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  • F
    license
    Not graded
    quality
    D
    maintenance
    A simple application demonstrating Model Context Protocol (MCP) integration with FastAPI and Streamlit, allowing users to interact with LLMs through a clean interface.
    3
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  • A
    license
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    quality
    C
    maintenance
    Enables connecting distributed MCP servers into an encrypted, self-healing peer-to-peer swarm mesh with dynamic discovery, unified capability aggregation, delegated task routing, and consensus-based multi-agent orchestration, along with a Streamlit control center for monitoring and management.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables users to run an autonomous sales pipeline through MCP tools for lead generation, enrichment, personalized message drafting, and simulated or live outreach. It supports n8n orchestration and Streamlit dashboard monitoring with SQLite-backed lead and message tracking.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A pluggable and observable Retrieval-Augmented Generation framework that exposes hybrid search and document management tools via the Model Context Protocol. It features a complete ingestion pipeline with multi-modal support, automated evaluation using Ragas, and a Streamlit dashboard for real-time tracking.
    1
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables natural language data exploration and visualization for PostgreSQL databases. It allows users to convert questions into SQL queries and interact with data through a Streamlit web interface featuring automated chart generation.
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