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Expose genai-tk tools and agents as MCP servers, generate standalone MCP scripts, and debug MCP configuration and tool adaptation.
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Based on SOC occupation classification
Build or modify LangChain, DeepAgent, DeerFlow profiles, agent tools, middleware, checkpointing, skills wiring, and the shared harness layer in genai-tk.
Work on BAML structured extraction, BAML CLI commands, processors, utilities, and Prefect BAML workflow integration in genai-tk.
Work on browser automation, sandbox browser tools, direct Playwright tools, AioSandbox backend, and sandbox CLI support in genai-tk.
Add or modify genai-tk Typer CLI commands, dynamic command registration, project scaffolding, and generated Copilot/agent support files.
Work on genai-tk OmegaConf configuration, profiles, overrides, env substitution, and config discovery. Use when editing config/*.yaml or genai_tk.config_mgmt.config_mngr.
Work on core LLM, embeddings, vector store, provider, cache, prompt, and retriever factories in genai-tk. Use when editing genai_tk/core or provider configuration.
| name | mcp-servers |
| description | Expose genai-tk tools and agents as MCP servers, generate standalone MCP scripts, and debug MCP configuration and tool adaptation. |
docs/mcp-servers.mdgenai_tk/mcp/config.pygenai_tk/mcp/server_builder.pygenai_tk/mcp/tool_adapter.pygenai_tk/mcp/script_generator.pyconfig/examples/tk_servers.yaml| Concept | Implementation |
|---|---|
| Server definition | config/examples/tk_servers.yaml under mcp_expose_servers |
| External server registry | config/mcp_servers.yaml under mcpServers |
| Tool factory loading | genai_tk/mcp/config.py, genai_tk/mcp/tool_adapter.py |
| Runtime server | genai_tk/mcp/server_builder.py |
| Standalone script | genai_tk/mcp/script_generator.py |
| CLI | genai_tk/mcp/cli_commands.py |
config/examples/tk_servers.yaml config first when exposing existing genai-tk assets.list, serve, and generate paths if CLI behavior changes.Use config/mcp_servers.yaml instead when configuring external MCP servers for agents to consume.
uv run cli mcp list
uv run cli mcp generate --name <name> --output /tmp/<name>_server.py
GENAITK_PROFILE=pytest uv run pytest tests/unit_tests/mcp -q