index.md

layout	hero	features
home	name text tagline image actions Agentic Forge Build Efficient AI Agents A research platform exploring smarter tool management, token-efficient formats, and seamless protocol interoperability for AI agents. src alt /logo.png Agentic Forge theme text link brand Get Started /docs/getting-started theme text link alt View Gallery /docs/gallery theme text link alt GitHub https://github.com/agentic-forge	icon title details link 🎯 Orchestrator Standalone LLM loop management with model routing, tool routing, and observability hooks. /docs/orchestrator icon title details link 🛡️ Armory Like OpenRouter for tools — one unified MCP interface to many backends (MCP servers, REST APIs, local functions). /docs/armory icon title details link 💬 forge-ui Vue.js chat interface with SSE streaming, tool call visualization, and conversation management. /docs/forge-ui icon title details link 🔨 Anvil CLI and web-based inspector for testing and debugging MCP servers during development. /docs/anvil

<style> .VPHero .VPImage { max-width: 180px; margin-bottom: 24px; } </style>

Who Is This For?

Audience	Use Case
AI Engineers	Building production agents with multi-model routing and tool orchestration
MCP Developers	Need a gateway to aggregate multiple MCP servers into one interface
Researchers	Exploring Tool RAG, TOON format, and agent efficiency optimizations
DevTools Builders	Looking for reference implementations of agent architectures

Example MCP Servers

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

Server	Description
mcp-weather	Weather data via Open-Meteo API
mcp-web-search	Web 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.

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