AI & ML MCP 服务
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Impact Preview
io.github.agent-polis
Impact preview for AI agents - see what changes before any action executes.
Agent Index
io.github.agent-idx
P2P Agent Index MCP — publish and search decentralized web indexes over libp2p.
Agent Blueprint
io.github.agent-blueprint
Explore and download AI agent blueprints as Agent Skills directories for coding agents
Free Blueprints
io.github.agent-blueprint
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
Structured Data Validator
io.github.agenson-horrowitz
Validate, transform, and normalize structured data for AI agents.
Agent Output Guard
io.github.agenson-horrowitz
Validate and verify data from other agents before acting on it. Zero LLM costs.
Strata
io.github.agenerationforwordz-tech
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
Fathom MCP Server
io.github.agencyenterprise
Connect Claude to Fathom meeting recordings, transcripts, and summaries
Aiseo Audit
io.github.agencyenterprise
Audit web pages for AI search readiness with evidence-tiered factors and pipeline-stage scores.
Copilot Datagate
io.github.afurlane
Policy-driven, read-only MCP server for safe database access from AI tools.
Poshkan Paper Trading
io.github.afrazja
Paper trading for AI: live quotes, indicators, and virtual trades on stocks, crypto, and forex.
Songcheck Mcp
io.github.afghanfansmedia-ai
Is this song AI or human? Detect AI-generated music (Suno, Udio) from any AI agent.
Mcp Server
io.github.afferens
Real-time physical perception for AI agents — vision, spatial, acoustic, environmental
Zillow MCP Server
io.github.afanasenkoa
Zillow homes and agent contacts for AI agents — search by ZIP, by URL, or look up a zpid.
Model ID Cheatsheet
io.github.aezizhu
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
Aeron Wallet
io.github.aeronlabs
Non-custodial agent wallet for Robinhood Chain. Pays x402 requests in USDG.
Mailappmcp
io.github.aernouddekker
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
Mingle — Agent-Native Connection Protocol
io.github.aeoess
Meet the people you're looking for. Your agent composes, you approve. Nothing scores or ranks you.
Agent Passport System — Cryptographic Identity for AI Agents
io.github.aeoess
Cryptographic identity, delegation, governance, and commerce for AI agents. 152 tools.
DeepRecall - Product Safety Intelligence
io.github.adrida
Search 120,000+ recalled products from 8 global safety agencies using AI similarity.
abcop
io.github.adrianov
ABC complexity gate for AI-written code with an MCP inspection tool.
Adorbis Mcp
io.github.adorbistech
Adorbis AI MCP server. One key, 40+ models, auto-routed.
Leporis WhatsApp
io.github.admin-rstechie
Send and read WhatsApp messages on your Leporis account from AI coding agents, via your own API key.
Simmer
io.github.adlai88
Trade prediction markets with AI agents — skill discovery, autoresearch, and execution.