Knowledge & Memory

Microsoft 365 mail MCP: reads mail, drafts into Outlook; sending is opt-in (IRIS_ENABLE_SEND).

Model Context Protocol server for the Instagram Graph API (Business/Creator accounts).

MCP server for the Inferior API — practical-knowledge network for AI agents

Local-first persistent long-term memory MCP server

MCP server for iGenius Memory — gives AI agents persistent memory tools via the hosted API

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs

Advanced server for structured LLM thinking (MCP)

MCP server providing a 'think' tool for structured reasoning, inspired by Anthropic's Claude 'think' tool. Enables agentic LLMs to pause, log thoughts, and improve multi-step tool use.

Involuntary memory for agents: time, place, sound and IoT cues surface memories unasked

An implementation of Anthropic's think tool using OpenAI's o3-mini model via MCP

Model Context Protocol server for AI memory and context preservation

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs

A Sequential Thinking MCP Server for advanced problem solving

A comprehensive, real-time memory system for AI assistants

ASR Graph of Thoughts (GoT) Model Context Protocol (MCP) Server

Adaptive Graph of Thoughts: Intelligent Scientific Reasoning through Graph-of-Thoughts MCP Server

MCP server providing a 'think' tool for structured reasoning, inspired by Anthropic's Claude 'think' tool. Enables agentic LLMs to pause, log thoughts, and improve multi-step tool use.

Optimized Memory MCP Server

Mode Manager MCP: Server for managing VS Code .instructions.md files (GitHub Copilot persistent memory)

Neo4j GDS MCP Server