travissmith
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← All AI engineering modules

MCP Servers

record AI06 evidence implementation reviewed group Tools & workflows
README.md

What I built

Four Python MCP servers and 11 tools for document search, SQL, filesystem and web access; SDK stdio harness; schemas, restrictions and audit chains. Additional TypeScript server code.

Result

Implemented four Python MCP servers and 11 tools. All 27 calls matched expected outcomes across 24 fixture-based conformance scenarios, including expected refusals.

Evaluation setup and selected results

September 7 conformance: 24 scenarios, 27 calls matching expected outcomes, 27 audit entries. Expected refusals count as correct outcomes. Fixture-based protocol/tool evaluation, not an LLM agent success benchmark.

Compare the evaluation evidence →

About the evidence

Based on source review and saved project artifacts. Recorded measurements apply to the stated model, dataset and configuration; they are not claims of a current production deployment.