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Aggregates free tiers from dozens of LLM providers into a single OpenAI-compatible /v1 API endpoint, with smart routing and failover.

An autonomous MCP agent designed for deep web and local research, providing detailed, factual, and unbiased reports with citations for any given task.

MaxKB

1Panel-dev

MaxKB is an open-source platform for building enterprise-grade AI agents, integrating RAG, workflow engines, and MCP tool-use for smart Q&A and automation.

FunASR is an open-source speech recognition toolkit providing training, inference, and various audio processing pipelines, with OpenAI-compatible/MCP serving capabilities.

Enables AI agents to control the Unity Editor, manage assets, edit scripts, and automate game development tasks using natural language.

Lemonade is a local AI server that enables users to run optimized LLMs on their own hardware for chat, coding, speech, and image generation, connecting via standard APIs like OpenAI or Anthropic.

This MCP server allows AI agents to generate in-depth research reports rapidly, supporting various LLMs and web search engines with local data processing.

AssetOpsBench

IBM

AssetOpsBench provides a unified framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance.

This MCP server enables AI assistants to use Gemini CLI (now Antigravity CLI) for analyzing large files and understanding codebases with high token windows.

llm-wiki-compiler

atomicstrata

Compiles raw source materials into an interlinked knowledge wiki, enabling LLMs and AI agents to access and utilize structured information.

This official MATLAB MCP Server enables AI applications like Claude Code to start MATLAB, write, run, and assess MATLAB code.

An official Qdrant MCP server providing tools to store and retrieve information as semantic memory for LLM applications.

A Python library providing primitives for research and development with multimodal LLMs, agentic AI, and knowledge graphs, supporting local and cloud models.

ros-mcp-server

robotmcp

This MCP server connects AI agents to ROS-enabled robots, allowing LLMs to control and monitor robot states in real-time.

Arkon is a self-hosted enterprise AI knowledge hub and MCP server that provides structured RAG context to LLMs.

Inkeep Agents allows building and shipping AI assistants and multi-agent workflows using a no-code visual builder or TypeScript SDK.

This MCP server provides a full-stack Java enterprise management platform for Xiaozhi ESP32 smart hardware, integrating various AI models for voice interaction and device control.

This MCP server and Zotero plugin allow your AI assistants like Claude to deeply integrate with Zotero, enabling smart search, content extraction, and semantic analysis of your literature library.

This open-source AI workspace, inspired by leading LLMs, supports multiple AI providers and powerful tools like MCP protocol, web search, and code execution for various tasks.

This MCP server provides a model-neutral coding runtime for any AI agent, enabling safe execution of code, file management, and Git operations within a confined workspace.

This desktop MCP client allows AI agents to orchestrate and integrate various LLM APIs from different vendors.

A curated list of open-source AI projects with an MCP server, allowing agents to find projects for income generation.

This project provides an on-premises RAG solution with Docker containers, allowing AI agents like Claude to query local documents securely.

This MCP server allows agents to query and summarize chat messages from a user-configured chat database.