Query and manage SQLite databases
A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with
A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-archit
Lightweight local RAG MCP server for semantic vector search over markdown documents. Reduces token consumption by 40x with sqlite-vec and multilingual-e5-small embeddings. Supports filtered search by
RemoteAgent MCP Server is a lightweight, containerized runtime designed to bridge Model Context Protocol (MCP) with modern AI platforms. It enables developers to connect large language models (LLMs) l
Test, score, and inspect n8n workflows via MCP. Config-driven test suites with two-tier scoring, lightweight execution traces, and a built-in node catalog with 436+ nodes.
Greet people by name with a simple hello. Validate your setup and workflows in seconds. Use it as a lightweight sanity check during development.
Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body.
A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.
<p align="center"> <a href="https://github.com/trimstray/the-book-of-secret-knowledge"> <img src="https://github.com/trimstray/the-book-of-secret-knowledge/blob/master/static/img/the-book-of-secret-kn
Enhance your applications with intelligent thought processing capabilities. Leverage advanced language models to generate, analyze, and manipulate ideas seamlessly. Transform your workflows with power
The Microsoft Learn MCP Server is a remote MCP Server that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official docume
An interactive decision menu for ChatGPT Apps SDK connectors. Surface contextual choices on every assistant turn—at the start of a reply, at the end, or both. If your agent returns `proposedItems`,
Discover top contributors by file, branch, or PR area to route reviews and clarify ownership. Assess pull requests with impact metrics to surface risky changes and long-tail hotspots. Visualize reposi
Provide AI-powered security analysis and safety instruction tools to protect AI agents during MCP interactions. Analyze text content for harmful or inappropriate material and enhance user prompts with
Access comprehensive market data to research stocks, companies, indexes, ETFs, crypto, forex, and macroeconomics. Retrieve real-time quotes, financial statements, ratios, technical indicators, news, S
This project implements a **Model Context Protocol (MCP) server** that acts as an architectural gatekeeper between an AI coding agent and the file system.
Leverage Anchor Browser's infrastructure for scalable, geo-targeted, and anti-detection browser automation without local dependencies. Simplify browser automation with fast, structured data access and
<div align="center"> <img src="https://github.com/bgauryy/octocode-mcp/raw/main/packages/octocode-mcp/assets/logo_white.png" width="400px" alt="Octocode Logo">
Visualize tabular data as polished charts in seconds. Personalize themes and layout, then render bar, line, pie, and more—with smart suggestions for field mapping. Follow a guided workflow to optimi
Analyze GitHub repositories to uncover contributor impact, PR complexity, and author work patterns. Get recommendations on key contributors and visualize activity storylines across folders and files.