Standardizing LLM Interaction with MCP Servers
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
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Ollama MCP Chat
Ollama MCP Chat is a desktop chatbot application that integrates Ollama's local LLM models with MCP (Model Context Protocol) servers
MCP LLM Bridge
A Simple bridge from Ollama to a fetch url mcp server
Compliant Llm
Build Secure and Compliant AI agents and MCP Servers. YC W23
🧠 Archive Agent
Find your files with natural language and ask questions.
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…
MCP demo (DeepSeek as Client's LLM)
Run a MCP client & server demo with DeepSeek API
Llm Guard Privacy Gateway
# LLM-Guard 隐私网关 一个基于MCP协议的隐私保护网关，用于在LLM应用中检测和过滤敏感信息。 ## 功能特性 1. **PII脱敏**：自动识别文本中的中文人名、手机号、邮箱，并将其替换为占位符 2. **密钥拦截**：检测常见的API Key、阿里云AccessKey以及RSA私钥 3…
solon-ai-mcp-embedded-examples
solon ai(&mcp) embedded examples。支持 MCP_2025_06_18（mcp streamable）。示例项目包括各种框架嵌入：（Solon、SpringBoot、jFinal、Vert.X、Quarkus、Micronaut）
SelfMemory
It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add…
HR Policy Chatbot
Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF…
MCP Chatbot
An intelligent chatbot for automating tasks like browser control, web searches, and travel planning.
arXiv Chatbot
A local chatbot for searching and interacting with arXiv documents using LangChain.
Imagine if you could turn an LLM into a simulator
AgentTorch MCP Server - Imagine if your models could simulate
MCP Knowledge Base
A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a…
Nest Llm Aigent
Stdio Mcp Server 转为 RestFul，轻松部署与 Web 服务集成, mcp gateway
Vercel Ai Chat Mcp
Add mcp servers to vercel's open source ai chat
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…
Nest Llm Argent
Stdio Mcp Server 转为 RestFul，轻松部署与 Web 服务集成, mcp gateway
Jentic
# Jentic SDK & MCP Plugin [Beta] Jentic MCP empowers AI agent builders to discover and integrate external APIs and workflows rapidly—without writing or…
Multi LLM Cross-Check MCP Server
A Model Control Protocol (MCP) server that allows cross-checking responses from multiple LLM providers simultaneously. It integrates with Claude Desktop as an…
⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP Server: Enhance Your LLM ⚡
⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius' L1B3RT4S
Jsonaut
Repair malformed JSON from LLM tool calls and agent-to-agent handoffs — fixes trailing commas, single quotes, truncation, markdown code fences, comments, and…
MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…