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Multi-agent orchestration middleware that coordinates between users, AI agents (LLMs), and business systems. It provides intelligent routing, conversation management, and API orchestration for building sophisticated AI-powered applications.

MCP-first analytics for Django/Wagtail package for tracking page view statistics with Redis and async processing

Hybrid Context Optimizer — Shell Hook + MCP Server. Reduces LLM token consumption by 89-99%. Single Rust binary, zero dependencies.

MCP Server bridging the Agent Network Protocol (ANP) with MCP agents — identity, discovery, messaging

A Model Context Protocol (MCP) App built with .NET that provides an interactive color picker with a rich UI

A unified Neo4j MCP server for GraphRAG: vector search, fulltext search, search-augmented Cypher queries, write operations, and multimodal image retrieval

MCP server for ITASCA PFC discrete element simulation control and documentation

WebSocket bridge for ITASCA PFC - runs inside PFC GUI to enable remote simulation control

MCP server for PingCode project management — manage projects, sprints, and work items via any MCP client.

A curated collection of open source fintech libraries and resources.

The issue tracker your AI agents are missing. Think Linear or Jira — but for your agents.

This project implements a production-ready Conversational (RAG) chatbot using LangChain, Groq’s LLaMA 3 model, ChromaDB, and HuggingFace embeddings. It supports persistent chat history across sessions using RunnableWithMessageHistory, and integrates modular prompting, document loading, and retriever-aware chains to handle context-aware multi-chats.

Compile docs, chats, and APIs into runnable artifacts—code, workflows, and agent specs—with retrieval, tenant-scoped isolation, policy gates, tests, and repair loops.

Replace Claude Code's default spinner phrases with over 90 custom Russian phrases to add unique character during agent processing.

Agentic AI for generating song lyrics in particular style

Guild MCP Server — AI Guild workflow pack tools via Model Context Protocol

Persistent AI companion layer — memory, personality, knowledge via MCP

Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqueness.

Connect AI agents to licensed insurance brokers in France via MCP. Quotes, appointments, WhatsApp.

Python SDK for the Modus trust infrastructure platform