Local AI on Windows

Enables a self-hosted AI environment on Windows, integrating Ollama, Open WebUI, and MCP for local language model management and chat interaction.

Outsource

23

Enables AI applications to delegate tasks to multiple model providers through a unified interface.

All-In-One

86

Provides an all-in-one Model Context Protocol (MCP) server with AI search, RAG, and integrations for services like GitLab, Jira, and Confluence.

Model Context Protocol Resources

254

A collection of guides, utilities, clients, and servers developed while exploring and implementing the Model Context Protocol (MCP).

Awesome MCP Servers

35

Maintains a curated list of Model Context Protocol (MCP) servers.

Minions

1,160

Enables collaboration between small, on-device LLMs and larger cloud-based models for cost-efficient language processing.

MCP Index

182

Maintains an ever-growing list of open source MCP servers.

Awesome MCP Servers

A curated list for discovering and exploring Model Context Protocol (MCP) server implementations and related tools.

Browser Use

19

Automates browser interactions using Python scripts for tasks like screenshot capture, HTML retrieval, JavaScript execution, and console log extraction.

Skyvern

14,325

Automates browser-based workflows using LLMs and computer vision for robust and adaptable web interactions.

Think MCP Host

Enables seamless integration of Model Context Protocol (MCP) resources, tools, and prompts into conversations powered by various language models, vision language models, and reasoning models.

Multi-AI Advisor

64

Queries multiple Ollama models and combines their responses to provide diverse AI perspectives on a single question.

Awesome MCP Servers Directory

Provides a categorized collection of Model Context Protocol (MCP) servers, facilitating discovery and utilization of AI model integrations.

Awesome MCP Servers

14

Maintains a comprehensive directory of publicly accessible Model Context Protocol (MCP) servers, enabling interaction between large language models and external systems.

Google Search Tool

Executes Google searches and extracts results by bypassing anti-bot mechanisms, offering both command-line and real-time search capabilities for AI assistants.

Converse

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

Langroid

3,705

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).

Nonead Universal Robots

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