MCP Checkpoint continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥

MCP to interact with PowerBI REST APIs, run DAX Queries

Penpot MCP server

A SEC EDGAR MCP (Model Context Protocol) Server

Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with semantic search across 20,000+ subreddits.

Semantic router for MCP ecosystems - discover and execute tools across multiple servers with intelligent context management.

Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for building powerful local LLM applications, AI agents, and custom chatbots

A Model Context Protocol Server for Home Assistant

Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP

Grapheteria: A structured framework bringing uniformity to agent orchestration!

Model Context Protocol Servers for Milvus