mcp-forge good first issues (Python)

Add `mcp-forge validate` CLI command — validate a server against MCP spec 27 days ago

enhancement good first issue cli

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `database` contrib router — async SQLAlchemy read-only tools about 1 month ago

enhancement good first issue contrib

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add docstrings to all public API symbols (100% docstring coverage) about 2 months ago

documentation good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `database` contrib router with async SQLAlchemy support about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add docstrings to all public API functions and classes about 2 months ago

documentation good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `mcp-forge validate` CLI command to verify MCP spec compliance about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `mcp-forge validate` CLI command to check server against MCP spec about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `examples/` directory with 3 minimal working servers about 2 months ago

documentation good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add docstrings to all public API methods in `mcp_forge/core/` about 2 months ago

documentation good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `structlog` structured logging integration about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `@resource` decorator — expose MCP resources alongside tools about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `mcp-forge validate` CLI command — validate a server against MCP spec about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `database` contrib router with async SQLAlchemy support about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add docstrings to all public API methods (100% coverage goal) about 2 months ago

documentation good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `mcp-forge validate` CLI command to check server against MCP spec about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add structured logging with `structlog` — replace bare `logging` calls about 2 months ago

enhancement good first issue dx

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `@resource` decorator — expose MCP resources alongside tools about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `mcp-forge validate` CLI command — validate a server against MCP spec about 2 months ago

enhancement good first issue cli

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `@resource` decorator for MCP Resources about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add `mcp-forge validate` CLI command about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

Add WebSocket transport about 2 months ago

enhancement good first issue

benni-os/mcp-forge

0

⚡ The FastAPI-style framework for building MCP servers in Python. Declarative tools, auto-schema, type validation, and one-command deploy.

Python

benni-os/mcp-forge

Open Issues Need Help