
alibaba/zvecA lightweight, lightning-fast, in-process vector database
C++★ 16K↓ 44.7K/月2026年9月16日
Python · HTML★ 1,859↓ 4,158/月2026年9月5日

cdeust/CortexCross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.
Python★ 71↓ 2,447/月2026年9月5日

klarlabs-studio/mnemosSelf-hosted memory + evidence layer for AI agents (Claude Code, Codex, Hermes, ...) — embeddable Go library, MCP / HTTP / CLI, evidence-backed claims, bitemporal recall, axi-go execution kernel with JSONL audit + token budgets, cosign-signed releases with SLSA L3 provenance. No vendor cloud, no per-call billing.
Go★ 42026年9月9日

Mirix-AI/MIRIXMirix is a multi-agent personal assistant designed to track on-screen activities and answer user questions intelligently. By capturing real-time visual data and consolidating it into structured memories, Mirix transforms raw inputs into a rich knowledge base that adapts to your digital experiences.
Python★ 3,4422026年9月16日
Python★ 224↓ 12.4K/月2026年9月11日

remete618/widemem-aiLocal-first memory layer for LLM apps and agents. Runs offline on Ollama, sentence-transformers and FAISS; OpenAI and Anthropic optional. Importance scoring, contradiction resolution, confidence-aware retrieval.
Python★ 49↓ 4,603/月2026年10月21日

oomkapwn/enquire-mcpThe #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.
TypeScript · JavaScript★ 33↓ 2,768/月2026年9月18日
TypeScript★ 249↓ 15.3K/月2026年9月11日
TypeScript★ 26↓ 27.2K/月2026年9月10日
TypeScript★ 34↓ 1,849/月2026年9月8日

sdsrss/claude-mem-litePersistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem with 600x lower cost.
JavaScript★ 60↓ 17.5K/月2026年9月16日

yantrikos/yantrikdbCognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers yantrikdb-server (HTTP gateway, MCP server, openraft cluster). Apache-2.0.
Rust · Python★ 66↓ 6,657/月2026年10月21日

jayzeng/pi-memoryPersistent memory extension for pi with daily logs, scratchpad, and optional qmd‑powered semantic search.
TypeScript★ 156↓ 39.3K/月2026年9月13日

sachitrafa/YourMemoryAgentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Python · HTML · JavaScript★ 267↓ 859/月2026年9月13日

DanceNitra/inspeximusThe self-correcting memory layer for AI agents. Zero-dependency Python memory and MCP server. Supersede, revert, or forget a value deterministically. Verifiable erasure, witness-backed tamper-evident receipts, EU AI Act ready.
Python★ 8↓ 14.3K/月2026年10月21日

memvara/memvaraBitemporal memory for AI agents: deterministic contradiction resolution, provenance, and retrieval at any point in time.
Python★ 1↓ 2,174/月2026年9月18日

rush-db/rushdbRushDB is a graph + vector database and memory layer for AI agents. Push any JSON, get typed, searchable, relationship-aware records back — no schema, no migrations. Built on Neo4j.
TypeScript★ 3252026年10月21日
Python★ 9↓ 3,182/月2026年9月15日

hung12ct/culiSelf-improving context & memory for Claude Code and OpenAI Codex. One canonical knowledge store injected only when relevant — hooks push budgeted context, an MCP server serves depth on demand, and it learns lessons from your sessions. Agent memory + context engineering as a single static Go binary.
Go · JavaScript★ 22026年9月15日

ruzgarkanar/LmmA verifiable memory layer for language models — facts in a graph, every claim with its source.
Python★ 4↓ 3,132/月2026年9月24日

memo-fs/memofsFile-first memory runtime for AI agents — versioned, portable, and always there when the next session starts.
TypeScript · MDX★ 6↓ 1,082/月2026年9月18日

unibaseio/membase-aiMembase SDK: drop-in memory infrastructure for AI agents and apps — Python client, CLI, MCP server and TypeScript client, hosted or on your machine.
Python · TypeScript★ 24↓ 7,143/月2026年10月6日

bxw91/brainpalaceVector Graph RAG for code & docs with Persistent Chat-Session Memory — BM25 (multi-lang), AST chunking. Hybrid, Compute, Scan, Timeline, Absence, Salience. Graph + temporal knowledge. Privacy Stamps. Source Adapters. Chat summarisation + verbatim copy + free scan. Git indexing. CLI, MCP and Claude Code plugin. Ollama or cloud LLMs. Dashboard.
Python★ 3↓ 1,140/月2026年9月11日

samestrin/llm-toolsHigh-performance Go tools for LLM Agents (MCP/CLI). 100x faster than Python. Includes native MCP Server, token-optimized search, and persistent project memory.
Go★ 22026年8月25日

qyiun666/MemHopEmbedded long-term memory database for AI agents & LLM apps. Six-layer cognitive architecture, knowledge graph, hybrid BM25 + vector search, sleep-time memory consolidation. One .meh file, zero infrastructure, pure Go.
Go★ 232026年9月19日
Python · TypeScript★ 1,0792026年9月12日

daverage/tinyMemLocal, project-scoped memory system for LLMs with evidence-based truth validation. Provides reliable long-term context via OpenAI-compatible Proxy and MCP, using Chain-of-Verification (CoVe) to eliminate hallucinations and the Ralph Loop for autonomous codebase repair.
Go · HTML★ 02026年8月25日

KennFatt/manlyA fast, local CLI for turning a folder of Markdown files into a searchable, linked knowledge base.
Go★ 12026年9月14日
Shell · Python★ 02026年9月23日