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Turn manifests into performance engines by
aligning MCP and LLMs for maximum impact

MCP Manifest Analysis
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Get instant, FREE analysis of your MCP server manifest

Upload your manifest or provide a server URL for immediate analysis. Check alignment between server metadata and tools, validate naming conventions, and receive actionable recommendations for improvement.

MCP Manifest Registry

Discover servers with analyzed manifests, tools, and comprehensive metadata

Browse servers that have been analyzed for their manifests and capabilities. Filter by manifest status, explore tool collections, and view detailed server insights.

Manifest Generator
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Generate MCP manifests from live servers in seconds

Connect to any MCP server via HTTP and automatically generate a complete manifest. Just provide the server endpoint, fill in a few details, and get a ready-to-use manifest file.

Research & Insights

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Explore the MCP ecosystem with our directory or analyze your own server implementations with MCPAlign.