ActionMCP
ActionMCP is a Ruby gem that provides Model Context Protocol (MCP) server capability to Ruby on Rails applications. It is designed for production Rails…
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Forge MCP Server
Forge MCP Server is a Model Control Protocol (MCP) server that bridges Large Language Models (LLMs) to the Forge project scaffolding API. It enables AI…
RuleGo
⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.
MCP Inception MCP Server
A TypeScript-based server that allows calling other MCP clients from your own MCP client, facilitating task delegation and context window offloading for…
World Time
Provides location-based current time in ISO 8601 format using the World Time API through a lightweight Python FastMCP server.
AI Agents in Container
# AI Agents in Container # kasm Desktop ```bash docker run \ --name browser-use \ --shm-size=4096m \ -w /mnt \ -p 8080:6901 \ -e VNC_PW=password \ -id…
Tripwire
Context injection for AI agents via MCP. Define path-based policies in YAML — when an agent reads a matching file, relevant knowledge is auto-injected…
🤖 AI Agents with MCP Server
A production-grade, modular framework for deploying AI agents via a Multi-Channel Processing (MCP) server. It enables real-time inference, multi-source data…
LangChain MCP
# LangChain MCP #### This repository explores the Model Context Protocol (MCP) using LangChain. It includes two core components: ##### Twitter Server: Fetches…
AI Chat Linux Desktops Applications
Electron-based desktop applications for various AI chat platforms.
Dify MCP Server
A TypeScript-based server that integrates the Dify AI application platform with the MCP Client.
Penqwin
An AST-based Model Context Protocol (MCP) server that provides token-efficient codebase skeletons to LLM agents (like Cursor, Claude Desktop, and Antigravity).
SpinAI App
Integration of SpinAi Agent with Hubspot Mcp server
emojikey-server MCP Server
This server implements the Model Context Protocol for persisting LLM interaction styles as emoji-based context keys (“emojikeys”). It allows large language…
Ollama Pydantic Project
Created sample project for pydantic agent with local ollama model with mcp server integration.
Solana Agent Kit MCP Server
<div align="center"> # Solana Agent Kit MCP Server ## SendAI </div> A Solana Agent Kit implementation using the Model Context Protocol (MCP) for handling…
Bluesky
Integrates with the Bluesky social network to provide feed analysis, post suggestions, and community management through a reliable Go-based server with…
Bee Agent & Model Context Protocol with Backstage
A sample MCP Server and Agent that uses it to pull data from a Backstage instanace
Sentor
Stop guessing why ratings drop. Give your AI assistant Sentor and let it analyse thousands of reviews, pinpoint what to fix first, and surface the topics that…
Promptium
This project is a Java-based UI automation framework that integrates with Appium and utilizes LLMs (like Claude) to drive intelligent test actions on mobile…
MemoryMesh
This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
Your Money Left The Chat
A Rust + MCP powered financial tracker that knows exactly where your money ghosted you.
Tencent RTC MCP
It exposes Tencent RTC SDK documentation and Tencent RTC API resources to LLM-based tools. This improves the ability of LLM AI Agent to understand and interact…
Gemini API with MCP Tool Integration
AI agent that retrieves weather data from the MCP server to provide automated forecasts. Ideal for integration into weather-related applications.