Discover Awesome MCP Servers

MCP Resume Chat Server

Enables chat-based interaction with resume data and sending email notifications via MCP tools.

AmiyaBot MCP Server

Provides MCP server and CLI for querying Arknights game data, including operator skills, glossary, and resource updates.

Binance MCP Server

Enables AI agents to interact with Binance cryptocurrency exchange for trading operations, real-time market data access, portfolio management, and account monitoring through secure API integration.

MinerU Open MCP (Official)

Official MinerU MCP server for parsing PDF, DOCX, PPTX, images, and HTML into Markdown. Supports 109-language OCR, Flash mode (no token), and Precision mode (token)

Code Review Assistant

An MCP server that automates code review by providing syntax checking, code explanation, and improvement suggestions using a multi-agent system.

Rover MCP Server

A ModelContextProvider server that enables secure querying of Red Hat internal groups API using client certificate authentication.

Database Mcp

# Layanan MCP Database Layanan MCP (Metoro Control Protocol) dengan kemampuan database, mendukung berbagai jenis database melalui GORM. ## Fitur - Dukungan untuk berbagai jenis database: - MySQL - PostgreSQL - SQLite - SQL Server - ClickHouse - Konfigurasi melalui: - File konfigurasi (YAML) - Argumen baris perintah - Variabel lingkungan - Integrasi protokol MCP - Dukungan GORM ORM ## Instalasi 1. Klon repositori 2. Instal dependensi: ```bash go mod tidy ``` ## Konfigurasi ### File Konfigurasi (config.yaml) Buat file `config.yaml` dengan struktur berikut: ```yaml database: type: "mysql" # mysql, postgres, sqlite, sqlserver, clickhouse host: "localhost" port: 3306 username: "root" password: "password" database: "mydb" ssl_mode: "disable" # untuk postgres file: "database.db" # untuk sqlite ``` ### Argumen Baris Perintah Anda dapat menimpa pengaturan file konfigurasi menggunakan argumen baris perintah: ```bash ./database-mcp --config=config.yaml \ --db-type=mysql \ --db-host=localhost \ --db-port=3306 \ --db-user=root \ --db-pass=password \ --db-name=mydb \ --db-ssl-mode=disable \ --db-file=database.db ``` Argumen baris perintah yang tersedia: - `--config`: Path ke file konfigurasi (default: "config.yaml") - `--db-type`: Jenis database (mysql, postgres, sqlite, sqlserver, clickhouse) - `--db-host`: Host database - `--db-port`: Port database - `--db-user`: Username database - `--db-pass`: Password database - `--db-name`: Nama database - `--db-ssl-mode`: Mode SSL (untuk PostgreSQL) - `--db-file`: File database (untuk SQLite) ## Penggunaan 1. Jalankan layanan: ```bash ./database-mcp ``` 2. Layanan akan: - Memuat konfigurasi dari file dan/atau baris perintah - Menginisialisasi koneksi database - Memulai server MCP - Mendaftarkan alat dan sumber daya yang tersedia ## Konfigurasi MCP Untuk menggunakan layanan MCP, konfigurasikan endpoint MCP di klien MCP Anda: ``` http://127.0.0.1:8080/sse ``` Ini akan menghubungkan klien MCP Anda ke layanan lokal yang berjalan di port 8080. ## Alat MCP Layanan menyediakan alat MCP berikut: 1. `get_tables`: Mendapatkan semua tabel dalam database - Mengembalikan daftar tabel dengan nama dan komentarnya 2. `get_table_detail`: Mendapatkan informasi detail tentang tabel tertentu - Argumen: - `table_name`: Nama tabel untuk mendapatkan detailnya - Mengembalikan informasi tabel termasuk: - Nama dan komentar tabel - Informasi kolom (nama, tipe, komentar, nullable, nilai default) 3. `execute_sql`: Menjalankan query SQL - Argumen: - `query`: Query SQL yang akan dijalankan - Mengembalikan: - Untuk query SELECT: Array hasil - Untuk query lainnya: Jumlah baris yang terpengaruh ## Lisensi Lisensi MIT

Self-hosted MCP server for Claude

Give Claude direct access to your AWS account, SSH into your servers, run shell commands on your laptop, query your databases, and manage PM2 processes — all from a Claude chat. No Claude Code subscription needed. Your keys never leave your machine.

