Ollama Hive MCP Server
# Ollama Hive MCP Server A TypeScript-based Model Context Protocol (MCP) server that integrates with Ollama models using LangChain. This server provides tools…
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Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
Awesome MCPs
An awesome collection of Model Context Protocol (MCP) tools
Engram
Engram is a production-ready memory system that gives AI agents persistent, searchable memory across conversations. Think of it as SQLite for agent state -…
Thoughtbox
# Thoughtbox [](https://smithery.ai/server/@Kastalien-Research/clear-thought-t…
Claude Desktop API Integration via MCP
# Claude Desktop API Integration via MCP This project develops a Machine Communication Protocol (MCP) Server to enable seamless integration between Claude…
model-context-protocol
A custom server project built using the Model Context Protocol (MCP) in Python. This repository documents my learning, experiments, and development progress.
Azure Container Apps - AI & MCP Playground
This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server…
Claude Code MCP Server
An MCP server that allows AI tools to interact with Claude Code programmatically with session continuity and async execution support.
MCP Chat with Claude
A typescript example for web app as the host connecting node mcp server
Ollama-MCP Bridge WebUI
A web interface connecting local Ollama LLMs to Model Context Protocol (MCP) servers. Enables open-source models to use file operations, web search, and…
Clarik Mcp Server
<div align="center"> # ✨ Clarik ### Clarity and memory for Claude. One install. [
Meridian
Shared memory and coordination for AI coding sessions. Persistent sprint board, human-in-the-loop queue, and parallel session protection. Works with Claude…
React Design Systems MCP
This is a Model Context Protocol (MCP) server that provides comprehensive information about AWS Cloudscape Design System components, along with code generation…
SpatialGrid MCP Chat Interface
# SpatialGrid MCP Chat Interface This project provides a modern chat interface for interacting with the SpatialGrid MCP (Model Context Protocol) server. ##…
homeassistant-mcp
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
MCP Starter Project
A super simple Starter to build your own MCP Server
Claude MCP Approval Server
MCP server with Whatsapp integration (Twilio) to remote approve Claude Code tool use
TxtAI Assistant MCP
Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing…
Mcp Agent Servers
This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app). ##…
Building a Watsonx.ai Chatbot Server with MCP in Python
How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.
OpenSumi
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
Browserbase MCP Server
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
Web Agent Protocol
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support