MCP • FastAPI • Next.js

Ultimate MCP AI Assistant

Spin up Firecrawl + Ragie MCP servers, activate configs, and chat through a modern Next.js interface powered by a FastAPI backend.

ServersFirecrawl + Ragie

Pre-wired MCP config with env placeholders

LLMOpenRouter / OpenAI

Configurable via env + standardized responses

APIFastAPI

Swagger docs, health check, CORS ready

FrontendNext.js 14

App Router, TypeScript, live MCP controls

Why this stack

Ready for production, focused on MCP

Opinionated defaults, clear env-driven config, and a smooth onboarding flow for MCP tools.

MCP-native

Built for Model Context Protocol with Firecrawl + Ragie servers.

Config-driven

Drop in your JSON, auto-resolves env vars, and spins up sessions.

FastAPI + Next.js

Typed APIs, standardized responses, modern React UI.

Secure by default

No hardcoded URLs/ports. Everything comes from .env files.

How it works

From env to chat in minutes

Follow the flow and you're chatting with MCP tools quickly.

1

Set API keys in .env and frontend/.env.local

2

Load example MCP config (Firecrawl + Ragie) or paste your own

3

Activate configuration to start an MCP session

4

Chat with the agent — tools are picked automatically

Ready to ship

Run locally, deploy anywhere.

Keep secrets in env files, start both servers, and you're live. No hardcoded URLs or ports.