M

MCP HierarchicalClassificationSystem

adimo20

MCP-Server for hierarchical classification systems in official statics like COICOP, SEA or NACE

N

Nesift

scottgl9

Fast, local semantic search over web content for AI agents. Hybrid BM25 + potion-retrieval-32M embeddings, cross-page dedup, token-budget mode, MCP server, SearXNG bridge. ~90% fewer tokens than raw w

S

Semantic Code

smallthinkingmachines

MCP server for semantic code search using AST-aware chunking and vector embeddings.

R

Rippr

mrslbt

YouTube transcript ripper for RAG, LLM workflows, and AI research. Chrome extension. Multiple output formats

M

Memex

patravishek

Retains Claudes session

N

Neuromcp

AdelElo13

Semantic memory for AI agents — local-first MCP server with hybrid search, governance, and consolidation

S

Stellaris Code Search

GDM-Pixel

MCP tool to enable semantic code search in your project.

L

Loomem

vvooki-sys

Open-source context layer for LLM agents — a single Rust binary served over MCP that feeds Claude, ChatGPT, Codex or any MCP client the facts, decisions & history they need. Local-first, on-device emb

A

Axelera Voyager Local Assistant

fxd0h

Local AI assistant for the Axelera Voyager SDK and Metis AIPU — semantic RAG over the public Axelera sources + workflow skills, via MCP. No account, no cloud.

P

Powernode Platform

nodealchemy

Open-source mission control for AI agent fleets — chat to provision, agents to operate, humans to approve.

M

Memscope

Boti-Ormandi

MCP server for low-level Windows process memory research. Typed reads/writes, AOB scans, x64 inline hooking, PEB introspection, server-side Lua 5.4.

S

SsuMCP

ghdtjdwn

숭실대 공개·개인 데이터를 MCP 도구와 REST API로 제공하고 인증·동의·장애 격리를 관리하는 비공식 백엔드

E

Ephemeral Buffer

k-rister

Ephemeral in-memory command output capture and hybrid search MCP server for coding agents.

W

Weasley Deepmind

potatohoney-p

Secure, fragment-based long-term memory for MCP-compatible AI agents.

C

CodeRef AI

keaizuizui

CodeRef-AI：Vibe Coding 项目的治理外脑 | 安全、健康、变更守护平台 CodeRef AI: The Governance External Brain for Vibe Coding Projects | Security, Health, Change Guard Platform

A

Agentmemory

Obidel

Visual memory manager for AI agents. MCP-native. Open core.

F

Flux Memory

harsh5i

Self-organizing retrieval fabric for AI memory — deployable MCP server, REST API, and Python SDK

S

Shipit Agent

shipiit

Powerful Python agent runtime with tools, MCP, Hooks, Skills, Rag, memory, sessions, reasoning, and streaming packets.

R

Redm MCP Public

Cmoen11

MCP server for RedM / RDR3: native lookups (hash name), semantic search, VORP, RSGCore, oxmysql, rdr3_discoveries community data. Hosted HTTP endpoint, no auth.

M

Mitre

lidless-labs

MCP server for the MITRE ATT&CK knowledge base: map alerts to techniques, profile threat groups, analyze detection coverage, and enrich SOC workflows from an AI client.

G

Ghost

wcatz

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

L

LxDIG

lexCoder2

Dynamic Intelligence Graph (DIG) MCP server for AI coding agents. Persistent code knowledge graph, a code RAG improvement, with hybrid Graph + Vector + BM25 retrieval, agent memory, multi-agent coordi

M

Memory Bank Loader

abeyuya

This is an MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency when loading memory-bank, saving both time and money.

C

Cursor Cortex

flores-ac

Structured memory system for AI assistants. Eliminates context loss with branch notes, tacit knowledge, and project context. Local MCP integration for Cursor IDE.

M

Meeting Agent

lixiuyin

A full-stack multimodal meeting intelligence system with layered RAG, long-term memory, and skill-based generation.

K

Kb Bridge

egpivo

MCP server for enhancing knowledge base search and retrieval

F

Fln

nesvet

Local, explainable context compiler for AI coding agents. Analyze → plan → emit optimal context — with why/doctor diagnostics. No embeddings, no server.

K

Knowl

baldaworks

Self-hosted LLM wiki turning project context into OKF memory

A

Avvarre

PralhadYadawad

AI context that survives the chat window. Persistent repo memory, impact analysis, and instant style audits in one command.

M

MemoryWiki

MemoryWiki

Local-first Memory Wiki for AI agents

A

Agent Mem

junknet

High-performance, pure Go memory middleware for AI Agents (Claude/Cursor). Features active file watching, auto-distillation via LLM, and 'Single Source of Truth' versioning. Native MCP support.

E

Engine

nexusyn

Open-source long-term, time-aware memory engine for AI agents (MCP + hybrid search + bi-temporal recall)

G

Gdocumentor

tanaikech

Socratic AI Writing & Code Review Coach + 0-Token Google Docs Editor (Go CLI, Zero-GEMINI_API_KEY Host-AI MCP Server & 7-Client Skill Installer with WSL2<->Windows Bridge). Applies UTF-16 inline sugge

2

2ndbrain

apresai

AI-native markdown knowledge base with semantic search, RAG, and MCP server

Z

Zed MCP Server Basic Memory

ossfellow

Basic Memory MCP server integration, for Zed Editor's Assistant.

R

Rag Server

bengtfrost

High-performance RAG server in Rust. Hybrid BM25 + vector search, dual rerankers (BGE/Mxbai), exact BPE tokenization, MCP tools for Goose/Aider, LRU query cache, 100% local. 800% iGPU speedup on Void