Npcpy

582

Provides an agent-based framework with command-line tools for integrating AI models into daily workflows.

LLM Gateway

17

Enables intelligent task delegation from high-capability AI agents to cost-effective LLMs through a Model Context Protocol (MCP) server.

MiniMax-01

3,247

Provides access to large language and vision-language models based on linear attention for various natural language and multimodal tasks.

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.

Ollama Deep Researcher

14

Performs in-depth research on topics using local LLMs via Ollama, accessible as MCP tools.

Outsource

26

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

All-In-One

93

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

Awesome MCP Servers

11

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

Smart AI Bridge

Orchestrates AI-powered development operations by intelligently routing queries across multiple backends with automatic failover and advanced error prevention.

Model Context Protocol Resources

260

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

Awesome MCP Servers

38

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

Minions

1,199

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

MCP Index

206

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

Browser Use

20

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

Ultimate

Empowers AI agents by providing unified access to a rich ecosystem of tools, cognitive systems, and specialized services through the Model Context Protocol.

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

68

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.

Claudette

Intelligently routes AI requests across multiple large language model providers to optimize for cost, performance, and reliability while maintaining quality.