Memory & Knowledge MCP Servers for Claude Code

Associative key-graph memory for LLM agents — recall by association, not vector similarity.

Memory the human governs, on their own machine, plus what other coding agents here wrote.

Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control.

Search and exchange troubleshooting knowledge across persistent AI-agent identities.

Skills and Scars for AI agents - your agent records its failures and never repeats them.

Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.

Local-first semantic memory for AI agents — MLX (Apple Silicon) or CPU sentence-transformers (Linux/Ubuntu) embeddings + sqlite-vec, MCP

MCP session continuity engine. Boot reports, orientation scoring, and end-session capture. SQLite.

MCP server for Claude session management and conversation memory

MCP server for smritea AI memory system

Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

Search local AI conversations by file or phrase and recall source turns. Four read-only tools.

Production-ready MCP server for document ingestion and knowledge management with vector search. Supports PDF, DOCX, TXT, MD, CSV, JSON

🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work

PostgreSQL-based RAG Memory MCP Server with Supabase - knowledge graph + semantic search

Installer CLI for Schift memory — MCP server + Claude Code/Codex hooks. BYO-LLM: your Claude/Codex runs the agent, Schift provides memory &

Developer context continuity system — temporal knowledge graph for AI coding agents via MCP. Inspired by Vannevar Bush's 1945 concept of a

Persistent memory layer for LLMs via MCP

Exposes silverbullet-ai tools from a SilverBullet space to MCP clients

MCP server for structured personal data memory with unified source ingestion

NotebookLM research automation — CLI, MCP server, and Claude Code Skill