AI & Machine Learning MCP Servers

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Open-source AI desktop assistant. Chat with multiple LLM providers (OpenAI, Claude, OpenRouter) in a native app with agentic tool use, MCP server support, and built-in file/shell tools.

A content moderation system that leverages OpenAI's moderation API through Google's Agent Development Kit (ADK) and Model Context Protocol (MCP).

A modular Python client for connecting to MCP servers, integrating with Anthropic Claude, and exposing a FastAPI-based API for handling queries and tool calls.

AI-powered chat interface for OrionBelt Analytics & Semantic Layer MCP servers. Built with Chainlit and Pydantic AI, supporting OpenRouter, Anthropic, OpenAI, MLX, and Ollama.

Model Context Protocol (MCP) server for intelligent task management, evaluation scoring, and session-based workflow tracking. Seamlessly integrates with AI assistants to provide structured task orchestration, real-time progress monitoring, and comprehensi

Multi-LLM deliberation council — MCP server + Claude Code skill. GPT-5, Gemini 2.5, Claude as peers. Vote, debate, synthesize, critique, MAV protocols.

MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.

a2a‑go is a reference Go implementation of the Agent‑to‑Agent (A2A) protocol by Google, including the proposed interoperability with the Model Context Protocol (MCP) from Anthropic.

Torvian Chatbot is a self-hosted chatbot platform with a Ktor backend and Compose Multiplatform clients, supporting OpenAI-compatible APIs, Ollama local models, and MCP tool calling with per-call user approval.

A complete hands-on repository covering modern Generative AI engineering using LangChain, LangGraph, LangSmith, and Model Context Protocol (MCP). This repository explores RAG systems, AI agents, workflow orchestration, observability, tool calling, memory, persistence, and production-ready AI application development.

A comprehensive, production-grade guide to Anthropic's Model Context Protocol (MCP). Master server primitives, transport layers, and orchestrate custom AI memory architectures.

Model Context Protocol server for the13f - institutional 13F intelligence in Claude Desktop, Cursor, and VS Code.

聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。

An end-to-end example demonstrating how to use Model Context Protocol (MCP) over STDIO in .NET to expose server-side tools and consume them from a client, then feed tool results into a local Ollama-hosted LLM for reasoning and response generation.

A Local Agentic School Management System using Model Context Protocol (MCP), LangGraph, and Ollama. Feature-rich PoC with SQLite data, PDF reporting, and an AI-driven Streamlit interface.

RAG memory for LLM agents over Garnet Vector Sets: store text as embeddings, recall by meaning.

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High-performance local RAG server in Rust that integrates with Claude Desktop via MCP. Search PDF documents privately using Ollama embeddings - no external API calls.

Official Telnyx Local Model Context Protocol (MCP) Server that enables interaction with powerful telephony, messaging, and AI assistant APIs. This server allows MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents and others to manage phone numbers, send messages, make calls, and create AI assistants.

Pharo Smalltalk implementation of Anthropic's Model Context Protocol (MCP) server specification. Enables LLMs like Claude to interact with Pharo applications.

Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM integration.

Sample MCP Server on Azure that lists images from Blob Storage and describes them using Azure OpenAI (gpt-4o vision).

MCP server for AI-powered image recognition and description using OpenAI vision models.