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Fixzi — MCP & API Schema Drift Monitor

Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.

AI & MLv1.0.2
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ElevenLabs MCP Server: Voice Cloning and TTS via ClaudeThe ElevenLabs MCP server puts text-to-speech, voice cloning, and transcription directly into Claude's toolset. This guide covers what the server exposes, how to install it, and where it fits next to MCPFind's media and ai-ml category servers.Read articleHow to Add Memory to AI Agents Using MCP ServersWithout memory, every Claude session starts from scratch. MCP memory servers solve this: they give agents a place to store and retrieve context between sessions. This guide covers the three memory patterns - session, persistent, and semantic - with MCPFind directory data on which servers implement each.Read articleBest AI-ML MCP Servers for Agent Toolchains in 2026Read article