Memory & Knowledge MCP Servers for OpenAI Agents SDK

One shared, durable memory for your AI coding agents — local-first, zero-dependency.

Markdown notes with a first-party MCP server and zero-config local semantic search. The vault your agents can actually use.

Session memory for AI coding agents. Search past sessions, extract rules, and track what works.

MCP server providing persistent cross-session memory for AI agents — store, recall, search, and summarize memories across agent boundaries

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

AI Assimilation MCP Server - Enable AI experience sharing and assimilation through structured data export and human-like learning

Local-first, source-backed continuity for AI agents via stdio MCP.

MCP server that gives AI agents persistent memory across sessions. Context recall, encrypted credentials, session notes, export/import —

Personal knowledge wiki maintained by your AI tool via MCP

Persistent decision memory for agents — learns which action works in which context

Shared workspace your AI agent writes to. 184 tools, persistent memory, semantic search.

Standalone MCP server and library for building and managing knowledge workspaces.

Shared local knowledge vault MCP server for Claude Desktop (Chat + Code)

Independent, in-process semantic memory MCP server (node:sqlite + sqlite-vec + local Xenova e5) with a lightweight web viewer. No daemon

An autonomous graph-vector memory engine powered by SQLite and Ollama.

Session memory for AI coding agents: records decisions and dead ends, flags what went stale.

Local-first, governable long-term memory for AI coding agents

MCP Server for Dify Knowledge Base integration

MCP server for Dify External Knowledge API integration

MCP persistent memory service — let AI assistants remember across sessions. Powered by Qdrant vector search + official embeddings (via

Persistent local knowledge for AI coding agents with structured records, search, and DOT context.