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Search: ai-memory

Search MCP servers and agent skills by name, description, category or topic — 59 results.

MCP Server Maintained

Janadasroor/pg-mnemosyne-mcp

A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent super memory, task tracker, and multi-agent coordination hub for AI assistants.

2 Python Updated 2mo ago Score 48
MCP Server Maintained

stevepridemore/graph-memory

Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/Decision/Preference/Concept), bi-temporal edge validity (`valid_at`/`invalid_at`), per-type weighted decay, contradiction detection, and a nightly "dream" extraction process. Local bge-small-en embeddings, no API keys. Optional OAuth 2.1 + Cloudflare Tunnel for cross-device use across Claude Code, Desktop, web, and iOS.

2 TypeScript Updated 2mo ago Score 48
MCP Server Stale

kael-bit/engram-rs

Hierarchical memory engine for AI agents with automatic decay, promotion, semantic dedup, and self-organizing topic tree. Single Rust binary, zero external dependencies.

27 Rust Updated 5mo ago Score 47
MCP Server Stale

whynowlab/jarvis-orb

Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb.

18 Python Updated 3mo ago Score 46
MCP Server Maintained

mcasdfgf/mcp-roo-memory

Persistent fractal graph memory for AI coding agents via MCP. Semantic vector search, hot/cold/archive context tiers, decision tracking, and Docker-based deployment with Qdrant.

1 Python Updated 1mo ago Score 46
MCP Server Stale

memstate-ai/memstate-mcp

Versioned, structured memory for AI agents. Stores facts as keypaths with full version history, automatic conflict detection, and O(1) token retrieval.

7 TypeScript Updated 4mo ago Score 42
MCP Server Stale

penfieldlabs/penfield-mcp

Penfield: persistent memory with hybrid search (BM25 + vector + graph), 24 relationship types for knowledge graphs, context checkpoints for cognitive handoff, artifact storage, and personality system. Works across Claude, Cursor, Windsurf, and any MCP client.

6 Dockerfile Updated 3mo ago Score 41
MCP Server Stale

Auctalis/nocturnusai

Deterministic reasoning engine for AI agent context compression. Extracts structured facts with logical inference, proof chains, and truth maintenance. REST API, Python/TypeScript SDKs, and MCP server integration.

3 Kotlin Updated 3mo ago Score 39
MCP Server Stale

ShipItAndPray/mcp-memory

Smart memory with exponential decay. Memories strengthen on access and fade when unused — solving the Karpathy problem of unbounded context growth. 7 tools, SQLite-based, zero dependencies.

2 JavaScript Updated 4mo ago Score 38
MCP Server Stale

darktw/usecortex-mcp

Persistent knowledge memory for AI agents. Two-way flow: read context into projects and write discoveries back. Structured by topic with AES-256 encryption.

1 JavaScript Updated 4mo ago Score 36
MCP Server Archived

wazionapps/nexo

Cognitive memory for AI agents with Atkinson-Shiffrin memory model (STM/LTM/sensory register), semantic RAG, Ebbinghaus decay, trust scoring, and 76+ MCP tools.

27 Python Updated 29d ago Score 34
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