{"product_id":"mcp-server-compatibility-checker-for-ai-agents","title":"MCP Server Compatibility Checker for AI Agents","description":"\u003ch3\u003eProduct Description: MCP Server Compatibility Checker for AI Agents\u003c\/h3\u003e\n\n\u003cp\u003eThe MCP Server Compatibility Checker for AI Agents analyzes and evaluates the metadata compatibility of your MCP server with a range of AI clients such as Claude Code, claude.ai, Cowork, ChatGPT Chat and Work, and Codex. It ensures that the metadata delivered by an MCP server is effectively consumed by these clients, checking for issues in descriptions, server instructions, input schemas, and output schemas.\u003c\/p\u003e\n\n\u003ch3\u003eWhat This Skill Does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEvaluates whether an MCP server’s metadata is compatible with several AI clients, such as Claude Code and ChatGPT.\u003c\/li\u003e\n  \u003cli\u003eReads tools\/list and server instructions via HTTP or stdio.\u003c\/li\u003e\n  \u003cli\u003eScores each tool against client limits on metadata specifications.\u003c\/li\u003e\n  \u003cli\u003eIdentifies metadata delivery issues specific to each client.\u003c\/li\u003e\n  \u003cli\u003eProvides fixes through the 'rich-domain-mcp-server' skill.\u003c\/li\u003e\n  \u003cli\u003eRuns as a static check, offering consistent results by analyzing predefined measurements.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho It Is For\u003c\/h3\u003e\n\u003cp\u003eThis skill is intended for developers and teams who utilize AI coding agents such as Claude Code, Cursor, and Codex. It assists in ensuring these tools can effectively leverage metadata from MCP servers.\u003c\/p\u003e\n\n\u003ch3\u003eUse Cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eVerifying that metadata from an MCP server is accurately delivered to multiple AI clients.\u003c\/li\u003e\n  \u003cli\u003eDiagnosing why an AI agent may ignore certain metadata or parameter documentation.\u003c\/li\u003e\n  \u003cli\u003eComparing the delivery and processing of metadata across public MCP servers.\u003c\/li\u003e\n  \u003cli\u003ePerforming automated checks during continuous integration workflows to maintain metadata integrity.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical Details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes AI agent skills, aiapplication, and mcp-compat-check capabilities.\u003c\/li\u003e\n  \u003cli\u003eOperates via HTTP or standard input\/output (stdio) for flexibility in running checks.\u003c\/li\u003e\n  \u003cli\u003eDelivers results in seconds due to its static nature, ensuring repeatable consistency.\u003c\/li\u003e\n  \u003cli\u003eEvaluation based on measured client limits as of 2026-09-27, documented in 'references\/evidence.md' with tag HD.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eDaveGold\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/DaveGold\/mcp-metadata-demo\" rel=\"nofollow noopener\" target=\"_blank\"\u003eDaveGold\/mcp-metadata-demo\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53059382247735,"sku":"MCP-DAVEGOLD-MCP-METADATA-DEMO-MCP-COMPAT-CHECK","price":26.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/06B9ttYiwdSbt55Fgu3PW_15c567439c1c4ca9b6dd3247eba45c44.jpg?v=1790597339","url":"https:\/\/mcpcart.com\/products\/mcp-server-compatibility-checker-for-ai-agents","provider":"SPF PRO","version":"1.0","type":"link"}