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Launch FastMCP synthetic data server for LLM agents#123

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ake2l merged 2 commits intodevelopmentfrom
feat/mcp
Nov 8, 2025
Merged

Launch FastMCP synthetic data server for LLM agents#123
ake2l merged 2 commits intodevelopmentfrom
feat/mcp

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@ake2l
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@ake2l ake2l commented Nov 8, 2025

Summary:

  • Deliver a production-ready FastMCP server with SSE mounting, optional API-key middleware, and resource registration so LLM agents can stream deterministic synthetic data from the existing DataMimic facade without duplicating business logic.
  • Harden the GenerateArgs contract with dataset-to-locale inference, mutual-exclusion guardrails, and deterministic payload serialization to keep Model Context Protocol requests reproducible at scale.
  • Publish JSON Schema resources, CLI tooling, and a quickstart guide plus runnable examples so teams can integrate the synthetic data generator into IDEs and agent runtimes in under a minute.
  • Lock in unit and end-to-end coverage that exercises list/generate tools, SSE networking, schema discovery, and determinism proofs to keep quality gates green for future domains.

ake2l added 2 commits November 8, 2025 16:30
Summary:
- Deliver a production-ready FastMCP server with SSE mounting, optional API-key middleware, and resource registration so LLM agents can stream deterministic synthetic data from the existing DataMimic facade without duplicating business logic.

- Harden the GenerateArgs contract with dataset-to-locale inference, mutual-exclusion guardrails, and deterministic payload serialization to keep Model Context Protocol requests reproducible at scale.

- Publish JSON Schema resources, CLI tooling, and a quickstart guide plus runnable examples so teams can integrate the synthetic data generator into IDEs and agent runtimes in under a minute.

- Lock in unit and end-to-end coverage that exercises list/generate tools, SSE networking, schema discovery, and determinism proofs to keep quality gates green for future domains.
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sonarqubecloud bot commented Nov 8, 2025

@ake2l ake2l merged commit 3729a43 into development Nov 8, 2025
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