ratel-ai/ratel
quality grade A, 83 out of 100Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Model Context Protocol servers and clients, plugin systems and third-party tool connectors.
Signals: mcp, model-context-protocol, mcp-server, mcp-client, function-calling, plugins, integrations, tool-calling
845 results
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
Open-source semantic layer: one cube for Excel (MDX/XMLA), dashboards, and AI agents (MCP). Mondrian + Apache Calcite.
An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.
一款全面的、便捷的cocos creator AI MCP服务插件,适用于3.8.0以上cocos版本,一键安装,一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos versions above 3.8.0, one-click installation and one-click start.
Build your HUMAN.md.
mcp store manager, add & syncs MCP server configurations across clients like Claude code, Cursor💡mcphub
Next.js Development for Coding Agent
Apache Doris MCP Server
Zerodha Kite MCP server
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
PostgreSQL ➕ REST, low-code, simplify and accelerate development, ⚡ instant, realtime, high-performance on any Postgres application, existing or new, MCP server
Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.
Yazelix Nova is a Nix-packaged terminal workspace built from focused first-party components, including Mars, Nova Zellij, Nova Helix, Yazi, Nushell, Ratconfig, popups, status widgets, cursors, and Anima.
Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.
Cross-Platform, Agent-Native Universal Log Viewer.
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
Official Python SDK for the Vulners vulnerability-intelligence API — search CVEs, exploits and advisories (CVSS/EPSS/KEV), audit software, Linux/Windows hosts and SBOMs, and stream the whole graph. Typed sync + async clients, 100% v3-compatible, with a built-in MCP server for AI agents.
MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.
CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.
Mapbox Model Context Protocol (MCP) server
一款支持godot开源引擎的的mcp插件,支持常见godot引擎操作,使用Godot原生实现MCPServer,无需安装依赖,开箱即用,支持多种AI工具调用。An MCP plugin that supports the open-source Godot engine, enabling common Godot engine operations. It implements the MCP Server using Godot's native HTTP, requires no dependency installation, is ready to use out of the box, and supports invocation by various AI tools.
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
24,538 repositories in the index in total.