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Agentic ForgeBuild Efficient AI Agents

A research platform exploring smarter tool management, token-efficient formats, and seamless protocol interoperability for AI agents.

Agentic Forge

Who Is This For?

AudienceUse Case
AI EngineersBuilding production agents with multi-model routing and tool orchestration
MCP DevelopersNeed a gateway to aggregate multiple MCP servers into one interface
ResearchersExploring Tool RAG, TOON format, and agent efficiency optimizations
DevTools BuildersLooking for reference implementations of agent architectures

Example MCP Servers

Agentic Forge includes ready-to-use MCP servers to get you started:

ServerDescription
mcp-weatherWeather data via Open-Meteo API
mcp-web-searchWeb search via Brave Search API

Key Innovations

🧠 Tool RAG

Dynamic tool selection via semantic search. 60% context reduction measured, with accuracy improvements.

💾 TOON Format

Token-Oriented Object Notation for 15-40% token reduction in tool results, scaling with data size.

🌐 Protocol Interop

Seamless translation between OpenAI, Anthropic, Gemini formats and MCP protocol.

🔧 Smart Routing

Rule-based routing to select models and tools based on task characteristics.

🖼️ MCP Apps

Interactive UI components embedded in tool responses. Maps, forms, and visualizations render directly in the chat.

🔍 Observability

Hooks and middleware for logging, metrics, cost tracking, and custom logic injection.

Early Access

Agentic Forge is in active development. Core components are working - get started and try it yourself!

Building efficient AI agents