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MCP Servers

mcp-rails is a Ruby on Rails gem that builds on top of the mcp-rb library to seamlessly integrate MCP (Model Context Protocol) servers into your Rails application.

A comprehensive suite of Model Context Protocol (MCP) servers from Kukapay.

一个用于与语雀 API 集成的 Model-Context-Protocol (MCP) 服务器。此实现受 Figma-Context-MCP 的启发,并使用 语雀开放 API。

A production-ready for seamless integration between Wazuh SIEM and Large Language Models (LLMs).

Publish MATLAB functions as MCP tools for AI agents using MATLAB Production Server

Model Context Protocol (MCP) server that gives LLM agents and chatbots direct access to the World Bank's Data360 Platform.

An SDK for building MCP (Model Context Protocol) servers and clients in Scala 3 using boilerplate-less, type-safe APIs based on Tapir and sttp, supporting the variety of the Scala ecosystem.

Showing how to transition from a naive agent to an MCP agent in 3 steps

Strimzi Kafka CLI is a CLI that helps traditional Apache Kafka users -both developers and administrators- to easily adapt to Strimzi, a Kubernetes operator for Apache Kafka.

Full documentation is available at buildkite.com/docs/apis/mcp-server.

A conversational AI agent and voice assistant application built with the LiveKit Agents framework, capable of using Model Context Protocol (MCP) tools to interact with external services for SRE and...

A collection of AI-assisted automation tools for and , built around the Model Context Protocol (MCP).
Agent Skills

论文柯南 · numeric forensics for paper source-data · signal not verdict

Curated AI agent skills for Go projects.

Open agent skills for Alpaca's Trading API and Broker API. Each skill is a SKILL.md file with step-by-step instructions your AI coding assistant follows when you ask it to complete a task, such as...

Curated collection of AI agent skills for Hermes and other agent frameworks

Multi-harness control protocol that turns requests into approved design contracts, orchestrating isolated worker sessions for sequential implementation and independent code reviews under Orca...

provide for AI agents, helping them build complete automated document workflows. Before large-model reasoning begins, ComPDF Skills can handle document parsing, OCR, data extraction, and structured...

Comprehensive best practices for building applications with the TanStack ecosystem. These skills provide AI coding agents with structured guidelines for TanStack Query, TanStack Router, and TanStack...

AI agents should not give project advice from vibes.

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

Running 5 AI agents in parallel is easy. Making them not break each other's code is the hard part.

A curated list of high-signal resources for (formerly , originally ): frameworks, skills, tooling, deployments, and real-world use cases.

for creating, directing, validating, and delivering image, video, audio, voice, music, 3D, avatar, and interactive media.