Best of
A ranked shortlist of MCP servers for agent. Quality score combines uptime, stars, downloads, and tool descriptions.
Agentql
tinyfish-io
Model Context Protocol server that integrates AgentQL's data extraction capabilities.
Decipher Research Agent
mtwn105
Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.
Agent Fusion
krokozyab
Agent Fusion is a local RAG semantic search engine that gives AI agents instant access to your code, documentation (Markdown, Word, PDF). Query your codebase from code agents without hallucinations
give your AI agent a spreadsheet it can actually think in: deterministic Excel-compatible math + structured memory (blocks), real .xlsx out. Open source, self-hostable.
logisky
Next-Generation Multi-Agent Collaboration Platform and Workflow Engine. Build and orchestrate production-ready AI agent teams with sandboxed execution, hybrid RAG, and enterprise-grade security.
clouisle