AI Agent Template MCP Server

An MCP server that enhances AI agents' coding capabilities by providing zero hallucinations, improved code quality, security-first approach, high test coverage, and efficient context management.

Godle

Free AI prompt orchestration with 185 expert roles, 1,741 templates, and 4 MCP tools — no API key required

WeChat Article MCP Server

Enables saving articles to WeChat Official Account drafts with support for rich text, automatic image upload, and Markdown rendering including Mermaid diagrams.

Intervals.icu MCP Server

Provides access to the Intervals.icu API for interacting with training data, activities, events, and wellness information.

Context Guardian

MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giving agents precision retrieval tools instead of raw context dumps.

RongCloud MCP Server

Enables AI assistants to manage RongCloud instant messaging services, including user registration, message sending, and group operations.

BMAD Agent FastMCP Service

A professional AI agent system that provides 10+ specialized agents and 25+ MCP tools to support development workflows in Cursor IDE, with dual LLM mode support (built-in and DeepSeek API).

Dangerous MCP

Server demonstrasi yang mengungkap risiko keamanan dengan mengakses variabel lingkungan sensitif, mengilustrasikan bagaimana alat MCP berpotensi membocorkan data pengguna tanpa persetujuan eksplisit.

MCP Server

A basic MCP server implementation using Node.js and TypeScript that bridges AI models with external tools and data sources via JSON-RPC.

nobulex-mcp-server

Proof-of-behavior enforcement for AI agents. Declare behavioral constraints, enforce at runtime, produce SHA-256 hash-chained audit trails. Supports covenants (permit/forbid/require), real-time verification, and cross-agent trust handshakes.

repocks

Transforms Markdown documentation into an intelligent knowledge base with AI-powered search and Q\&A through an MCP server.

Kibana Dashboard Builder

Enables AI agents to create and manage Kibana dashboards, Lens visualizations, and data views via the Kibana Saved Objects API. It allows for programmatically listing existing resources and assembling new visualizations into dashboards through natural language commands.

Find BGM MCP Server

Helps YouTube content creators find perfect background music for their shorts by analyzing script content for mood, theme, and pacing, then recommending suitable tracks from YouTube Music with confidence scoring and duration filtering.

Semantic Search MCP Server

Enables semantic search over documentation stored in a Vectorize database using the Cloudflare Agents SDK, allowing users to query indexed content via natural language.

japan-seasons-mcp

Live Japan seasonal travel data from Japan Meteorological Corporation. 12 tools covering cherry blossom (sakura) forecasts, autumn leaves (koyo), fruit picking, flowers, festivals, and 3-day weather. 1,700+ GPS-tagged spots updated daily at 9AM JST. Works via npx or hosted HTTP endpoint — no auth required.

spinnaker-mcp

MCP server bridging Spinnaker continuous delivery platform to LLMs for application, pipeline, and deployment management

aman-mcp

Exposes identity, tools, workflows, guardrails, and evaluation as MCP tools — so any AI agent can read and write your ecosystem programmatically.

SSI Stock Data MCP Server

A Model Context Protocol server that enables AI assistants to query Vietnam stock intraday data from SSI FastConnect API, providing access to stock codes, detailed information, index data, and OHLC information through natural language queries.

MCP4Acumatica

Enables Claude to interact with Acumatica ERP through a remote MCP server with per-user OAuth, role-based access, and 44 tools for querying and managing ERP data.

coros-workout-mcp

Enables Claude to design strength workouts and push them directly to COROS watches via the Training Hub API. It supports searching an exercise catalog, creating workout routines, and listing existing workouts.

Tsumugi

An MCP-based memory layer for autonomous agents that provides observation, memory recall, and dreaming capabilities. It enables AI clients like Claude Code and Codex to store and search structured memories via a unified interface.

KanseiLink MCP Server

An intelligence layer for discovering and orchestrating Japanese SaaS MCP tools through intent-based search and workflow recipes. It enables AI agents to evaluate service quality using community-driven insights while ensuring privacy through automated PII masking.