지식 및 메모리 MCP 서버

M

Mnema

mnema-work

Signed, append-only decision records for AI coding agents: an MCP server and CLI that hand your team's decisions to Claude Code, Codex, Copilot CLI, Gemini CLI, OpenCode and other MCP hosts, hold the

P

Pbx Estimation

dennislee928

PBX Market Estimation & VoIP Trend Forecasting

T

Thaliyola

ramith27

Self-hosted team knowledge base for Claude and other MCP clients: shared project, design and tech knowledge with human review, semantic search and cross-project sharing.

M

Memnos

thameema

Namespace-scoped, token-authenticated shared memory for AI coding agents. Self-hosted on Postgres (embedded by default). MCP server, REST API & Python SDK.

M

Mosaic

hexxla

MCP server for agent memory over HexxlaDB—ring retrieval, embeddings + lexical search, seams, facets, YAML persistence policy, localhost HTTP transport.

A

AlphaFold Sovereign MCP

공식

io.github.smaniches

MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph

K

KhaosMCP Pentester Agent

henriqqw

KhaosMCP is a local-first, agent-operated pentest platform using AI via MCP. It connects the external operator to the complete assessment cycle: scoping, supervised execution, integrations, evidence g

T

Toskar Core

yeixio

Run AI models like Llama, Qwen, and Gemma on every computer you own, and manage them for everyone on your network. Local first, with OpenAI- and Anthropic-compatible APIs, people and roles, and MCP.

C

Code Rag

Mirrdhyn

MCP (Model Context Protocol) server for semantic code search. Replace grep/ripgrep with understanding-based code search.

A

Alphafold Sovereign

smaniches

BioMed MCP over AlphaFold DB + 8 public sources, with SQLite knowledge graph, offline mode, and explicit clinical-use limits.

M

Memory

harperreed

Go MCP server for HMLR hierarchical memory system with semantic search

C

Cortex Viz

cdeust

Cross-platform visualization MCP for Cortex — host-neutral live activity from Codex, Gemini CLI, Claude Code, and other MCP clients; memory galaxy, execution trace, knowledge graph, consolidation boar

R

RAG In A Box

DevNexsler

RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.

T

Tusk

germanamz

Agent memory you can code-review. Tusk indexes a folder of markdown into a typed, searchable graph your agents query over MCP. It stays plain files in git, and tusk doctor fails CI when a link dangles

M

Memoryguard

MerakOsiris

Local-first MCP memory governance for coding agents — Codex, Claude Code, Cursor, Grok, and Trae. Shared rules, deduplication, token insights, audit, and rollback.

M

Machai

machanism-org

Automate application assembly using semantic search for smart library selection on the Machanism platform.

O

Omnex

sup3rus3r

Omnex is not a search tool. It is the memory substrate for the agentic era — the data layer that sits beneath AI agents, AI operating systems, and human-AI interaction. What exists today (file systems

T

Tokenknows

johnnywuj81

Distill AI coding sessions (Claude Code / Codex / Cursor) into weekly reports, ADRs, incident reviews and a knowledge graph — local-first, evidence-linked.

R

RAG

NSANTRA

A Python-based server implementation of the Model Context Protocol (MCP) designed for Retrieval-Augmented Generation (RAG) workflows. It manages the flow of context, tool invocation and model output i

V

Vek Sync

Vektor-Memory

Vek-Sync - Built by Vektor Memory - (Model Context Protocol) MCP-sync server configurations in sync across all your AI editors - Open Source

A

Axon

dinglebear-ai

Self-hosted RAG stack for crawl, scrape, search, ingest, query, and ask workflows with Qdrant, TEI embeddings, Chrome rendering, MCP/CLI/REST, and Gemini synthesis.

P

Pathmark

hacksurvivor

Local-first memory shared by Codex, Claude Code, Cursor, Gemini CLI and other MCP agents. One local file, no account. By Sergey Moloman.

T

Time Library

strmforge

Time Library / 时间图书馆：一句话接入，适配任何平台；本机优先、可回源的 AI 记忆层。

E

ExternalBrain

bejranonda

Self-improving, self-hosted memory across every AI coding tool, project, and team (Claude Code, Cursor, Copilot, any MCP client). Autoskill proposes new skills from your sessions, so each project impr

S

Sentinel Agent

armanavasthi

Production-grade agentic RAG system built from scratch. LangGraph multi-agent orchestration, MCP, enterprise middleware, and RAGAS evaluation, with real production bugs diagnosed and fixed along the w

C

Codex Native Long Video Memory

NitcanKen

Local-first Codex plugin that indexes long videos with OCR/ASR and answers with timestamped, SHA-verified visual evidence.

T

Trellis Ai

ronsse

Shared context substrate for AI agents. Retrieval that learns what's useful. Runs local or cloud.

K

KGraph

ajksunkang-aios

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

W

Wso2 Docs

공식

io.github.iamvirul

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

D

Discord Vector Db

youngsecurity

A tool for retrieving Discord messages and storing them in a vector database for semantic search and analysis.

T

Tinderbox Archive

luckyrmp

Personal claude.ai conversation archive: schema, ingest, embeddings, hybrid retrieval, MCP server

L

Lorepack

burakdede

Give AI agents cited, versioned context from your docs and spreadsheets. Build, diff and roll back what Claude Code, Codex and any MCP client read. Local-first, no API keys.

J

Jettyio Skills

jettyio

Build, run, and monitor AI/ML workflows from any agent. MCP server extension for Claude Code, Gemini CLI, Cursor, VS Code Copilot, and more.

B

Building Ai Agents With Csharp And Dotnet 10

RachidD68

Building AI Agents with C# and .NET 10 — A Developer's First Guide to the Microsoft Agent Framework. Companion code: 125 runnable projects across 20 chapters, built on MAF 1.20.0, .NET 10 and C# 14.

W

Wirecat Desktop

WireCatLabs

The WireCat desktop app: search your chats, meetings and notes, connect any AI agent to them, and approve what it remembers. Local-first, for macOS, Windows and Linux.

F

Faulkner Db

Platano78

Temporal Knowledge Graph System for Architectural Memory - Track decisions, patterns, and failures with MCP integration for Claude Code/Desktop