MCP Server Compatibility Checker for AI Agents
MCP Server Compatibility Checker for AI Agents
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MCP Server Compatibility Checker for AI Agents
Product Description: MCP Server Compatibility Checker for AI Agents
The 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.
What This Skill Does
- Evaluates whether an MCP server’s metadata is compatible with several AI clients, such as Claude Code and ChatGPT.
- Reads tools/list and server instructions via HTTP or stdio.
- Scores each tool against client limits on metadata specifications.
- Identifies metadata delivery issues specific to each client.
- Provides fixes through the 'rich-domain-mcp-server' skill.
- Runs as a static check, offering consistent results by analyzing predefined measurements.
Who It Is For
This 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.
Use Cases
- Verifying that metadata from an MCP server is accurately delivered to multiple AI clients.
- Diagnosing why an AI agent may ignore certain metadata or parameter documentation.
- Comparing the delivery and processing of metadata across public MCP servers.
- Performing automated checks during continuous integration workflows to maintain metadata integrity.
Technical Details
- Utilizes AI agent skills, aiapplication, and mcp-compat-check capabilities.
- Operates via HTTP or standard input/output (stdio) for flexibility in running checks.
- Delivers results in seconds due to its static nature, ensuring repeatable consistency.
- Evaluation based on measured client limits as of 2026-09-27, documented in 'references/evidence.md' with tag HD.
Source & Licence
This package is built on open-source work published by DaveGold (DaveGold/mcp-metadata-demo) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your 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.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This 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.
Claude, 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.
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