MCP Find
Browse Servers
Blog
Docs
Submit Server
Back to Directory
/
AI & ML
operant-mcp
Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.
AI & ML
v0.1.0
View on GitHub
Learn More
How to Add Memory to AI Agents Using MCP Servers
Without 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 article
Best AI-ML MCP Servers for Agent Toolchains in 2026
Read article
Building Multi-Agent Workflows With MCP: Patterns and Tools
Multi-agent workflows let AI agents collaborate on complex tasks by sharing MCP servers and passing structured outputs. This guide covers the orchestrator-worker pattern, shared memory approaches, tool routing, and which server categories from MCPFind's 10,212-server index support production agentic stacks.
Read article