G

GenPark Context Window Token Pruner

공식

io.github.alphaparkinc

Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar

K

Kindex

공식

io.github.wandercom

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

E

Engram

공식

io.github.HBarefoot

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

E

EvolutionDB Long Term Memory

공식

io.github.alptekin

Persistent long-term memory for Claude Desktop / Claude Code, backed by EvolutionDB.

K

Konstruct

공식

io.github.alright-alright

Knowledge graph for AI agents. Query concepts, walk edges, get advisories.

M

Memkin

AndreLYL

Local-first personal memory that distills Feishu/Lark chats and Claude Code/Codex sessions into a private knowledge graph of people, projects and tasks.

C

Celiums Memory

terrizoaguimor

Cognitive memory engine with knowledge modules, circadian rhythm awareness, emotional state tracking, hybrid PostgreSQL/Qdrant search and per-user isolation.

S

Smart Connections

공식

io.github.msdanyg

Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

T

Th Memory

공식

io.github.worakorn-prince

Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

G

Gingugu

gingugu

Local SQLite memory for coding assistants: typed memories with confidence lifecycle, namespaces, knowledge graph, hybrid search and keychain credential vault.

T

Twelvelabs

공식

io.twelvelabs

TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applications.

A

Anairyspirit

공식

io.github.Seventhwalllab

An AI agent's own long-term memory, on your machine. Needs a one-time: npx anairyspirit setup

A

Agentic KB

jaydubya818

Persistent engineering knowledge base with source-backed wiki, agent-runtime and repository-context tools, contradiction and staleness checks, and PIN-gated private scopes and writes.

C

CoreForge Media

공식

io.github.ShafiCodes25

CoreForge media tools: speech-to-text, document parsing, translation, embeddings. x402 pay-per-call.

A

Arthor Agent

arthurpanhku

Cybersecurity assessment of documents, questionnaires and reports: multi-format parsing, RAG knowledge base, risks, compliance gaps and remediations.

M

Memex

공식

io.github.ayushagrawal288

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

E

Empirical

공식

io.github.mattgauzza

Persistent memory for AI agents: save, search and connect context across tools and sessions.

C

Core

공식

io.github.omega-memory

Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.

H

Harny Memory

공식

ai.harny

Long-term memory for each person your app serves: saves, recalls later, keeps facts current.

T

Toon Memory

공식

io.github.LuiggiVal08

Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM

M

MedXpert 图书馆连接器（通用版）

공식

io.github.zhaoxinghua09-cell

Local RAG MCP server for your own .md knowledge base: BM25 + local Ollama, offline, zero egress.

M

MCP Memento

공식

io.github.annibale-x

An MCP server that provides persistent memory and context management across sessions

@

@maxweb4u/mcp Memorybank

maxweb4u

Seeds, governs and navigates a memory_bank knowledge base: gated writes, routing without reading, drift against the code

C

Calypso Multimodal RAG MCP

공식

io.github.calypso-so

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

M

MCP Ragchat

gogabrielordonez

Add RAG-based AI chat to any website: local vector store, OpenAI, Anthropic or Gemini models, a self-contained chat server and an embeddable widget.

S

Semurg Agent Memory

공식

io.semurg

Self-hosted memory for AI agents over MCP: knowledge graph, vectors, graph RAG, cited answers.

@

@allpepper/memory Bank

arpepper

MCP server for remote management of project memory banks

S

Second Brain

공식

io.github.ara-5

Shared Graph-RAG memory for AI agents: markdown vault, wikilink recall, tasks, messaging.

S

Sovseal Memory

공식

io.github.bobybarack

Local-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads.

M

MCP Factcheck

공식

io.github.carlisia

An MCP server that validates content against MCP specification using semantic search and AI

Q

Quickchat Ai

incentivai

Expose your Quickchat AI agent as an MCP server, giving AI apps real-time access to its knowledge base and conversational capabilities.

M

Memoro

공식

io.github.circassian1977-byte

Personal AI memory layer on your own computer. Read/write durable memory across MCP clients.

M

MCP Apple Notes

Dan8Oren

Local semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, folder management and fuzzy title matching.

A

Apple Notes

공식

io.github.connerkward

Semantic search + connection-discovery across your own Apple Notes (bridges, synthesis).

C

Contextq

공식

io.github.contextq

Persistent memory, hybrid search and a goal graph for AI agents, over stdio or remote HTTP.

R

Rag Rat

공식

io.github.cq27-dev

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.