Agent Tool Specification Auditor

Turn OpenAPI 3.x or Swagger operations into agent-ready tool names, input schemas, response schemas, auth and risk metadata.

Compare two OpenAPI 3.0/3.1 specs (JSON or YAML) and emit per-endpoint / per-operation / per-schema change rows with a `breaking` flag. Pairs with the api-response-delta-monitor.

Audits a public OpenAPI or Swagger document and returns endpoint inventory, documentation gaps, security-scheme coverage, and mutating-operation flags without calling any API operation.

Deterministically audits supplied OpenAPI or Swagger text for endpoint inventory, documentation gaps, security-declaration coverage, and mutating-operation flags without calling any described API operation.

Audit an agent tool scope and return an evidence-backed deliverable with findings, recommended actions, and completion metadata.

MCP Tool Schema Validator

junipr/mcp-tool-schema-validator

Validate MCP tool schemas and manifests for agent-readiness, input/output clarity, and common schema mistakes.

MCP Readiness Auditor

junipr/mcp-readiness-auditor

Audit tools/actors for MCP and AI-agent readiness: schemas, docs, examples, tasks, and outputs.

Agent-Readiness Checker — is your site usable by AI agents?

petteridev/agent-readiness-checker

Score any website for AI-agent readiness: MCP server, agent.json, llms.txt, OpenAPI, JSON-LD catalog and x402/MPP payments. Built by AsterPay.

AI Commerce Agent Readiness Auditor

trovevault/ai-commerce-agent-readiness-auditor

Audits e-commerce sites for AI-agent shopping readiness with machine access, product schema, search, cart, policy, task friction, and fixes.

Audit public Apify Actor pages for Store-readiness, quality signals, monetization fit, pricing advice, and concrete fixes.