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#llm-memory

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

31 records
Tagged “llm-memory”Ranked by health index
PyPI
95Exceptionalhealth index
alibaba/zvec
A lightweight, lightning-fast, in-process vector database
C++★ 16K↓ 44.7K/moSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI
92Excellenthealth index
moorcheh-ai/memanto
Memory that AI Agents Love!
Python · HTML★ 1,859↓ 4,158/moSep 5, 2026
MITSep 5, 2026 · metrics 2.10.0
PyPI · npm
89Excellenthealth index
cdeust/Cortex
Cross-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★ 75↓ 1,993/moOct 22, 2026
MITOct 22, 2026 · metrics 2.10.0
Go · PyPI
87Excellenthealth index
klarlabs-studio/mnemos
Self-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★ 4Sep 9, 2026
MITSep 9, 2026 · metrics 2.10.0
PyPI · npm
86Excellenthealth index
Mirix-AI/MIRIX
Mirix 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★ 3,442Sep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
npm · PyPI
86Excellenthealth index
qualixar/superlocalmemory
Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253
Python★ 224↓ 12.4K/moSep 11, 2026
AGPL-3.0Sep 11, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
remete618/widemem-ai
Local-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/moOct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
npm
84Excellenthealth index
oomkapwn/enquire-mcp
The #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/moSep 18, 2026
MITSep 18, 2026 · metrics 2.10.0
npm · PyPI
84Excellenthealth index
plur-ai/plur
Shared memory for AI agents
TypeScript★ 249↓ 15.3K/moSep 11, 2026
Apache-2.0Sep 11, 2026 · metrics 2.10.0
npm
81Excellenthealth index
equationalapplications/expo-llm-wiki
Offline-first, SQLite-backed, tiered, multi-entity memory for LLM apps built with Expo, React, Node, or plain JS
TypeScript★ 26↓ 27.2K/moSep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
npm
81Excellenthealth index
luxus/pi-hindsight
memory for the people of pi (with help of hindsight)
TypeScript★ 34↓ 1,849/moSep 8, 2026
No licenseSep 8, 2026 · metrics 2.10.0
npm
81Excellenthealth index
sdsrss/claude-mem-lite
Persistent 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/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI · crates.io
81Excellenthealth index
yantrikos/yantrikdb
Cognitive 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/moOct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
npm
78Goodhealth index
jayzeng/pi-memory
Persistent memory extension for pi with daily logs, scratchpad, and optional qmd‑powered semantic search.
TypeScript★ 156↓ 39.3K/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
PyPI · npm
71Goodhealth index
sachitrafa/YourMemory
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Python · HTML · JavaScript★ 267↓ 859/moSep 13, 2026
Custom licenseSep 13, 2026 · metrics 2.10.0
PyPI · npm
67Goodhealth index
DanceNitra/inspeximus
The 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/moOct 21, 2026
MITOct 21, 2026 · metrics 2.10.0
PyPI
67Goodhealth index
memvara/memvara
Bitemporal memory for AI agents: deterministic contradiction resolution, provenance, and retrieval at any point in time.
Python★ 1↓ 2,174/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
npm
67Goodhealth index
rush-db/rushdb
RushDB 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★ 325Oct 21, 2026
No licenseOct 21, 2026 · metrics 2.10.0
PyPI
62Moderatehealth index
veracium-ai/Veracium
Provenance-aware memory for AI agents.
Python★ 9↓ 3,182/moSep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
Go
57Moderatehealth index
hung12ct/culi
Self-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★ 2Sep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
PyPI
57Moderatehealth index
ruzgarkanar/Lmm
A verifiable memory layer for language models — facts in a graph, every claim with its source.
Python★ 4↓ 3,132/moSep 24, 2026
Apache-2.0Sep 24, 2026 · metrics 2.10.0
npm
56Moderatehealth index
memo-fs/memofs
File-first memory runtime for AI agents — versioned, portable, and always there when the next session starts.
TypeScript · MDX★ 6↓ 1,082/moSep 18, 2026
MITSep 18, 2026 · metrics 2.10.0
PyPI · npm
56Moderatehealth index
unibaseio/membase-ai
Membase 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/moOct 6, 2026
MITOct 6, 2026 · metrics 2.10.0
PyPI
54Moderatehealth index
bxw91/brainpalace
Vector 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/moSep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
Go
54Moderatehealth index
samestrin/llm-tools
High-performance Go tools for LLM Agents (MCP/CLI). 100x faster than Python. Includes native MCP Server, token-optimized search, and persistent project memory.
Go★ 2Aug 25, 2026
MITAug 25, 2026 · metrics 2.10.0
Go
50Moderatehealth index
qyiun666/MemHop
Embedded 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★ 23Sep 19, 2026
Apache-2.0Sep 19, 2026 · metrics 2.10.0
PyPI · npm
45Weakhealth index
LycheeMem/LycheeMem
Lightweight Long-Term Memory for LLM Agents.
Python · TypeScript★ 1,079Sep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
Go
45Weakhealth index
daverage/tinyMem
Local, 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★ 0Aug 25, 2026
MITAug 25, 2026 · metrics 2.10.0
Go
44Weakhealth index
KennFatt/manly
A fast, local CLI for turning a folder of Markdown files into a searchable, linked knowledge base.
Go★ 1Sep 14, 2026
MITSep 14, 2026 · metrics 2.10.0
—
38Weakhealth index
AI4Outcomes/thinqos-plugins
Official AI4Outcomes plugin marketplace for Claude Code: thinqOS Mind integration
Shell · Python★ 0Sep 23, 2026
MITSep 23, 2026 · metrics 2.10.0