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

Aihot Mcp
io.github.Jing7ao
AI HOT 资讯 MCP Server - 让 Claude Code 直接获取 AI 行业日报和动态

CyberHuaTuo
io.github.JinNing6
Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.

Gemini Image
io.github.JimothySnicket
Google Gemini image generation, editing, and local processing via MCP

Trello MCP Server
io.github.Jimdrews
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant

Proxy Doctor
io.github.Jiansen
Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, Windsurf)

Lethe
io.github.JesusGarcia9009
Context GC for LLM agents: offload large tool outputs and recall them to save tokens.

Agent Web Search
io.github.JerryLiu369
Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.

MCP Test Utils
io.github.JeenyJAI
Desktop UI automation for AI agents: verified clicks, wait_for, batch, UI Automation, OCR

IA-QA — 130+ QA & Dev Tools for AI Agents
io.github.JcJamet
A remote MCP endpoint offering over 130 QA and developer tools for testing AI agents, including prompt injection, RAG testing, VLM evaluation, and guardrails.

Maasy — AI Marketing Copilot
io.github.Jbelieve
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and skills for Claude.

Byakugan
io.github.JayOfemi
Private, on-device AI-text analysis including detection, AI-tell spans, and reuse overlap.

Omni Computer Use
io.github.Jason26214
Windows MCP server replicating Anthropic's computer-use tool surface, for any MCP client.

Computer Use Omni
io.github.Jason26214
A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.

Agent Guardrail MCP Server
io.github.JarvisOnM4
Action-level governance for AI agents -- control what they DO, not what they SAY

Agent Pulse
io.github.Janicezhhhh
A remote MCP endpoint that provides reproducible benchmarks and reliability evidence for agent tools.

WebPeel
io.github.JakeLiuMe
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escalation.

CAIT
io.github.JacobBruce
Core AI Toolkit - a modular MCP server that extends AI assistants with practical capabilities

User Prompt
io.github.Jacob-J-Thomas
An MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows.

AICIA AI Signal
io.github.Jack-mi
A closed-source remote MCP server that gives an assistant access to AI model benchmarks, costs, Hacker News signals, and a tech registry.
Lacuna Music
io.github.JOYLINK-LTD
Lets an assistant generate AI music tracks through the Lacuna Music API and poll generation tasks until they finish.

Shotflow Mcp
io.github.JOHNZhang-ui
ShotFlow MCP Server — AI分镜脚本与视频生成智能体,支持生成专业分镜、视频、镜头重生成、配额查询等能力。

Threadline Mcp
io.github.JKHeadley
Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config.

Moltbridge
io.github.JKHeadley
Agent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity.

K8gentS — Kubernetes RCA MCP Server
io.github.JDoornink
Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.