Enhances any agent's reasoning capabilities by integrating the think-tools, as described in Anthropic's article.

Standards for building agents, better

Design principles for agent ergonomics. Higher accuracy with lower token cost than both MCP and regular CLI.

Maven Central dependency intelligence for JVM build tools. Supports all build tools (Maven, Gradle, SBT, Mill) with Context7 integration for documentation support.

A Claude-integrated tool enabling direct questions to ChatGPT desktop, viewing history, and continuing conversations with robust macOS UI automation.

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

Interact with your Reaper (Digital Audio Workstation) projects.

HTTP-driven browser automation with UI and dashboard, enabling agents to perform complex web tasks and rapid research.

Twitter/X Data · User Profiles · Tweet Search · Follower Events · KOL Tracking

Node.js MCP server enabling AI agents to securely interact with Webflow sites via OAuth and the Webflow SDK.

An MCP server that connects to the Discogs API for interacting with your music collection.

search-mcp)** (by isnow890) - MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

Automates conversion of any OpenAPI v3 API into a fully interoperable interface with zero-code integration and automatic endpoint mapping.

Memgraph-focused gateway enabling LLMs to run queries, fetch schema, and perform graph analytics via a standardized protocol.

Allows LLMs to discover, summarize, and discuss QA Sphere test cases inside AI-powered IDEs.

Ultra-light framework enabling memory-backed, tool-driven autonomous agents with native skill support and multi-model streaming.

Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. 通用智能体操作系统，打造你私有的垂类通用智能体。新一代AI应用设计、开发、实践平台，无需代码，轻松创建，适合各类人群，支持多种端发布及API，提供完善的工作流、插件以及应用开发能力，RAG知识库与数据表存储能力，MCP接入以及开放能力。

docker mcp CLI plugin / MCP Gateway

Build Claude Code–style deep agents in Python: tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, and unlimited context — all on Pydantic AI.

An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.).

Crate-focused, up-to-date Rust documentation powered by embeddings and semantic search to boost code assistants with precise API insights.

Executes Manim scripts locally to render animations, saves outputs, and supports cleanup with portable configuration.

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

MCP server helping models to understand your Vite/Nuxt app better.