784f988b07
* chore(mcp): display API endpoint tools in MCP URL generation - Add list of 24 API endpoint tools that are always available via MCP - Display API endpoints as green badges below scripts/flows list - Update tooltip to mention 'scripts, flows, and API endpoints' - Show count of available API endpoints in the UI API endpoints include operations for variables, resources, scripts, flows, jobs, schedules, and workers. Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com> * better * nit --------- Co-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com> Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
MCP Tools Generator
The generate_mcp_tools.py script parses the OpenAPI specification and generates Rust code for MCP (Model Context Protocol) tools.
Setup
cd backend/generate_mcp_endpoints_tools
pip install -r requirements.txt
Usage
python3 generate_mcp_tools.py
The script will:
- Parse
backend/windmill-api/openapi.yaml - Find all endpoints marked with
x-mcp-tool: true - Generate
backend/windmill-api/src/mcp_tools.rswith a const array of tools
Adding MCP Tools
To mark an endpoint as an MCP tool, add x-mcp-tool: true to the operation in the OpenAPI spec. You can also add x-mcp-instructions to complete the description of the tool with instructions on how to correctly use the endpoint:
/w/{workspace}/scripts/list:
get:
x-mcp-tool: true
x-mcp-instructions: you should call that with this or that arg
summary: list scripts in workspace
operationId: listScripts
# ... rest of endpoint definition