AI & Machine Learning MCP Servers

AI services, embeddings, LLM integration

2,891 servers

windbg-mcp

36
Manual

An MCP (Model Context Protocol) server that turns all pybag Windows debugger functions into native MCP tools. It lets MCP-compatible clients (Claude Desktop, Claude Code, Cowork, OpenAI Codex CLI, Cursor, and custom agents) control user-mode processes, kernel sessions, and crash dump analysis via structured JSON calls.

82

LLaMa-MCP-Streamlit

36
Manual Caution 57

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

43

agentic-mcp-client

36
Manual Caution 67

A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.

41

mcp-mistral-ocr

36
Manual

Model Context Protocol (MCP) Server for Mistral OCR API

37

soulshack

36
Manual

soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell tools and mcp server support.

29

flutter-ai-labs

36
Manual

A curated collection of LLM-powered Flutter apps built using RAG, AI Agents, Multi-Agent Systems, MCP, and Voice Agents.

23

Via

36
Manual

Via - Built by Vektor Memory - is the universal integration layer for AI tools. It connects Claude, Cursor, Windsurf, ChatGPT, LangChain, and every other AI tool to a shared context, task, and memory bus, so your work follows you across every tool, every session, and every machine.

8

gmail-attachments-mcp

36
uvx

A minimal MCP server and CLI for downloading Gmail attachments to disk.

3

inspectrum

36
npx Caution 75

Universal MCP server for multi-LLM plan review

2

md-vision

36
npx

Read markdown with inlined images and index headings for agentic RAG workflows.

1

mcp-aemps

36
npx

MCP server for the Spanish AEMPS CIMA pharmaceutical registry — npm wrapper that delegates to `uvx mcp-aemps`.

1

io.github.david-eve-za/nvidia-nim-mcp

36
npx Auth Required

MCP server for NVIDIA NIM - 50+ LLMs, multimodal, image gen, embeddings, reranking

1

@iflow-mcp/aws-mcp

36
npx Caution 70

A [Model Context Protocol (MCP)](https://www.anthropic.com/news/model-context-protocol) server that enables AI assistants like Claude to interact with your AWS environment. This allows for natural language querying and management of your AWS resources dur

@winds-ai/autonomous-frontend-browser-tools

36
npx

Autonomous Frontend Browser Tools — npx setup UI, connector server, Chrome extension, MCP server bin

317/wk

elevenlabs-mcp-server

36
uvx Caution 62

A Model Context Protocol server providing ElevenLabs text-to-speech integration

iflow-mcp_delynchoong-azure-openai-agent-multi-mcp-starter

36
uvx Caution 62

A starter template for building Model Context Protocol (MCP) agents using Azure OpenAI

redfox-ai-search-mcp

36
uvx Caution 62

RedFoxHub AI Search MCP server: Kimi/Doubao/Deepseek/Yuanbao/Qianwen/Baidu web search with auto polling

@marketmasher/mcp-server

36
npx Caution 70

Model Context Protocol server for MarketMasher. Lets Claude, ChatGPT, and other MCP-capable agents drive MarketMasher campaigns on behalf of the user.

ruts-mcp

36
uvx Caution 77

MCP server for ruTS: statistics of Russian texts as tools for LLM agents

telai-mcp

36
npx

MCP Server for telefonieren.ai - Manage AI phone agents from Claude Desktop

@notic/agent-engine

36
npx

A lightweight, elegant, and feature-complete TypeScript AI Agent framework

bringskills-mcp-server

36
npx

MCP Server for BringSkills - AI Skills Marketplace. Use skills across Claude Code, Cursor, Codex, Windsurf, and 10+ AI agents.

iflow-mcp_bilalileri-echopilot-ollama-px4-mcp

36
uvx Caution 62

A Voice-Controlled Drone Agent MCP Server

@xberg-io/opencode-liter-llm

36
npx

Universal LLM API client for 165 providers — chat, streaming, tools, embeddings, search, OCR, plus an OpenAI-compatible proxy and an MCP server.

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