Supercharge AI Agents, Safely
A retrieval-gated skill architecture for LLM agents that scales to hundreds of tools by exposing only the top-K relevant capabilities per request.
Orchestration MCP Server - Routes tool calls to MCP backends
Budget-aware context compilation and context firewall for tool-heavy AI agents.
Smart MCP router that routes tools by intent and reduces context rot for LLM hosts
The intelligent routing layer for MCP servers. Find the best tool for every agent task.
An AI assistant with hot-pluggable MCP tool servers — one Router Agent, dynamic tool discovery, and LLM-powered routing. Built with FastAPI, Redis, Ollama, Streamlit, and Prometheus.
Dynamic MCP multiplexer — one gateway, many upstream MCP servers.
Hot-pluggable MCP multi-agent assistant — tool servers load on-demand, execute, and auto-detach without restart. LLM-powered routing via Ollama, Redis-backed tool registry + chat history, Prometheus/Grafana observability, and a Streamlit UI. Add new tools by dropping a Python file.
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