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.

K

Kairos Relationship Memory

ทางการ

io.github.agentindexworld

Free MCP: relationship_memory validate, store (local), retrieve — portable interlocutor cards v1.

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.

I

IHMT Memory

ทางการ

io.github.gonzaroman

Long-term memory for AI coding agents, stored as a tree of plain local files.

A

Agent Memory

ทางการ

io.github.kira-autonoma

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

M

Motecloud Memory

ทางการ

io.github.motecloud

Cloud-hosted MCP server for durable AI memory

R

Ripple Thinker

jgi

Structural Thinking Engine: MCP server integrating Gemini CLI with authentic creative processes, structural observation protocols, and persistent memory charts based on Robert Fritz's methodology

N

Nautilus Compass Memory

ทางการ

io.github.chunxiaoxx

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

P

Probbit

bitmapasset

A personality, mood and memory layer for AI agents on an exact p-bit decision engine: an AI persona outside the model, every stance computed on a CPU, rules kept by construction, replayable and verifi

S

Seed Protocol

rrbhidfwerfr

Give your AI a soul — memories, corrections, daily logs and a knowledge base that persist across Claude, Cursor, Windsurf and VS Code. Imports your AI-tool history into a local-first brain.

T

Telys — On Device Memory

ทางการ

io.github.thyn-ai

Private on-device memory & retrieval for AI assistants — offline vector + lexical search.

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

V

Visual Memory MCP

ทางการ

io.github.putervision

Local visual UI cache for AI agents using perceptual hashing, CLIP, and 3D spatial grounding.

E

Echo Memory

ทางการ

com.echo-mem

Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.

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

R

Ragnarok

ทางการ

io.github.freyr

Local RAG search over Obsidian vaults: SQLite hybrid search with local Ollama embeddings.

A

Apiary Memory

ทางการ

io.github.330899935

Local-first memory for AI agents, over MCP on your machine. Agents propose; only you confirm.

I

IA QA Eval & RAG — 38 Tools

ทางการ

io.github.JcJamet

LLM & RAG evals: hallucination, eval contracts, semantic tests, tokens & model info. Free, no key.

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.

A

Apify Content For RAG

ทางการ

io.github.AHMEDFOUAAD

Fresh RSS/Atom items, published podcast transcripts and public PDF text via Apify.

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.

D

Digeguigui

Gaoshan0971

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