L

Localmind

shaul1991

내 AI에게 '나'를 기억시키는 로컬 second-brain — 결정의 선택·이유·전제를 .md 노트로 남기고, MCP로 어떤 AI 앱(Claude Code·Desktop·Cursor)에서든 꺼내 쓰는 개인 기억 계층. 전부 로컬(Ollama 임베딩)·오픈소스.

P

PineMCP

TheFractalyst

PineScript v6 MCP Server - 6 tools for docs lookup, code validation, and code generation. 1751 entries, 100% local.

R

Recall

cashcon57

Self-hosted MCP memory server with hybrid semantic + keyword search on Cloudflare Workers

W

Wisdomforge

hadv

A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.

A

Audio Sonic

ripunjay-kashyap

Local MCP server + CLI turning YouTube & local audio into rich sonic signatures. Extracts BPM, section-by-section key, vocal presence, transient punch, and 512-dim CLAP vibe embeddings. Powered by De

L

Loom

ddevilz

Persistent code graph for AI agents. Tree-sitter → SQLite → MCP. Agents store understanding once, skip re-reads forever. 51–1500x fewer tokens.

S

Sanctum Mind

lkmconstructs

Persistent memory and identity for AI minds, served as MCP tools on Postgres.

M

Mcpkg

owulveryck

A MCP (Model Context Protocol) server that exposes primitives for interacting with a Knowledge Graph

G

Ghost

wcatz

GhostMem — a local-first MCP memory server for Claude Code, opencode, Cursor, and other MCP clients.

H

Hippocamp

tggo

RDF knowledge graph for LLMs — an MCP server with 5 tools: triple, sparql, graph, search, validate

H

HoloCore

HassanMahomed

Local-first AI context engine combining a structural Atlas, verified Archive, episodic Animus memory, CLI, MCP, and focused context routing.

M

Metis

SVerITG

A Research Cortex. A research companion for Claude. Your library, notes & memory stay on your machine; answers cited from your own library; 30+ specialist skills; auto cross-pollination across paper

C

Context Cli

hanselhansel

LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.

R

Redm

Resmi

io.github.Cmoen11

RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql.

K

Kioku Mesh

h-wata

Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optional Zenoh+RocksDB mesh, MCP-native.

M

My Memory

moontmsai

TypeScript-based Model Context Protocol server with SQLite. Enables AI to persist and search user entities, observations, and relationships.

M

MCP Memory Sqlite

Daichi-Kudo

SQLite-based MCP memory server with WAL mode for concurrent access. Drop-in replacement for @modelcontextprotocol/server-memory

A

AgenticMind

Moai-Team-LLC

Auditable, self-improving knowledge & memory for AI agents over MCP. Zero-key & multilingual by default · citation-enforced answers · replayable why-trace · judge-gated compounding loop. Postgres-only

M

Memkeeper

teflon07

Local-first, deterministic memory store for AI agents: SQLite-backed BM25 with optional local ONNX semantic search and cross-encoder rerank, graph projection, and an MCP adapter. No required network o

D

Domain Memory

mashware

Local MCP server that captures the why behind your code — domain knowledge for Claude, Cursor, Copilot, and any MCP agent.

P

PierrotKnowledge2

yuimaruofbook

Ultra-lightweight local knowledge base (OKF v0.2 / LLM Wiki). Markdown is the source of truth; agents connect over MCP — Claude Code, Codex, Cursor, Strata, Unsloth and more.

C

Codesift

greglas75

Token-efficient code intelligence for AI agents — 66 MCP tools via tree-sitter AST, BM25F search, semantic search, and LSP bridge

M

Memorx

arbazkhan971

SOTA developer memory system — local MCP server in Go that gives any coding CLI persistent, project-scoped session/feature memory

C

Codevetra

adder-factory

Native Rust code intelligence for repository navigation, change review, impact analysis, and code health, backed by per-project RocksDB.

C

Code Recall

AbianS

Ultra-fast MCP server for semantic memory and code analysis

A

Agent Nexus

deepaksinghcs14

Self-hosted, model-agnostic AI agent orchestration platform. Build, run, and observe AI agents backed by any LLM (Anthropic, OpenAI, Gemini, Ollama). Features: agent groups/pipelines, tool execution

A

Archivist

i3T4AN

Archivist MCP is a local-first memory server for coding agents. It persists decisions, incidents, rules, entities, and graph relationships in SQLite, then exposes them over MCP (stdio/HTTP), SSE team

S

Solograph

fortunto2

Code intelligence MCP server for Claude Code — multi-project code graph, semantic search, session history, knowledge base

A

Agent Working Memory

CompleteIdeas

Persistent, local-first memory for AI agents. Selective by design: filters what's worth keeping, links what's related, and says nothing when it doesn't know. SQLite + ONNX, no cloud, no API keys.

K

KGraph

ajksunkang-aios

The Compiler-Aware Operating System Kernel CodeGraph Engine for Token-Efficient Structural Codebase Retrieval

V

VecRecall

snowfoxHQ

VecRecall 是一个进化版的 AI 长期记忆系统， v2.0 在纯向量检索之上，叠加 LLM 认知层（写入时自动抽取实体/关系/摘要/话题 + 语义去重）、时序知识图谱、遗忘曲线与主动蒸馏、多跳向量+图谱混合检索与静态加密，并把嵌入升级为「零依赖 subword 词法 + 多语言语义模型」双层。内置可复现评测集（21 组中英混合 query）中，召回率（R@5）达到 语义嵌入 100% /

M

Memory MCP Lite

thuupx

A local-first, token-efficient MCP memory server for AI coding clients

M

MCP Rag Agent

luisrodriguesphd

This repository presents a production-ready RAG system combining LangGraph agent with Model Context Protocol (MCP) integration. Features hybrid search using Reciprocal Rank Fusion (RRF) via MongoDB ve

W

Wso2 Docs

Resmi

io.github.iamvirul

Semantic search over WSO2 docs (APIM, IS, MI, Choreo, Ballerina) via RAG and pgvector.

Z

Zoom Search

goofrey

MCP search and evidence tool for AI agents with query rewriting, source zoom-in, sourced answers, and runtime metrics.

L

Leteo

asanabrial

Persistent memory for AI coding agents. MCP server + lifecycle hooks that give Claude Code, Codex and Cursor long-term memory across sessions — one Rust binary, one local SQLite database, no server.