Converse

Provides a simplified, functional Node.js implementation of an MCP server with advanced chat and consensus capabilities.

Nonead Universal Robots

Enables natural language interactive control of Universal Robots through an intelligent middleware system integrating large language models.

Langroid

3,762

Enables building LLM-powered applications through a multi-agent programming paradigm.

Browser Use

Automates browser interactions using natural language commands via the Model Context Protocol (MCP).

nUR

Enables natural language interactive control of Universal Robots via the Model Control Protocol (MCP) by integrating a large language model (LLM).

Google Maps

Enables access to location services, directions, and place details using Google Maps.

Servers

Provides reference implementations for Model Context Protocol (MCP) servers, demonstrating how to give Large Language Models (LLMs) secure, controlled access to tools and data sources.

Enhanced Google Services

Integrates Google services like Gmail, Calendar, Drive, Sheets, and Keep with an intelligent multi-provider LLM fallback system for enhanced productivity.

NUR

Enables natural language control of Universal Robots using a large language model via the Model Control Protocol (MCP).

Awesome MCP Servers

12

Provides a curated list of resources related to Model Context Protocol (MCP) servers.

Code Audit

Performs intelligent, AI-powered code audits for security, quality, performance, and more using local Ollama models.

Browser Use

55

Automates browser interactions via natural language using the browser-use library and the Model Context Protocol.

Kingdom AI

Facilitates comprehensive and collaborative code review by orchestrating a team of six specialized AI experts.

WebSocket

Implements a Model Context Protocol (MCP) server and client using WebSockets for improved communication with local language models.

Sqlite Agent

Enables natural language interaction with SQLite databases using a local LLM via Ollama.

AI Cognitive Nexus

12

Orchestrates hierarchical AI teams for complex, multi-stage task execution through dynamic grouping and management of multiple AI agents.

Open Swarm

Enables the construction of intelligent, multi-agent systems with a modular, extensible framework.

Claude Sidekick

Integrates local Ollama models with Claude, enabling delegation of simpler tasks to conserve tokens for advanced reasoning.

Oauth2 Authorization Server

Provides an OAuth2 authorization server implementation using Spring Boot 3 and Java 24.

Ollama

Establishes a powerful bridge between Ollama and the Model Context Protocol (MCP), enabling seamless integration of local LLM capabilities into MCP-powered applications.

Claude Code OpenRouter

36

Integrate OpenRouter's vast collection of AI models directly into Claude Code through a local server.