Memory & Knowledge MCP Servers for OpenAI Agents SDK

Read-only MCP server that exposes any Arbling-schema markdown vault to Claude Code and other MCP clients

Auto chunking tuner and MCP server for RAG pipelines

Project memory for AI coding agents - git-native, MCP-ready. Decisions + learnings as Markdown in your repo.

Anti-poisoning memory for agents: provenance, conflicts, quarantine gate.

Records coding-agent decisions with their limits and marks old ones superseded. Local SQLite.

MCP server for Elephantasm Long-Term Agentic Memory — plug-and-play memory for any AI agent

Hexus: Postgres + hexus memory provider plugin for hermes-agent AND a standalone MCP server. Local BERT (MiniLM-L6-v2) embeddings replace

Give any local Markdown folder a semantic-search MCP server

A memory management server using FastMCP

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

NexMem: Shared Agent Memory for Teams — a plug-and-play MCP memory server with pluggable database backends

MCP server for persistent AI coding assistant memory with local RAG

A comprehensive Python MCP server for managing Obsidian vaults via obsidian-local-rest-api

Local cross-project knowledge and research library for LLM workflows

MCP server enabling AI agents to efficiently search and understand PDF documents

Local multimodal memory for AI agents — cross-modal vision-language search

Persistent memory graph for AI coding agents — semantic search, knowledge graph, and time-based decay over MCP

Semantic recommendation engine for Obsidian vaults — embeddings + wiki-link graph boosting with MCP server for Claude Code integration.

Model Context Protocol (MCP) server for YoMemoAI - enables AI assistants to save and retrieve encrypted memories

InfoLang semantic memory MCP — investigate, memorize, and recall compressed agent context.

Read-only access to an append-only corpus of provenance-bearing coordination records.