Google tells you what exists. Faceabot tells you what holds up.
VOC OpenAPI gives AI agents authorized review and product data for insights, tagging, and listings.
MCP endpoint :https://open.voc.ai/mcp/catalog · website · measurements and detailsAmazon review intelligence via Shulex OpenAPI. 10 marketplaces, verified-purchase & Vine signals.
Package pypi :voc-amazon-reviews-mcp · website · measurements and detailsE-commerce competitor intelligence, VOC sentiment, Amazon ASIN analysis, Reddit growth playbooks.
MCP endpoint :https://smartcrawler.io/mcp/ · website · measurements and detailsOpenAPI version key shape, body discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/openapi-ok/mcp · website · measurements and detailsPaid OpenAPI audit and API change detection for agents. $0.10 USDC per analysis via x402 on Base.
MCP endpoint :https://agent.prh.news/mcp · website · measurements and detailsLint OpenAPI 3.x documents for missing security, responses, descriptions and versioning.
Package oci :ghcr.io/basitalisandhu/mcp-openapi-lint:0.1.1 · website · measurements and detailsMCP server for Webull OpenAPI: trading and market data access for AI assistants
Package pypi :webull-openapi-mcp · website · measurements and detailsMCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API
MCP endpoint :https://apim-agentforge-6lfm33.azure-api.net/openapi-lint/mcp · measurements and detailsMCP server that fronts any OpenAPI service: discover operations from its spec and call them
Package pypi :mcp-openapix · website · measurements and detailsType-safe MCP server for OpenAPI Sync to inspect, validate, and synchronize OpenAPI specs.
Package npm :openapi-sync-mcp · website · measurements and detailsTurn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
Package npm :mcp-openapi · website · measurements and detailsNavigate and query OpenAPI specs with fuzzy search, pagination, and API testing
Package pypi :openapi-navigator · website · measurements and detailsOpenAPI lifecycle guard and MCP sidecar for policy-driven API orchestration.
Package npm :x-openapi-flow · website · measurements and detailsTurn any OpenAPI/Swagger spec into MCP tools — each operation an SSRF-guarded tool.
Package npm :@infoinlet/mcp-openapi · website · measurements and detailsLocal read-only OpenAPI and Swagger inspection with secret-safe schema summaries. Tools include...
Package npm :openapi-scout-mcp · website · measurements and detailsNational Library of Korea Seoji OpenAPI search via REST API and local metadata harvesting
Package mcpb :https://github.com/rubato103/nl-openapi-mcp/releases/download/v0.1.0/nl-openapi-mcp.mcpb · website · measurements and detailsLoad OpenAPI 2.x/3.x specs and expose generic tools to discover and call multiple APIs.
Package npm :openapi-dynamic-mcp · website · measurements and detailsTurn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.
Package npm :mcp-openapi-runner · website · measurements and detailsKorean official statistics (KOSIS) — tables, metadata and observations
Package mcpb :https://github.com/rubatoyd/kosis-openapi-mcp/releases/download/v0.1.0/kosis-openapi-mcp.mcpb · website · measurements and detailsFinds the lines in an OpenAPI file that publish an endpoint with no authentication, an API key in th
Package npm :@readystack/openapi-security-contract-lint · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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