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

Companieswise
io.github.qinisolabs
Verified UK company lookup & validation for AI agents — Companies House data, snapshot or live.

Bizdays
io.github.qinisolabs
Verified business-day math for AI agents: holidays + per-country weekends, not guesses.

TAR Engine
io.github.qingxuantang
Audit AI skill safety before you ship. Static, semantic, adversarial, supply chain scans.

Agentdrop Mcp Server
io.github.qFlav
MCP server for AgentDrop - encrypted file transfer between AI agents across any host or network.

build123d MCP
io.github.pzfreo
AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

Codemesh
io.github.pyalwin
Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

Image Generation MCP Server
io.github.pvliesdonk
MCP server for AI image generation via OpenAI, Stable Diffusion (SD WebUI), or placeholders.

Putput Mcp
io.github.putput-io-dev
File uploads for AI agents. Upload, list, and manage files. No signup required.
World Model MCP
io.github.putervision
Persistent 3D/2D spatial world model for AI agents with entity tracking and simulation.
WebCrypt MCP Server
io.github.putervision
Zero-dependency Web Crypto & AI Agent MCP Server (AES-256-GCM, RSA-4096, PQC, Signatures).
Visual Memory MCP
io.github.putervision
Local visual UI cache for AI agents using perceptual hashing + CLIP to cut vision token use.
Strategic Agent Reasoning MCP
io.github.putervision
Strategic BDI reasoning engine for autonomous AI agents — goals, utility, and replanning.

Purmemo
io.github.purmemo-ai
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.

modelmux
io.github.pure-maple
Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart routing.

Smart Terminal
io.github.pungggi
MCP PTY server providing AI agents with real interactive terminal access

AI Visibility Index
io.github.pulse-digital-dev
AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.

Systemdox Runbooks
io.github.puglieseweb
Your runbooks as agent tools: scripts from runbooks.json served as typed, allowlisted MCP tools.

Pudge Ui
io.github.pudge-studio
Query pudge-ui — 93 skeuomorphic 2000s-era UI component specs — for coding-agent context.

Pubrio
io.github.pubrio
Glocalized business data layer for AI agents. Search companies, people, and signals.
PubNub MCP Server
io.github.pubnub
PubNub Model Context Protocol MCP Server for Cursor and Claude

Predictalot
io.github.psyb0t
Self-hosted MCP server for time-series forecasting and tabular ML via foundation models.

HybridS3
io.github.psyb0t
Self-hosted S3-compatible object storage server with an MCP interface for AI agents.

Codexbox
io.github.psyb0t
Self-hosted MCP server: run OpenAI Codex CLI prompts and manage workspace files.

Claudebox
io.github.psyb0t
Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP.