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mempalace

The best-benchmarked open-source AI memory system. And it's free.

roampal

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.

bazinga-indeed

BAZINGA - Distributed AI that belongs to everyone

longhand

Lossless local memory for Claude Code. The full, unabbreviated version. Every tool call, every file edit, every thinking block — stored verbatim on your machine. Persistent memory without tokens.

knowledge-rag

Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zero servers, zero API keys, 100% local.

agentvault-memory

Unified memory layer for AI coding agents — searchable by humans (Obsidian) and by AI (MCP). Supports Claude Code, Cursor, Codex, OpenCode.

neuralmind

Adaptive Neural Knowledge System + PostToolUse compression hooks. Two-phase token optimization (retrieval + consumption) for Claude Code.

pinrag

A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants

contextfs

Universal AI Memory Layer - Cross-client, cross-repo context management with RAG. Works with Claude Code, Claude Desktop, Gemini CLI, and any MCP client.

vector-inspector

A comprehensive desktop application for visualizing, querying, and managing vector database data

stability-analysis-agent

Stability Analysis Agent: AI-assisted crash log analysis toolchain (CLI, daemon, analyzers, agent)

embex

Embex: A Universal Vector Database ORM

langformers

🚀 Unified NLP Pipelines for Language Models

ctxvault

Local memory infrastructure for AI agents. Store knowledge and skills in isolated vaults you compose, control and query.

kb-arena

Benchmark 9 retrieval architectures on your documentation — find which KB architecture fits your data

yt-fts

YouTube Full Text Search - Search all of YouTube from the command line

ai-recallworks

Open-source memory for AI agents. MCP-native. Self-hosted. One Docker image.

mcp-skillset

Dynamic RAG-powered skills service for code assistants via MCP - Vector + Knowledge Graph hybrid search for intelligent skill discovery

smriti-mem

The universal memory layer for AI agents. Hybrid search (semantic + BM25 + knowledge graph), offline-first, never loses data. MCP server included.

janus-llm

A transcoding library using LLMs.

fleet-mem

Shared code intelligence for agent fleets — AST-aware semantic search + multi-agent memory with git-concurrent coordination

chromadb-ops

Chroma maintenance CLI

jpos-mcp-server

The first open-source MCP server for jPOS and ISO 8583. Give AI agents deterministic access to payment protocol expertise.

annal

Semantic memory server for AI agent teams