S

SQLite Local AI Memory

Resmi

io.github.cheveguerra

100% In-Process Bare-Metal Hybrid Memory Engine & MCP Server for LLMs (SQLite + Int8 Vectors).

A

Acheron

timmx7

Persistent memory shared across Claude Chat, Code and Cowork, stored in local SQLite with full-text search.

S

Search Memory

Resmi

io.github.kefyusuf

Free web search and long-term memory for AI assistants. No API keys; data stays local.

M

MCP Roo Memory

mcasdfgf

Persistent fractal graph memory for coding agents: semantic search, hot/cold/archive context tiers and decision tracking on Qdrant.

D

Dsh Kb Rag

breeze136

Literature knowledge base for DSH and MCP clients. Index PDFs or a Zotero library into one SQLite file; search and RAG tools return passages with section, page and DOI. Embedding and reranking run loc

M

Mnemostack

udjin-labs

Self-hosted hybrid agent memory on Qdrant combining vector search, BM25, temporal retrieval and an optional Memgraph knowledge graph via rank fusion.

M

Mnemo

n24q02m

Persistent memory with SQLite hybrid search (FTS5 and semantic), built-in Qwen3 embeddings and rclone sync across machines.

C

Context Keeper

redleaves

LLM-driven context and memory management: short- and long-term memory with vector, timeline and knowledge graph retrieval plus reranking.

S

STIL Lab Assistant

Resmi

io.github.khalid-tounoussi-1

STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.

M

Mnemos

vishalbanwari26

Persistent memory with swappable Postgres/pgvector, Qdrant or Neo4j backends, adaptive retrieval weighting, duplicate merging and stale-fact archiving.

E

Enterprise Internal Knowledge Base: Production Ready RAG + MCP

Resmi

io.github.kimsb2429

Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.

A

Agent Memory

Resmi

io.github.kira-autonoma

Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.

N

Nautilus Compass Memory

Resmi

io.github.chunxiaoxx

Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.

G

Gpt Chat

Resmi

io.github.codeChap

MCP server for the OpenAI ChatGPT API — chat, vision, and embeddings

D

Data Olympus

Resmi

io.github.knaisoma

Governance-grade knowledge-base format (OKF-compatible) plus CLI and single-writer MCP server

B

Basic Memory

Resmi

io.github.basicmachines-co

Local-first knowledge management with bi-directional LLM sync via Markdown files.

@

@llmkb/claude Code

webreinvent

Claude Code plugin for llmkb — search, read, and write your knowledge base via MCP tools

@

@felixtz/iwsdk Rag

felixtrz

MCP server providing semantic code search and API reference for the Immersive Web SDK using RAG (Retrieval-Augmented Generation) with vector embeddings

@

@homeostat/mcp

GitHub Actions

The homeostat team knowledge base as an MCP server, run locally on your own clone.

H

Hippo Memory

GitHub Actions

Make your agent's memory work like a brain. Hippo is long-term memory for coding agents.

@

@squadrules/mcp

GitHub Actions

SquadRules MCP server for agent automation: persistent memory and deterministic workflow execution for AI agents and chats

F

Fish Bridge — Session Knowledge Graph

Resmi

io.github.MakeaMouse

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

M

Mixgram

clasen

General-purpose Markdown memory with collections, tags, text and semantic search over MCP and CLI.

W

Wenlan

GitHub Actions

MCP server for Wenlan, the knowledge base your AI tools keep organized

C

Cursor Harnmem

ys118

Cursor plugin for HarnMem, the cross-harness agent memory: byte-stable first-prompt injection, five MCP memory tools, and session-end journaling. One shared store of plain, human-editable Markdown und

M

MCP Local Rag

nkapila6

Primitive RAG-like web search that runs locally, without external APIs.

T

Token Savior

Resmi

io.github.Mibayy

Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.

M

Memors

Resmi

io.github.kKEo

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.

D

Digeguigui

Gaoshan0971

Reptile and exotic pet knowledge base: species identification, genetics calculator, care information, health diagnosis, prices and blockchain provenance.

C

Context8

yuanbopang

Context8 MCP server for remote error solution vault with semantic search

@

@ai Devkit/memory

codeaholicguy

Local MCP memory for AI coding agents to reuse project decisions, conventions, and fixes across sessions

W

Website Crawler — Markdown Pages, Sitemaps & RAG Provenance

Resmi

io.github.kriton-dev

Crawl sites to Markdown with sitemaps, globs and depth limits, obeying robots and crawl-delay

@

@monoes/monomindcli

nokhodian

CLI engine for Monomind — an open-source MCP server for Claude Code, OpenCode, Antigravity, Kimi Code, and Codex, with a codebase knowledge graph (tree-sitter + SQLite), persistent memory, multi-agent

E

Enacta

Resmi

ai.multi-turn

Long-term memory for AI agents: durable records, observable retrieval, governed context assembly.

M

Memory Fts

Resmi

io.github.kurovu146

Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking

W

Wyrm

ghost.protocol

Local-first persistent memory for AI agents over MCP. Ground truths, a failure firewall that blocks repeated mistakes (negative learning), and hybrid recall, stored in SQLite on your machine. No cloud