heshengtao/super-agent-party
Super Agent Party is a next-generation middleware platform that upgrades LLM APIs to advanced Agent APIs with MCP support and enables one-click deployment to social platforms like QQ.
Awesome MCP › Weekly › 2025-10-21
2025-10-21
Agent Orchestration Platforms
Agent Platforms
joinly-ai/joinly
Joinly.ai is an open-source middleware platform that enables AI agents to join and actively participate in video meetings using a Model Context Protocol server, supporting real-time interaction and multiple meeting platforms.
PV-Bhat/vibe-check-mcp-server
Vibe Check MCP is a research-backed MCP server that acts as an AI meta-mentor to prevent over-engineering and reasoning lock-in in AI agent workflows by implementing strategic pattern interrupts and metacognitive oversight.
humanlayer/agentcontrolplane
Agent Control Plane (ACP) is a cloud-native distributed agent scheduler on Kubernetes designed for orchestrating outer-loop AI agents with asynchronous tool calls and full Model Context Protocol (MCP) support.
Databases
Azure-Samples/SQL-AI-samples
A comprehensive repository of samples demonstrating AI application development using Azure SQL Database, including a Model Context Protocol (MCP) server implementation for MSSQL databases.
executeautomation/mcp-database-server
MCP Database Server is an MCP server that enables database connectivity and operations for SQLite, SQL Server, PostgreSQL, and MySQL databases within the Model Context Protocol framework.
apache/doris-mcp-server
Apache Doris MCP Server is a backend service implementing the Model Context Protocol to enable secure, scalable, and efficient interaction with Apache Doris databases, featuring advanced authentication, query execution, and metadata management capabilities.
Desktop & Mobile Clients
mcp-router/mcp-router
MCP Router is a secure, cross-platform desktop application for centralized management and monitoring of multiple Model Context Protocol (MCP) servers with advanced AI agent integration and detailed logging.
milisp/mcp-linker
MCP Linker is a cross-platform Tauri GUI application that enables one-click setup, management, and synchronization of MCP servers across multiple AI clients, enhancing usability within the Model Context Protocol ecosystem.
Desktop Automation
CursorTouch/Windows-MCP
Windows-MCP is a lightweight, open-source MCP server that enables seamless integration and automation between AI agents using LLMs and the Windows operating system, supporting a wide range of UI interactions and system controls.
Omar-V2/mcp-ical
mcp-ical is an MCP server that enables natural language interaction with macOS Calendar for creating, managing, and querying events through conversational commands.
Gateways
mcpjungle/MCPJungle
MCPJungle is a self-hosted MCP server registry and gateway that centralizes the management and discovery of MCP servers and tools for AI agents and organizations.
Knowledge & Memory
kagisearch/kagimcp
Kagi MCP server is an MCP server that integrates Kagi's search and summarization tools into MCP-compatible applications to enhance information retrieval and summarization capabilities.
Media & Creativity
sunriseapps/imagesorcery-mcp
ImageSorcery MCP is an MCP server that provides AI assistants with powerful local image processing and computer vision tools, including object detection, OCR, and image editing capabilities.
Other MCP Servers
ihor-sokoliuk/mcp-searxng
mcp-searxng is an MCP server implementation that integrates the SearXNG API to provide advanced web search capabilities within the Model Context Protocol ecosystem.
sylphxltd/pdf-reader-mcp
pdf-reader-mcp is an MCP server that enables AI agents to securely read and extract text, metadata, and page counts from PDF files, supporting both local and URL sources with structured JSON output for seamless integration.
spences10/mcp-omnisearch
MCP-Omnisearch is an MCP server that unifies access to multiple search engines, AI tools, and content processing services through a single interface, enhancing AI-driven search and content workflows.
isaacphi/mcp-gdrive
isaacphi/mcp-gdrive is an MCP server that integrates Google Drive and Google Sheets functionalities, enabling file listing, reading, searching, and editing within the Model Context Protocol ecosystem.
Security & Reverse Engineering
Wh0am123/MCP-Kali-Server
MCP Kali Server is a lightweight API bridge that connects MCP clients to a Kali Linux machine, enabling AI-assisted penetration testing and command execution for offensive security tasks.
zinja-coder/apktool-mcp-server
apktool-mcp-server is an MCP server integrating Apk Tool with Model Context Protocol to provide live, AI-assisted Android APK reverse engineering and vulnerability analysis using LLMs like Claude.
Social & Messaging
adhikasp/mcp-reddit
mcp-reddit is a Model Context Protocol server that provides tools to fetch and analyze Reddit content, including hot threads, detailed posts, and comments from various subreddits.
chaindead/telegram-mcp
Telegram-mcp is an MCP server bridging Telegram API and AI assistants to manage dialogs, messages, drafts, and read statuses using the Model Context Protocol.
dryeab/mcp-telegram
mcp-telegram is a server that connects Large Language Models to Telegram via the Model Context Protocol, enabling AI agents to interact with Telegram for messaging, search, draft management, and media handling.
BurtTheCoder/mcp-maigret
mcp-maigret is an MCP server integrating the Maigret OSINT tool to perform username searches and URL analyses across social networks, providing multi-format reports and seamless integration with MCP-compatible applications like Claude Desktop.
Software Development
szeider/consult7
Consult7 is an MCP server that enables AI agents to leverage large context window language models for analyzing extensive file collections beyond their native context limits.
context-hub/generator
CTX is a tool that generates structured context documentation from various sources and serves it via an MCP server to enable AI models like Claude to access and understand codebases efficiently.
apollographql/apollo-mcp-server
Apollo MCP Server exposes GraphQL operations as Model Context Protocol (MCP) tools, enabling integration of GraphQL within the MCP ecosystem.
Arenukvern/mcp_flutter
mcp_flutter is an MCP server for Dart VM and Flutter that enables dynamic registration of custom tools and integrates AI-powered development tools to enhance Flutter app debugging and development.
Govcraft/rust-docs-mcp-server
Rust Docs MCP Server is an MCP server that provides AI coding assistants with up-to-date Rust crate documentation using semantic search and OpenAI models to improve code suggestion accuracy.
TypeScript
yuniko-software/minecraft-mcp-server
Minecraft MCP Server is a bot that uses the Model Context Protocol and Mineflayer API to allow AI models like Claude to control a Minecraft character in real-time through natural language commands.
jasonjmcghee/WebMCP
WebMCP is a protocol and toolkit enabling websites to act as MCP servers, sharing tools and resources securely with client-side large language models to enhance user interactions.
andrea9293/mcp-documentation-server
MCP Documentation Server is a TypeScript-based MCP server providing local-first document management and AI-powered semantic search with Google Gemini AI integration for advanced document analysis and contextual understanding.