MCP Servers

README

yoshichiba

rails-mcp-server Gemのデモアプリです。

Notion MCP Server

MCP-Mirror

Mirror of

MCP Synaptic

jvanmelckebeke

Memory-enhanced MCP server with local RAG database and expiring memory capabilities

Optimized Memory MCP Server v2

AgentWong

This is a personal project to test Claude AI's ability to self-write an MCP Server code for its own use.

Memory Quality Mcp

ladyiceberg

A Claude Code MCP plugin that audits and cleans up your AI memory.

🔍 MCP Server - Vector Search

omarguzmanm

MCP Server to improve LLM context through vector search.

Mcp_server_memory

yangsenessa

MCP demp

Firebase Docs MCP Server Setup

nohe427

This is a sample for showing how to do FIrebase Docs as an MCP server (including indexing documents)

📝 AI Sticky Notes – MCP Project

itsmerizzi

A simple AI-powered sticky notes app using MCP (Model Context Protocol) to add, read, delete, and summarize notes through Claude Desktop.

Notion MCP Client

phoenine

A simple MCP server that integrates with Notion's API to manage my personal habit track.

mimari.ai — Turkey Building Regulations MCP

UzunGridera

Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulations, 502 standards, 3300+ articles, 2000+ wiki pages. 7 tools: building code Q&A, architectural standards, TAKS/KAKS calculator, parking requirements, construction cost estimator, building violation p

Persistent AI memory backend with semantic search and knowledge graph.

墨问创作助手

we-mowen

墨问是集记录、创作和分享于一体的智能笔记工具和内容社区，让有价值的内容，在人与人之间流动。

docs

chiisen

使用 Hexo 架設簡單的分享技術文件並發佈到"cloudflare"，包含介紹文章: "全面瞭解 n8n v1.88.0 的重磅更新 —— MCP Server"、"教會你用 Google AI Studio 提早結束工作回家"、"C# 設計模式學習筆記與程式碼範例"、"JavaScript 設計模式學習筆記與程式碼範例"、"Functional Design Pattern 是一個結合函數式程式設計和設計模式的概念"

Enhanced Obsidian MCP Server with Claude.ai Remote Integration, Tailscale Support, and Advanced Query Capabilities!

Library Docs MCP Server

vikramdse

Library docs MCP server

MCP sever for fetching latest Keyclaok documentation in LLM friendly format

Flowmusicai Mcp Server

rocnubie

Flow Music AI (flowmusicai.app) is a browser-based AI song generator that converts a plain-text description into a fully produced, mixed track in roughly 80 seconds. You type a one-line brief, optionally choose genre tags and a vocal mode, paste your own lyrics or let the built-i

Knowledge Graph & Causal Discovery

apifyforge

Knowledge graph causal discovery over multi-domain research data, delivered through a single Model Context Protocol interface.

Confluence Wiki MCP Server Extension

MCP-Mirror

Mirror of

Notion Chakra MCP

thestumonkey

fastmcp implementation of notion-mcp server with support for extensible custom objects and functions

Memra

usememra

Memra MCP server — persistent memory for AI agents. EU-hosted, privacy-first, sub-100ms hybrid recall.

MCP Server

JanithSilva

MCP server that provides tools for metadata retrieval from SharePoint and entity retrieval from a Neo4j knowledge graph using semantic similarity search.

docs-to-mcp-cli

AzureDevOpsAPI

A CLI utility for turning your docs into a stdio MCP server

Memory Cache Server

MCP-Mirror

Mirror of

Quelvio

Quelvio

Your company's brain for AI agents. MCP server for Quelvio enterprise knowledge platform.

Obsidian MCP Server Enhanced

labeveryday

This project provides a Model Context Protocol (MCP) server for interacting with Obsidian vaults through AI assistants.

Memory MCP Server

LucienBrule

MCP Memory Server - Qdrant

Collective procedural-knowledge network for AI agents — the shared route map of the agent economy. Before attempting a non-trivial task (API integration, multi-step procedure), agents query Waymark for verified routes: step sequences and known gotchas other agents documented. Aft

Socraticode

giancarloerra

Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.

The memory layer for AI coding tools. Local-first, semantic, 9 MCP tools with consolidation and project scoping. Works with Claude Code, Cursor, Windsurf & any MCP client.

Oboyu (覚ゆ)

sonesuke

Self-hosted MCP Japanese text indexing & search—chunking+embeddings with BM25×vector rerank

GitHub Knowledge Graph MCP Server

ItamarZand88

MCP server for GitHub Knowledge Graph exploration and analysis

Wiki.js MCP Server

BehindUAll

Model Context Protocol (MCP) server for Wiki.js with hierarchical documentation & Docker setup

A high-performance, pure Rust Model Context Protocol (MCP) server that provides persistent, semantic, and graph-based memory for AI agents.

Myco Brain is a self-hosted, open-source (Apache-2.0) memory layer and MCP server for AI agents. Cross-session recall with a deterministic write path and source-backed answers (brain_why), on your own Postgres, no API keys to start. 11 brain_* tools; keyless semantic search via l

This project provides a Model-Context-Protocol (MCP) server that interfaces with the ThemeParks.wiki API. It allows users to access real-time and static data for theme parks, including destinations, attractions, wait times, and schedules.

A local knowledge management MCP server built with FastMCP framework.

Markdown-First MCP Server for Notion - Composite Actions, Auto-Pagination, Bulk Operations optimized for AI Agents

A Go implementation of the Model Context Protocol (MCP) server for Atlassian Confluence Data Center

Confluence MCP Server

minhoyooDEV

confluence-mcp-server for 8

Preflight validation before every AI agent action. Block hallucinations, stop drift, prove what's safe to act on. F1=1.000 across 239 corpus cases.

Contextforge

alfredoizdev

Persistent memory MCP server for Claude. Store decisions, code snippets, and knowledge that

DejaView is a persistent knowledge graph memory layer for AI agents. It gives every MCP-compatible AI host shared, queryable memory of people, projects, decisions, and relationships — stored in a graph that grows smarter over time.