MCP Forge

Docs in.Server out.

Give it any API. MCP Forge writes an MCP server, tests it, fixes what breaks, and puts it online.

One loop, start to finish.

It reads the docs.

Tavily pulls the live API reference, so nothing comes from stale memory.

It writes the server.

Nemotron 3 Super plans the tools, then writes the server and its tests.

It breaks it, then fixes it.

Tests run in a Nebius Serverless Job. Nemotron 3 Nano repairs whatever fails.

It ships when it passes.

With every test green, the server goes live on a Nebius Serverless Endpoint.

Built on open infrastructure.

Open models write and repair the code. Nebius runs the tests and hosts the result.

NVIDIA Nemotron 3 Super on Nebius Token Factory

Writes the server and the tests.

Every tool gets a typed signature, a docstring, and tests with mocked HTTP.

@mcp.tool() async def forecast_7_day(city: str) -> list[dict]: """High, low and rain for the next seven days.""" lat, lon = await _locate(city)
NVIDIA Nemotron 3 Nano

Fixes what fails.

It reads the failing test and patches the cause.

- "rain_mm": d["rain_sum"][i]+ "rain_mm": d["precipitation_sum"][i]
Nebius Serverless Jobs

Tested in isolation.

Each round runs in a clean container.

Tavily

Fresh docs every time.

Search and extract read the current reference.

Nebius Serverless Endpoints

Live with a token.

Paste one config block into any MCP client.

/mcp

Forge your first server.

Bring an API name. Leave with a live, tested MCP server.

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MCP Forge

Welcome to MCP Forge

Two quick questions, then you can forge your first server.

What will you build servers for?