MCP Utils
A Python package with utilities and helpers for building MCP-compliant servers, often using Flask and Redis.
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Compliant Llm
Build Secure and Compliant AI agents and MCP Servers. YC W23
Google A2A Agent Example
Example implementation of the Google A2A protocol with a Flask server and Python client. Includes web search integration via MCP
Gemini
Integrates with Google's Gemini API to enable text generation, analysis, and chat conversations through a Flask-based RESTful server that securely manages API…
Notebook Intelligence
# Notebook Intelligence Notebook Intelligence (NBI) is an AI coding assistant and extensible AI framework for JupyterLab. It can use GitHub Copilot or AI…
Patronus MCP Server
# Patronus MCP Server An MCP server implementation for the Patronus SDK, providing a standardized interface for running powerful LLM system optimizations…
jsboige-mcp-servers
# jsboige-mcp-servers Collection de serveurs MCP (Model Context Protocol) pour étendre les capacités des modèles de langage (LLM)…
Flexible Key Value Extracting Mcp Server
# Flexible Key-Value Extracting MCP Server Version: 0.1.0 This MCP server extracts key-value pairs from arbitrary, noisy, or unstructured text using LLMs…
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…
local-llm-obsidian-knowledge-base
A template repository that includes a dev container for running a local LLM and included knowledge base. Add a git repo using `git subtree` or `git submodule`…
Gmail MCP Server
# Gmail MCP Server A Gmail integration with FastMCP (Model Control Protocol) that enables AI assistants to interact with Gmail through a set of tools and…
Nest Llm Aigent
Stdio Mcp Server 转为 RestFul，轻松部署与 Web 服务集成, mcp gateway
Pandas MCP Server
# Pandas-MCP Server [](https://opensource.org/licenses/MIT) [
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）
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…
Nest Llm Argent
Stdio Mcp Server 转为 RestFul，轻松部署与 Web 服务集成, mcp gateway
Tuteliq
<p align="center"> <img src="./assets/logo.png" alt="Tuteliq" width="200" /> </p> <h1 align="center">Tuteliq MCP Server</h1> <p align="center"> <strong>MCP…
MCP Server Go
# MCP Server Go [](https://goreportcard.com/report/github.com/shan…
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
Quick Example
# Standardizing LLM Interaction with MCP Servers Model Context Protocol, or MCP, is [an open protocol that standardizes how applications provide context to…
Model Context Protocol Servers in Quarkus/Java
This project provides multiple Model Context Protocol (MCP) servers implemented in Java using the Quarkus MCP server framework. These servers extend the…
MCP Server UV
A Model Context Protocol server for uv package manager
Mythsensus Mcp
# Mythsensus MCP > An MCP (Model Context Protocol) server that exposes the Mythsensus engine — > 26 ancient divination algorithms implemented in TypeScript —…
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…