Memory & Knowledge MCP Servers for VS Code

Provenance-aware memory for AI agents: quarantine, abstention gate, supersession-with-history.

Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

Enhanced MCP memory server with timestamps, tags, importance, search, and export (JSON/CSV/GraphML)

Recall locally stored agent memories through an MCP-compatible host.

An MCP memory server. One memory your agents share — across models, devices and apps.

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

Persistent memory for long conversations - MCP server for knowledge graph with atomic facts, cross-chat memory sharing, and multi-agent

A lightweight, Git-backed permanent memory for AI agents.

Lightweight MCP server that records and reuses Prompt Gaps

Append-only event log for cross-agent context/memory sharing via 3 MCP tools.

Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.

MCP Server for Claude Code project memory - multi-block Core Memory (project/learnings/decisions) via Letta Cloud

A Model Context Protocol (MCP) server for managing structured project context.

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation

Local-first, eval-first memory for long-horizon AI agents — no LLM at ingest

Project-local knowledge-graph memory MCP server from N2NS Lab for AI coding agents.

Manually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.

Local read-only semantic search for Markdown vaults through MCP.

MCP server + LLM-wiki skill for Trilium/TriliumNext Notes (Karpathy LLM-wiki methodology).