Bench
Multi-source rating system for AI and adjacent developer tools. Combines review platforms, community sentiment, and practitioner submissions.
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https://ai-native.tools/auth/sign-in?next=%2Fhttps://ai-native.tools/api/mcpThis server may ask you to sign in when your AI client connects.
Last probed Nov 3, 2026 · ai-native.tools
9tools discovered
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List tools
list_toolsList every active tool in the Bench catalog, each with its composite score, status band, tags and industries.
Add to workspaceSchemas and invoke metadata: Directory API
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsMulti-source rating system for AI and adjacent developer tools. Combines review platforms, community sentiment, and practitioner submissions.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
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MCPBundles probed 9 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
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