Qdrant with OpenAI Embeddings
Connects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling contextual document retrieval and knowledge base querying.
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OpenAI Agents
Exposes OpenAI's agent capabilities for web search, file search, and computer actions through specialized agents and a multi-agent orchestrator that…
OpenAI
A bridge to OpenAI's Chat Completion and Assistants APIs.
Hypd Ai Openai Ads
Enable AI agents such as Claude, Co-Pilot, Codex, and other compatible tools to create, manage, and optimize advertising campaigns on ChatGPT.
deAPI Mcp Server
# deAPI MCP Server Production-ready Model Context Protocol (MCP) server for the [deAPI](https://deapi.ai) REST API. This server exposes all deAPI AI…
Vuda (visual Ui Debug Agent)
# VUDA: Visual UI Debug Agent <a href="https://ibb.co/YTWc0mMQ"><img src="https://i.ibb.co/TqT4W6S2/VUDAbanner.png" alt="VUDAbanner" border="0"></a> [
Webpage Summary Agent with mcp-agent and qwen
Webpage Summary Agent with mcp-agent 、MCP servers and qwen.
Agent Toolbox
<div align="center"> # ⚡ Agent Toolbox **13 production-ready tools for AI agents — one API key, zero complexity.**…
FastAPI MCP Server + LangChain Client Example
Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using `fastapi-mcp`. Includes a basic LangChain agent…
Pin Wen
# Dive AI Agent 🤿 🤖  
🔍 🤖 🌐 Ollama Chat with MCP
This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper.
🌐 MCP-Server-101
This project 🌐 is a robust implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration and interaction with various…
Mapleflow
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI through one API key. Plus translation, weather, and utility endpoints. Pay per token…
LexiLint MCP — Offline Spell Check & BYOK Grammar for AI Assistants
Spell and grammar checking for AI assistants via Model Context Protocol. 100% offline spell check (zero tokens, zero API calls) using nspell. BYOK grammar…
Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP
🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation…
ForkMind
🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any…
MCP-ChatBot
MCP-ChatBot is a containerized chatbot application that uses the Modular Capability Protocol (MCP) to enable LLM interactions with external services. It…
MemGPT Sample
A simple, abridged MemGPT agent written in Spring Boot. Includes a running as a REST API or MCP server. Also includes a simple ChatBot App to interact with the…
MCP Knowledge Base
A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a…
🌐 Claude MCP Server Quickstart
# 🌐 Claude MCP Server Quickstart A ready-to-use implementation of the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that integrates…
Deliberation
A second opinion in Claude Code or any MCP host, from GPT, Gemini, Grok, and 400+ OpenRouter models. Seven domain experts review plans, find bugs, and weigh…
MCP to LangChain/LangGraph Adapter
Addapter that turns MCP server tools into langchain usable tools
MCP + Ollama Local Tool Calling Example
# MCP + Ollama Local Tool Calling Example This project demonstrates how a local AI agent can **understand user queries** and **automatically call Python…
MCP SERVER
With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support…