AI & ML MCP 服务
LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Hares — MCP security scanner
io.github.alialrikabi313
Multi-layer security scanner for MCP servers and agent skills (injection, exfiltration)

Writio
io.github.alexlarcheveque
LinkedIn-native AI content creation, scheduling & analytics via MCP.

Fast Mcp Telegram
io.github.alexeyleshchenko
Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API

Makers Page Mcp
io.github.alexcloudstar
Marketing Assistant MCP: draft, approve, and publish posts to X from your coding agent.

WARDEN — MCP Security Firewall
io.github.alexar76
MCP security firewall: vet tool definitions before they reach the model.

AIMarket Oracle Gateway
io.github.alexar76
Stdio MCP: 17 verifiable AIMarket oracles, 35 pay-per-call tools for AI agents.

Dwarf Fortress (DFHack)
io.github.alexanderolvera
MCP server exposing a live Dwarf Fortress fort to an AI agent as curated, semantic tools

WebReaper
io.github.alex-on-ai
AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.

Shopify Multi Store
io.github.alex-brecher
Connect AI agents to multiple Shopify Admin stores for reports, comparisons, and guarded updates.

Agentpay
io.github.alefnt
AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hold Invoice escrow.

Labs Mcp
io.github.albertbolanoss
MCP Server with AI-powered tools including ElevenLabs text-to-speech for realistic voice synthesis.

Observe Instrument Mcp
io.github.alanzha2
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

TypesenseKit
io.github.akshitkrnagpal
95 typed Typesense operations for AI agents through an MCP server that is read-only by default.

ZulipChat MCP Server
io.github.akougkas
ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics

Akeyless Agentic Runtime Authority
io.github.akeyless-community
Secretless database and cloud access via Akeyless RTA. Credentials never enter the model.

Agentreader Mcp
io.github.ajanani1
11 pay-per-call web tools for AI agents, auto-paid in USDC on Base via x402. No API keys.

Pixel Squads
io.github.aitor-alt
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in a live office

Onchain Safety Mcp
io.github.aitools420
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Monad, Base & BSC

Syncpen
io.github.airbuzz
The markdown workspace your AI can read, search, and suggest edits in — every change signed.

Air Blackbox Mcp
io.github.airblackbox
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.

AIRAS
io.github.airas-org
Automated AI research toolkit: hypothesis generation, experiments, and paper writing

Apiany Mcp
io.github.ailingqu
APIAny MCP server for model discovery, pricing, docs, and integration examples.

GitHub
io.github.aifity
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.

Prism Scanner
io.github.aidongise-cell
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.