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validate

MCP Server Tools & Capabilities Low risk

Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL. Typed verdicts with fix hints. Metered API + MCP.

对 AI 生成产物进行确定性验证:JSON Schema、OpenAPI 响应、SQL。带有修复提示的类型化判定。提供计量 API + MCP。

How to install

MCP Server npx -y @machinegrade/validate

About

machinegrade validate Validate AI-generated artifacts against a contract before you act on them: **json_schema** — validate artifact against a JSON Schema (all errors collected). **openapi_response** — validate a response body against the response schema for a given path + method + status in an OpenAPI spec. **sql** — check a SQL string for syntax errors in a given dialect. Every check returns a **verdict**, not an error: {valid, errors, latency_ms}, HTTP 200 whether the artifact is valid or not. Only genuinely wrong requests (bad key, unsupported type, malformed body, over your limit) get typ…

Recommendation signals

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Meta

License
MIT
Language
TypeScript
GitHub stars
1
mo. downloads
156
Last push
2026-07-26
Created
2026-07-12

Links

Basic safety check

Findings
None
Sources
curated:punkpeye/awesome-mcp-servers
Topics
ai-agents, json-schema, mcp, mcp-server, openapi, sql, validation

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