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基于 mcp-go 框架构建的 mcp 服务，它提供了一个能动态生成 ECharts 图表页面的工具。

一个基于 MCP (Model Context Protocol) 的邮件服务，支持 LLM 发送带附件的电子邮件及在指定目录中搜索文件。提供安全的 SMTP 传输、多收件人支持和附件模式匹配搜索功能，适用于 Gmail、Outlook、Yahoo、QQ 邮箱和网易 126 邮箱等主流邮箱服务。

Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API

Model Context Protocol (MCP) server for ISO27001: A stateful Model Context Protocol (MCP) server that gives Claude a complete ISO 27001:2022 Information Security Management System (ISMS). Ask Claude t

OSCAL tools for AI agents

MCP Server for Power BI

A generic mcp server fuzzer

MCP Server to expose the GDB debugging capabilities

A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

MCP server that exposes YepCode processes as callable tools for AI platforms. Securely connect AI assistants to your YepCode workflows, APIs, and automations.

A MCP server connecting to managed indexes on LlamaCloud

An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

MCP Server implemented in JavaScript using Node.js that demonstrates how to build an MCP server with a custom prompt and custom tools, including one that loads an environment variable from a configura

MCP Server for Node.js API documentation

Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

MCP server for Polarion ALM — read and write documents, work items, test runs, traceability links, and comments from any MCP-compatible AI assistant

Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents

An official Qdrant Model Context Protocol (MCP) server implementation

MCP Server Security Standard (MSSS): an open, testable security control standard for certifying MCP servers, with levels, evidence requirements, and reporting schemas.

Spec-Driven Development MCP Server, not just Vibe Coding

StarRocks MCP (Model Context Protocol) Server

💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. Features Do

A rich MCP server for Things

MCP Server for Wazuh SIEM

MCP server tailored to connecting web crawler data and archives

Overview

Give your AI assistant superpowers for Zotero plugin development. 25 tools for screenshots, DOM inspection, JavaScript execution, build integration, and debugging via Model Context Protocol.

Wireshark-like forensic analysis for Model Context Protocol communications Capture, inspect, and investigate all HTTP requests and responses between your IDE and MCP servers

MCP server for Shodan — search internet-connected devices, IP reconnaissance, DNS lookups, and CVE/CPE vulnerability intelligence. Works with Claude Code, Codex, Gemini CLI, and Claude Desktop.

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking

Context compression for MCP. Same upstream call, exact results recoverable.

mcp smolagents demo

Unified MCP server — 41 sports API providers, 396 tools in one process: scores, stats, odds, esports, F1/MotoGP/NASCAR, EuroLeague, chess, AFL, boxing & more across 70+ sports. 19 work with no API key

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring

Secure SSH access for AI agents via MCP. Execute commands across your server fleet with policy enforcement, network controls, and comprehensive audit logging.

A lightweight Model Context Protocol (MCP) server for Stata. Execute commands, inspect data, retrieve stored results (r()/e()), and view graphs in your chat interface. Built for economists who want to

MCP server + CLI for Statistics Canada (StatCan) — access 7,000+ Canadian statistical tables via WDS and SDMX REST APIs

Give your AI Agent a whole IDE, not just the files

The MCP Strava Server facilitates seamless integration between Strava APIs and Claude for Desktop.

Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

Hi, I’m Amanda 🌷

MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

Expose Taskfile tasks as MCP tools.

A comprehensive and efficient MCP server for task management with multi-format support (Markdown, JSON, YAML)

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

Connect Telegram to Claude AI — messages, media, reactions, polls, scheduled messages & more. Hosted version: mcp-telegram.com (QR login, 30 sec setup). Built on GramJS/MTProto.

This repository contains a template for creating a Model Context Protocol (MCP) applications in .NET.

MCP Test Server

MCP server for Toggl Track integration with intelligent caching and reporting tools

Real-time Claude.ai/Codex subscription awareness for AI coding assistants. Surfaces your live Session 5hr and Weekly 7day utilization, forecasts when you'll hit the limit, gates expensive operations b

MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvement

A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.

Composable data security plane for Model Context Protocol. Pluggable layers — collect, analyze, guard — across 50+ enterprise providers. Open architecture.

Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers.

MCP Server for Text to Speech

VOICEVOX MCP Server (MCP Apps対応)

A TypeScript SDK for implementing Model Context Protocol (MCP) over MQTT, supporting both browser and Node.js environments.

基于MCP(Model Context Protocol)的智能聊天应用，支持Web和桌面环境。集成OpenAI/Anthropic API，提供MCP服务器的所有工具能力。简洁现代的UI设计，支持跨平台部署。

MCP-Universe is a comprehensive framework designed for RL training, benchmarking, and developing AI agents for general tool-use.

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.