Memory MCP servers

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

TCG collectibles and agent utilities: AI card grading, Monte Carlo price simulation, music and image generation, TTS, RAG memory and SAST auditing.

Backlog, docs, history and memory as Markdown in the repository, versioned with the code, with card claims so parallel agents don't edit the same card.

Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.

Vault-native, accountable memory for Claude Code: Markdown is the source of truth, with no LLM on the Stop path and redaction before any derived store.

Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

Governed local memory for AI agents: facts are retired, not overwritten, and every call is audited.

Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstash Redis.

Official remote MCP server for Archivist AI TTRPG campaign memory: characters, sessions, and more.

Local-first multilingual, auditable memory for Codex, Claude Code, and MCP clients.

Turn any codebase into a queryable knowledge graph — offline-first, zero API keys.

Token-saving persistent memory for AI agents: recall durable facts instead of re-reading files.

Workspace-grounded knowledge graph shared by multiple developers, hosted on Azure Functions with Table storage.

Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools

Local-first engineering cognition for AI coding agents — persistent memory over your codebase.

MCP server for a project's context (AGENTS.md), memory, and identity — base or drop-in extension.

Multi-layer agent-memory MCP server (working, episodic, semantic, procedural, affective) for Claude Code and any MCP client.

Local code-memory graph for AI coding agents.

A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.

Auditable memory for AI agents: provenance, cascade retraction, conflict refusal

Local-first shared memory and coordination for coding agents on PostgreSQL/pgvector: repository evidence, reservations, handoffs and code graph context.

FastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON).…

Persistent memory for AI coding agents. Knowledge graph with 4-tier taxonomy, confidence scoring, and MCP protocol support for Claude Code, Cursor, Gemini CLI, Windsurf, Cline, Codex, and OpenCode.

Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs.

Self-hosted teaching OS for agents: courses, lessons, FSRS flashcards, graded exercises, real-time teaching sessions and teaching memory.

Persistent engineering memory for AI coding agents. Survives refactors, knows when it is stale.

Local Git-history memory for coding agents: reverts, suppressions, hotspots, and annotations.

Shared memory for parallel AI coding agents. Local, free, with rooms and file claims.

Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

Add persistent memory to AI assistants. Store and recall info across conversations.

Control the mGBA Game Boy Advance emulator: memory read/write, button input, screenshots, save states and stepping.

Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)

Zero-Token-Waste Memory Engine, Knowledge Graph & Notes System for AI Coding Agents via MCP.

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

Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.

Persistent, local-first memory for AI coding agents (Claude Code, Codex CLI, Cursor, Copilot CLI): plain markdown in your repo, schema-enforced, relevance-gated recall via harness hooks or MCP. 100% offline.

Shared long-term memory vault for AI agents with 20 MCP tools.

Verbatim-first personal memory: hashed word-for-word messages, records linked to their source quotes, anti-fabrication validators and an audit dashboard.

Memory read/write, save state slots and game metadata for PCSX2 and other emulators that support the PINE protocol.

Local-first agent memory and knowledge base: hybrid dense and BM25 retrieval, document and webpage ingestion and optional RAG answers via local Ollama.

Read-only Redis monitoring: queue depths, Celery queue status, connected clients, server and memory stats, and key counts per database.

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

Local-first decision memory for AI agents: stores choices, rejected alternatives and reasons, failed attempts, outcomes, provenance and review conditions.

Portable, user-owned AI memory packs: read, validate, fingerprint, diff, and observe

The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.

Local system monitoring (CPU, memory, swap, disk, network) and process management: find resource-hungry processes, diagnose slowdowns and kill processes.