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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

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.

mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP servers with UI widgets, and debug with built-in inspector. Includes client SDK, server SDK, React hooks, and powerful

The implementation of Model Context Protocol (MCP) server for VictoriaLogs.

The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

The implementation of Model Context Protocol (MCP) server for VictoriaTraces

Video editing MCP server for AI agents. 87 FFmpeg and Hyperframes tools, Python client, and CLI. Local, fast, free.

MCP server for video analysis — extracts transcripts, key frames, OCR text, and metadata from video URLs. Supports Loom and direct video files.

MCP server for VirusTotal API — analyze URLs, files, IPs, and domains with comprehensive security reports, relationship analysis, and pagination support.

The implementation of Model Context Protocol (MCP) server for VMAnomaly

Remote desktop control for AI

A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP server implementations.

MCP server and CLI tool for interacting with the Internet Archive's Wayback Machine

A MCP server providing real-time web search capabilities to any AI model.

Model Context Protocol for WinDBG

An MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffic, parse .pcap files, apply display filters, follow streams, and export JSON - all via Claude Desktop, VS Code

Connect your chat repl to wolfram alpha computational intelligence

MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.

这是一个MCP客户端，让你轻松配置各个大模型，对接各种MCP Server而开发。This is an MCP client that allows you to easily configure various large models and develop interfaces with various MCP servers.

X/Twitter research MCP for Claude, Cursor, Windsurf and any MCP-compatible AI agent

A self-evolving MCP server that gives AI agents control of any macOS app. 71 consolidated per-app tools across 50+ apps. Self-healing. 80 tests. MIT.

Real-time stock API with Python, MCP server example, yfinance stock analysis dashboard

MCP server retrieving transcripts of YouTube videos

Give AI agents a safe, self-hosted OWASP ZAP operator for guided web security scans, findings, reports, and production guardrails.

MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

MCP server that exposes Zotero library operations as tools for Claude. Supports searching, browsing collections, adding items by DOI, importing PDFs with fulltext indexing, open access PDF discove

MCP server for Zuul CI — debug build failures, search logs, manage pipelines, and monitor jobs from Claude, Cursor, or any MCP client

INFATON MCP Server — 35 tools for 1C:Enterprise ERP via Model Context Protocol (JSON-RPC 2.0). Digital twins, AI agents, BSL.

MCP Server for Acumatica ERP

Compiler-driven MCP framework for Kotlin Multiplatform

Unlock 650+ MCP servers tools in your favorite agentic framework.

This text introduces the Model Context Protocol (MCP) for AI interaction, exploring Google Apps Script (GAS) as a server option. It shows feasibility with a sample but notes the lack of a GAS SDK, aim

The evaluation benchmark on MCP servers

Control center for managing MCP servers with project-based organization, web UI, and audit logging.

Cross-platform C SDK for Model Context Protocol (MCP), in modern🚀 C23.