Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
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AWS CLI
Interact with AWS services using the AWS CLI. Requires AWS CLI to be installed and configured.
Zen MCP
Orchestrates multiple AI models like Claude and Gemini for enhanced code analysis, problem-solving, and collaborative development.
GitHub Kanban MCP Server
It is a Model Context Protocol (MCP) server that manages GitHub issues in a kanban board format and streamlines LLM task management. It integrates fully with…
MCP Discovery Action
MCP Discovery Action is a GitHub Action that runs the MCP Discovery CLI to create, update, or print MCP server capability details in a Markdown or other…
Python Mcp Server Sample
### uvのインストール ``` curl -LsSf https://astral.sh/uv/install.sh | sh ``` ### Pythonプロジェクトを作成 ``` # mcp-server-demoというPythonプロジェクトを作成 uv init mcp-server-demo ```…
🌤️ FastMCP Weather Server
A production-ready weather MCP server built with FastMCP and TypeScript for Claude Desktop, VS Code, and Cursor integration.
Postcodes UK MCP Server
# Postcodes UK MCP Server <img src="readme_files/logo.png" width="300" height="300" /> ## Overview Postcodes UK MCP Server provides an efficient way to…
mcp-tool-server-redis
A MCP server which provides tools function to get/set key-value pairs data backed by Redis
Unflick
Unflick — a modern video player for humans and AI. GUI + full CLI + built-in MCP server (39 tools): drive playback, clip, transcribe, and search your media…
Oss Autopilot
Open source contribution manager with PR tracking across repos, issue discovery, CI
Agentmail
Compliance & verification toolkit for AI agents. Screen counterparties against real OFAC sanctions data (782 crypto wallets + 19,086 names + 16 embargoed…
sec-mcp: Security Checking Toolkit
A Python toolkit providing security checks for domains, URLs, IPs, and more. Integrate easily into any Python application, use via terminal CLI, or run as an…
MCP Weather Server
A lightweight Model Context Protocol (MCP) server designed for handling weather data, with a Command-Line Interface (CLI) client for interaction. This project…
my-mcp-server
# my-mcp-server A Model Context Protocol (MCP) server built with mcp-framework. ## Quick Start ```bash # Install dependencies npm install # Build the project…
StackSherpa
Intelligent API recommendation engine that silently picks the best APIs for your stack. Analyzes your project profile, compliance requirements, past decisions…
SettleMesh
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login, database, usage billing) with one command, then charge the signed-in end user…
Memory server for AI Chat with MCP interface
This is the MCP server with memory interface. It can be used with an AI Chat tool as a memory service
NATS MCP Server
MCP server for NATS messaging system using NATS CLI - enabling AI agents to interact with NATS messaging
Beans MCP
MCP (Model Context Protocol) server for Beans issue tracker. Provides programmatic and CLI interfaces for AI-powered interactions with Beans workspaces.
Heap Seance
Java memory leak diagnostics via MCP. Channels jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler into a structured investigation workflow with…
🌤️ Weather MCP Server
# 🌤️ Weather MCP Server **weather-mcp-server** is a simple MCP (Model Context Protocol) server that provides real-time weather alerts and forecasting data…
MCP example Netlify Express
 # MCP example Netlify Express **View this demo…
Bernstein - Multi-agent orchestration
Deterministic, verifiable orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). Reproducible parallel runs in git worktrees, signed…