P

Project Tessera

besslframework-stack

Local workspace memory: indexes Markdown, CSV and session logs into a vector store with hybrid search, cross-session memory and knowledge graph visualization.

A

Aelios

wusaki0723

Self-hosted long-term memory gateway for AI clients: runs on your own Cloudflare account (Workers + D1 + Vectorize), captures conversations, consolidates them overnight, and recalls them across Chatbo

S

Search Memory

ทางการ

io.github.kefyusuf

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

M

Memorylane

deusXmachina-dev

Desktop app that captures screen activity, stores AI summaries and OCR text locally, and exposes the history via semantic search and a timeline.

M

Memory

JamesANZ

Store and retrieve conversation memories from multiple LLMs in MongoDB, with timestamps and LLM identification.

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

MCP Agent Memory

tverney

Filesystem-based persistent agent memory: agents read, write and search memory while a background daemon handles consolidation and extraction.

M

Mnemo

n24q02m

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

R

Ragie

ragieai

Retrieve context from your Ragie knowledge base, connected to sources like Google Drive, Notion and Jira.

C

Context Keeper

redleaves

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

M

MCP Memory

ShipItAndPray

SQLite-based memory with exponential decay: memories strengthen on access and fade when unused, limiting unbounded context growth.

G

Graph Memory

stevepridemore

Personal knowledge graph for Claude on Neo4j with typed entities, bi-temporal edges, weighted decay, contradiction detection and local embeddings.

S

STIL Lab Assistant

ทางการ

io.github.khalid-tounoussi-1

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

A

Agent Memory Bridge

zzhang82

Local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas and domain knowledge.

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

ทางการ

io.github.kimsb2429

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

A

Agent Memory

ทางการ

io.github.kira-autonoma

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

N

Nautilus Compass Memory

ทางการ

io.github.chunxiaoxx

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

G

Gpt Chat

ทางการ

io.github.codeChap

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

D

Data Olympus

ทางการ

io.github.knaisoma

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

B

Basic Memory

ทางการ

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

M

Memory7

amjiddader

Fast, local, low-token long-term memory for AI coding tools (Claude Code, Kiro, VS Code, Cursor, OpenCode) over MCP.

@

@homeostat/mcp

GitHub Actions

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

@

@appsoftwareltd/etherpk

GitHub Actions

EtherPK Headless Client: an MCP server over a synced knowledge graph, run beside the agent on the user's own machine.

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

ทางการ

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

ทางการ

io.github.Mibayy

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