from mcp_forge import Forge

app = Forge(name="my-server", version="1.0.0")

@app.tool(description="Search the knowledge base")
async def search(query: str, limit: int = 10) -> list[dict]:
    """Returns ranked results for the given query."""
    ...  # your logic here

if __name__ == "__main__":
    app.run()  # STDIO — Claude Desktop / Cursor / VS Code ready

pip install mcp-forge
mcp-forge new my-server && cd my-server
mcp-forge run --reload

{
  "mcpServers": {
    "my-server": {
      "command": "python",
      "args": ["-m", "my_server"]
    }
  }
}

mcp-forge run --transport http --port 8080

from mcp_forge import Forge

app = Forge(name="calculator")

@app.tool()
def add(a: float, b: float) -> float:
    """Add two numbers."""
    return a + b

@app.tool()
def multiply(a: float, b: float) -> float:
    """Multiply two numbers."""
    return a * b

app.run()

from mcp_forge import Forge
from mcp_forge.contrib import memory, filesystem, web

app = Forge(name="agent-tools")
app.include(memory)      # remember(), recall(), forget(), list_memory()
app.include(filesystem)  # read_file(), write_file(), list_dir(), delete_file()
app.include(web)         # fetch_url()

app.run()

from mcp_forge import Forge, ForgeConfig

app = Forge(
    name="api-server",
    config=ForgeConfig(
        transport="http",
        port=8080,
        cors_origins=["*"],
        max_tool_timeout=30,
    ),
)

@app.tool()
async def summarize(text: str, max_words: int = 100) -> str:
    """Summarize text to a given word count."""
    ...

app.run()

from mcp_forge.testing import ForgeTestClient

client = ForgeTestClient(app)

def test_add():
    result = client.call("add", {"a": 2, "b": 3})
    assert result == 5

async def test_summarize_async():
    result = await client.acall("summarize", {"text": "Hello world"})
    assert isinstance(result, str)

mcp-forge
├── core/
│   ├── forge.py        ← Forge class — declarative app entrypoint
│   ├── schema.py       ← Auto JSON Schema from Pydantic v2 type hints
│   ├── validator.py    ← Input/output validation engine
│   ├── config.py       ← ForgeConfig dataclass
│   └── exceptions.py   ← MCP-aligned exception hierarchy
├── transports/
│   ├── stdio.py        ← STDIO — MCP spec 2024-11-05 compliant
│   ├── http.py         ← HTTP — FastAPI-based REST transport
│   └── sse.py          ← SSE — Server-Sent Events streaming
├── cli/
│   └── main.py         ← Typer CLI — new, run, list, build
└── contrib/
    ├── memory.py       ← Scoped in-process memory store
    ├── filesystem.py   ← Safe filesystem tools with path sandboxing
    └── web.py          ← HTTP fetch with timeout and error handling

# Core only (STDIO transport)
pip install mcp-forge

# With HTTP + SSE transports
pip install "mcp-forge[http]"

# Everything
pip install "mcp-forge[all]"

git clone https://github.com/nsfwbunny/mcp-forge
cd mcp-forge
pip install -e ".[dev]"
pytest