AI / ML MCP Servers

Design intelligence for AI-generated UI. Essence spec, registry, drift detection, and critique.

Gemini Mcp Tool

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

AI image generation and editing MCP server. Gemini + OpenAI, iterative editing, undo/redo.

Npcpy

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Agents are not bots. Prove it. MCP-native identity declaration for authorized agents.

Shared knowledge base for AI agents. Search and contribute solutions to technical problems.

S3 Documentation MCP Server

A lightweight Model Context Protocol (MCP) server that brings RAG (Retrieval-Augmented Generation) capabilities to your LLM over Markdown documentation stored on S3.

Mineru Tianshu

天枢 - 企业级 AI 一站式数据预处理平台 | PDF/Office转Markdown | 支持MCP协议AI助手集成 | Vue3+FastAPI全栈方案 | 文档解析 | 多模态信息提取

Bridge Claude Code with Perplexity Comet for autonomous browsing and tab management

Roampal Core

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.

Connect AI agents to SocioLogic's synthetic persona platform for market research.

Aivectormemory

aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Server enabling persistent, cross-session memory for AI-powered IDEs via vector search.

Claude Total Memory

Persistent memory MCP server for Claude Code & Codex CLI — self-improving agent with 4-tier search, 20 tools

FalkorDB MCPServer

FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorDB

Python Mcp Agent Workshop

A workshop for building AI agents using the Model Context Protocol (MCP) in Python. This project demonstrates how to create MCP servers, implement custom tools, and configure intelligent agents for code analysis.

First MCP server for Grok. URL-based AI context using IANA .faf format.

Granola Mcp Server

Local granola-ai-mcp-server

Autonomous DeFi yield for AI agents on Base. Query APY, simulate splits, manage treasury.

An MCP server that provides access to the ColabFit database

Opencode Mcp

MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencode-mcp with Claude Desktop, Claude Code, Cursor, Windsurf, or any MCP client.