Discover Awesome MCP Servers

Magma MCP Server

A server for the Magma mathematical computing system that uses RAG to retrieve concepts from the Magma Handbook and generate Magma code.

CyberArk Privilege Cloud MCP Server

Enables privileged access management for CyberArk Privilege Cloud through 53 tools for account management, safe management, platform management, and session monitoring.

MCP Kali Server

Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetration testing, CTF challenge solving, and automated security reconnaissance through command execution.

Apple Notes MCP Server

Enables AI assistants to read, create, search, update, and delete Apple Notes through natural language conversation, using JXA to communicate directly with the Notes app.

opendata-mcp

Enables interaction with the OpenData Platform API by dynamically exposing all endpoints as MCP tools with typed input schemas and HTTP handlers.

proxmox-mcp

Enables AI assistants to manage Proxmox VE virtual machines via MCP and OpenAPI, supporting operations like start, stop, clone, and snapshot.

mcp-clinicaltrials

Wraps the ClinicalTrials.gov API v2 to enable querying clinical trials data through natural language.

MCP Test Automation Framework

Enables AI-powered web test automation with self-healing locators and automatic GitHub checkin.

database-mcp-server

A Model Context Protocol server for unified database access and management, supporting multiple databases with CRUD operations, transactions, metadata queries, and built-in security features.

🤖 Agenite

🤖 TypeScriptで強力なAIエージェントを構築しましょう。Ageniteは、ツール、ストリーミング、マルチエージェントアーキテクチャをファーストクラスでサポートし、AIエージェントの作成、構成、制御を容易にします。OpenAI、Anthropic、AWS Bedrock、Ollamaなどのプロバイダーをシームレスに切り替えることができます。

BSC MCP Server with four.meme

Enables interaction with Binance Smart Chain, including wallet management, token transfers, contract execution, PancakeSwap swaps, and four.meme token creation.

Enterprise Crypto MCP Gateway

Enables MCP-compatible AI clients to access live crypto market data and AI-driven quantitative analysis, with structured outputs and full observability.

MCPDB - Database Access MCP Server

Provides Claude Desktop with secure access to multiple database connections, allowing users to query MySQL, PostgreSQL, SQLite, and SQL Server databases directly through natural language.

vencord-mcp

An MCP server that lets coding agents read a running Discord client's internals—stores, webpack modules, patches, React props, and gateway traffic—without restarting.

MCP Tabular Data Analysis Server

Enables comprehensive analysis of CSV files and SQLite databases through tools for statistics, correlations, anomaly detection, pivot tables, time series analysis, visualization, and automated insights discovery.

milvus-sdk-code-helper

An MCP server designed to assist with generating, converting, and translating Milvus SDK code by retrieving relevant documentation and snippets. It supports PyMilvus code generation, ORM-to-client conversion, and cross-language translation between Python, Java, Go, and other supported languages.

LangSearch MCP Server

An MCP server that provides web search and semantic reranking capabilities using the LangSearch API. It enables searching billions of web documents with AI-optimized results and reordering them based on semantic relevance scores.

XS Shlink MCP

Enables to manage and analyze a Shlink URL-shortener instance with tools for short URLs, visits, tags, domains, redirect rules, QR codes, and Mercure integration.

MySQL Server

AIモデルがModel Control Protocolを通じてMySQLデータベースとやり取りできるようにするサーバー。テーブル作成、スキーマ検査、クエリ実行、データ取得のためのツールを提供する。

code-dna-tracker

Tracks the complete lineage and DNA of every line of code, enabling impact analysis, bug risk prediction, and code archaeology through deterministic analysis of git history and AST.

mcp-meetsync

Integrates the MeetSync calendar negotiation API to enable AI agents to autonomously manage participants, find mutual availability, and handle meeting bookings. It exposes 19 tools for end-to-end scheduling workflows including participant preferences, proposals, and confirmations.

obsidian-connector

A local MCP connector that lets Claude read, write and search any Obsidian vault directly from disk.

gBizINFO MCP Server

Enables users to search and retrieve Japanese corporate information from the gBizINFO API. Supports company searches by name, corporate number, industry, location, and other criteria, plus access to detailed business data including financials, certifications, and workplace information.

adr-skills

Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review, duplicate detection, and dependency graph.

error-broker

Classifies agent errors and provides clear recovery actions (retry, escalate) with configurable categories and strategies, plus MCP tools for direct agent use.

memex

Provides long-term local memory for AI coding agents via MCP, enabling persistent recall of preferences and project facts across chat sessions.

aws-knowledge-plus

Enables searching and reading AWS knowledge from sources the official AWS Knowledge MCP Server does not index, including re:Post community Q&A, kiro.dev documentation, and AWS Builder Center posts.

blvd-mcp

An MCP server for Boulevard salon and spa operations that monitors shift utilization and manages calendar blocks. It enables users to interact with staff, appointments, and services through natural language via the Boulevard API.

hronaut

Enables AI agents to control a persistent local browser with live tabs, navigation, interaction, inspection, and state management through MCP.

Bitrix24 MCP Server

MCP server for integrating AI assistants with Bitrix24, enabling retrieval and management of CRM entities, tasks, scrum, and knowledge bases through natural language.