Memory & Knowledge MCP Servers for VS Code

Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-cloud.

Semantic document memory using Redis vector store. Save and recall files with natural language.

Persistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.

MCP server exposing the Orly database as conflict-free shared memory for AI agents

Give Claude, Cursor, and every MCP client one shared memory that never leaves your machine. On-device embeddings, 10 ms recall, encrypted

Local MCP server for .upg files. Read and write product knowledge graphs offline.

Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.

Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.

AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.

Local stdio MCP server providing cross-session memory for Kimi Code CLI

Memory MCP server for Claude Code. Correct a fact and the old version stops being recalled.

Hosted agent memory with provenance, contradiction surfacing, and snapshot rollback.

Persistent memory for Claude Code — never lose context between sessions

Filesystem/git-native FastMCP knowledge gateway: serve an Obsidian vault over MCP, plus optional code-graph and doc-to-markdown tools

Local-first memory for MCP assistants: remember, recall, forget and expand. Everything stays on your own computer. Needs the free ModelBrain desktop app.

MCP server giving AI agents persistent SQLite memory that proves which lessons hold.

Multi-agent shared brain across Claude, Codex, Antigravity, Gemini, Copilot, and VS Code.

Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.

Model Context Protocol server for long-term memory management with SQLite storage

Instant, private access to your knowledge base: Zotero, Obsidian, Apple Notes (macOS).

Shared memory and delegation for Codex, Cursor, Claude Code, and OpenCode.