Memory & Knowledge MCP Servers

Structural code intelligence and persistent memory for AI coding agents, served over MCP (Claude Code, Codex).

AI Mind Map — MCP server that reduces AI coding agent token usage by 80-99% through persistent codebase memory, knowledge graphs, and

Sovereign, portable LLM context layer

MCP server for BaseGrid - Persistent memory for AI agents. Supports stdio and Streamable HTTP transports.

Self-evolving memory system for AI agents with semantic search and knowledge graph capabilities. Includes MCP server for Claude and other

Self-Evolving RAG for AI Agents — A cross-app persistent memory system where agents autonomously write, retrieve, and evolve their knowledge

Adaptive memory system for AI applications. Multi-strategy retrieval, cognitive scoring, knowledge graph, and self-improving ML. Connects

Agent-Hive MCP server — shared knowledge graph for AI agents

One brain for your AI — a local-first, owned memory and configurable persona shared across Claude Code and Cowork (Claude Desktop), exposed

AgentKnowledgeMCP - Advanced Knowledge Management for AI Agents

Agentic memory manager. Best used with skill: npx skills add meharajM/agent-loop-mcp

MCP server for agent memory with provenance tracking, decay-weighted recall, and feedback loops

MCP server for tracking AI agent progress across projects

Collective intelligence for AI shopping agents — every agent that connects makes every other agent smarter

Agent-driven knowledge base — immutable raw sources + mutable wiki + self-checking lint. MCP server, no LLM needed.

Local-first persistent memory for AI coding agents: reliable embed → persist → recall over MCP.

AgentCortex MCP Client - AI memory and task management for Claude, Cursor, and Windsurf. Connects to AgentCortex Cloud.

Persistent memory system for AI coding assistants via MCP. Works with Claude Code, Cursor, Copilot, Windsurf, Cline.

AgentMemo MCP server — persistent memory and human approval for AI agents

Local-first shared memory sidecar for MCP-capable AI agents.

Zero-dependency MCP server that gives AI agents a self-updating project memory in AGENTS.md. Returns merge instructions instead of mutating