Provider toolkit: JSON Schema → Pydantic codegen and validated FastMCP registration
Project description
scientifiq-mcp-provider
Toolkit for standalone Scientifiq MCP providers:
- Generate Pydantic models from per-tool JSON Schema (
input.v1.json/output.v1.json) - Register handlers on FastMCP with Pydantic input/output validation
Install
pip install -e packages/scientifiq-mcp-provider
Codegen
scientifiq-mcp-codegen \
--api-dir path/to/domain_api \
--handler-prefix my_pkg.domain_api
Writes domain_api/<domain>/_generated/python/pydantic_models.py (and tool_schemas.json).
$ref resolution: relative path from the referencing schema, then $id lookup under api_dir (so _shared/bbox.v1.json works).
Serve
from pathlib import Path
from scientifiq_mcp_provider import build_provider_server
mcp = build_provider_server(
name="my-provider",
api_dir=Path(__file__).parent / "domain_api",
handler_prefix="my_pkg.domain_api",
)
Tool names stay unprefixed; the gateway applies namespaces when proxying.
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