MCP Find
Browse Servers
Blog
Docs
Submit Server
Back to Directory
/
AI & ML
ONCE
Prevent duplicate AI-agent side effects with idempotency, verification, and durable receipts.
AI & ML
v0.8.0
View on GitHub
Learn More
Exa MCP Server: AI-Native Search for Claude and Cursor
Exa built its search index for AI agents from the start, and its MCP server reflects that: four tools, a local and a hosted deployment path, and a code-search tool most web-search servers don't ship. Here's the real breakdown, verified against Exa's own docs.
Read article
Perplexity MCP Server: The 4 Tools Explained (2026)
Perplexity ships one of the most widely used MCP servers in the ecosystem, yet its own CTO has said the company is moving away from MCP internally. Here's the real tool breakdown, and the tension nobody covering Perplexity's MCP server usually mentions.
Read article
ElevenLabs MCP Server: Voice Cloning and TTS via Claude
The 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 article