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Fixzi — MCP & API Schema Drift Monitor

Official

by rohitcodilya

Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.

Fixzi MCP Server (io.github.rohitcodilya/fixzi-mcp)

This MCP server monitors MCP servers, API contracts, and AI output schemas for schema drift. It detects when integrations break even if responses still return HTTP 200, classifies changes as breaking, warning, or info, and surfaces alerts so issues are identified before end users are impacted.

🛠️ Key Features

  • Monitor MCP servers, API contracts, and AI output schemas
  • Detect schema drift despite HTTP 200 responses
  • Classify changes into breaking, warning, and info
  • Provide monitors accessible via an MCP client

🚀 Use Cases

  • Catch breaking changes in MCP integrations before users encounter failures
  • Track API contract updates that affect AI tool behavior
  • Validate AI output schema stability for dependent workflows

⚡ Developer Benefits

  • Query and operate monitors directly from MCP clients (e.g., Claude Code, Cursor)
  • Earlier visibility into contract/schema changes for integration maintenance

⚠️ Limitations

  • Described connection flow is based on HTTP transport and an Authorization Bearer token requirement for setup
Fixzi — MCP & API Schema Drift Monitor - agentage MCP Catalog