ollama-MCP-server
# ollama-MCP-server Ollamaと通信するModel Context Protocol (MCP) サーバー ## 概要 このMCPサーバーは、ローカルのOllama LLMインスタンスとMCP互換アプリケーションの間でシームレスな統合を可能にし、高度なタスク分解、評価、ワークフロー管理を提供します…
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MCP vs Manual vs A2A Nginx Installation
# MCP vs Manual vs A2A Nginx Installation ## Introduction This project simulates three different approaches to setting up a server (e.g., Nginx): 1. A…
Mcp Agentbay
# Wuying AgentBay MCP Server English | [中文](README_zh.md) [](https://opensource.org/licenses…
Mesh Agent MCP Server
# Mesh Agent MCP Server  A Model Context Protocol (MCP) server that…
MCP GraphQL
# MCP GraphQL [](https://smithery.ai/server/@setyolegowo/mcp-server-graphql) ##…
MCP Easy Installer
MCP easy installer is a robust mcp server with tools to search, install, configure, repair and uninstall MCP servers
Supavec MCP Server
# Supavec MCP Server A [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that enables AI assistants to fetch relevant embeddings and…
llm-mcp-server-template
llm-mcp-server-template is a template project for developing LLM-MCP (Model Context Protocol) servers. It demonstrates a simple number comparison server and…
MCP Server (mcp-tools)
# MCP Server (mcp-tools) This project contains a general MCP server designed to provide tools for AI agents, communicating via stdin/stdout using the Model…
🌐 Loominus MCP (Under Development)
# 🌐 Loominus MCP (Under Development) **Visual Node-Based Builder for Model Context Protocol (MCP) Servers & Agents.** ## 🔥 Why Loominus MCP? MCP tools and…
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…
FastAPI MCP Server + LangChain Client Example
Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using `fastapi-mcp`. Includes a basic LangChain agent…
Vertex AI MCP Server
[](https://mseep.ai/app/shariqriazz-vertex-ai-mcp-server)…
Contextual MCP Server
# Contextual MCP Server A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server…
Demo MCP Server
Demo MCP Server is a demo blocklet that hosts an MCP (Model Context Protocol) server. It is a full-stack dapp application containing both server and client…
Sugra API MCP
Official MCP server for the Sugra API, giving AI agents source-attributed access to 1,500+ endpoints across 36 data domains from 160+ primary sources. Covers…
Google Agent Platform Docs
# mcp-google-agent-platform-docs MCP server providing Google AI platform documentation to AI agents. [
Jentic
# Jentic SDK & MCP Plugin [Beta] Jentic MCP empowers AI agent builders to discover and integrate external APIs and workflows rapidly—without writing or…
FastAPI-MCP
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
MCP + Ollama Local Tool Calling Example
# MCP + Ollama Local Tool Calling Example This project demonstrates how a local AI agent can **understand user queries** and **automatically call Python…
Claude MCP Server
# 🧠 Meta-Optimized Hybrid Reasoning Framework **by Ryan Oates** **License: Dual — AGPLv3 + Peer Production License (PPL)** **Contact…
Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
llm-mcp
llm-mcp is an LLM plugin that adds Model Context Protocol (MCP) support, enabling LLMs to use tools from any MCP server. It integrates with the LLM…
Nest Llm Argent
Stdio Mcp Server 转为 RestFul，轻松部署与 Web 服务集成, mcp gateway