagementEvaluation & BenchmarksTesting~66%
pypi:redline-ai · local packagepublished 2 mo ago
HOL GuardMCP serverMCP
by hashgraph-online
Unknown

Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MCP server.

Secrets ManagementPrompt Management
pypi:hol-guard · local packagepublished 14 h ago
evalview-mcpMCP serverMCP
by hidai25
Unknown

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

TestingCI/CD & Deploy~100%Model AccessAgent OrchestrationEvaluation & Benchmarks
pypi:evalview · local packagepublished 1 mo ago
CompactPromptMCP serverMCP
by gtkcyber
Unknown

Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

Prompt Management~100%
pypi:compactprompt · local packagepublished 3 mo ago
codabench-mcpMCP serverMCP
by harshitAgr
Unknown

MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.

Evaluation & Benchmarks~100%
pypi:codabench-mcp · local packagepublished 5 mo ago
Poly-Glot AI WorkspaceMCP serverMCP
by hmoses
Unknown

Multilingual MCP tools: prompts, Compare Mode, 38 languages, transcription, translation, BYOM.

Translation~91%Prompt Management~79%
https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp
Bee — The Progressive Intelligence EngineMCP serverMCP
by cuilabs
Unknown

Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.

Model Access
pypi:bee-sdk · local packagepublished 1 mo ago
rtcfMCP serverMCP
by hengkp
Unknown

Turns rough requests into sharp Role/Task/Context/Format prompts. Thai and English.

Prompt Management~79%
https://rtcf.happlen.com/api/mcp
Send EmailMCP serverMCP
by hal9ai
Unknown

Send emails from natural language prompts.

Email~100%Prompt Management~79%
https://next.hal9.ai/mcp/mcpbuild/send-email
mcp-judgeMCP serverMCP
by giachi85it-ux
Unknown

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

Evaluation & Benchmarks~69%
https://mcp-judge.onrender.com/mcp
SpendShieldMCP serverMCP
by felixpg13-glitch
Unknown

Authorization layer between AI agents and money: ALLOW/APPROVAL/DENY, budgets, audit.

Payments~66%Prompt Management~64%
pypi:spendshield · local packagepublished 5 d ago
MCP Safety WardenMCP serverMCP
by gautamvarmadatla
Unknown

MCP proxy adding security scanning, behavioral profiling, risk gating, and safe tool call execution.

Prompt Management~64%
pypi:mcpsafetywarden · local packagepublished 26 d ago
cloud-auditMCP serverMCP
by gebalamariusz
Unknown

AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

Cloud PlatformsSecurity ScanningEvaluation & Benchmarks~69%CI/CD & Deploy~56%
pypi:cloud-audit · local packagepublished 2 mo ago
llmtrimMCP serverMCP
by fkiene
Unknown

MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

Prompt Management~79%
npm:@llmtrim/cli · local package
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Aliases

ai, llm, model