Discover Awesome MCP Servers

mcp-java-dev-tools

Bridges agentic coding tools and live Java runtime behavior through a lightweight sidecar agent. Attaches directly to a running JVM to provide bytecode-level runtime signals for probe-verified inspection and deterministic debugging.

deepset-mcp

Enables AI agents to build and debug pipelines on the Haystack Enterprise AI platform through 30+ specialized tools, and provides a Python SDK for programmatic access.

MCP Server Kubernetes

Manages Kubernetes clusters through kubectl and Helm operations including pod cleanup, node management, and troubleshooting.

backtest360-mcp

MCP server that exposes the Backtest360 backtesting engine API as tools, enabling AI agents to conversationally discover indicators, build and validate strategies, run backtests, and read results.

Chain of Draft Server

链式草稿服务器 (Chain of Draft Server) 是一个强大的 AI 驱动工具，它通过系统化、迭代式地改进想法和设计，帮助开发者做出更好的决策。它可以与流行的 AI 代理无缝集成，并为推理、API 设计、架构决策、代码编写提供结构化的方法。

ME4-YOUTUBE

YouTube Content Extraction Service for the ME4 suite, enabling download, metadata, transcripts, and comments via MCP, HTTP, and ZMQ interfaces.

DiSH MCP Server

Enables interaction with the DiSH room booking platform to search availability, create bookings, and manage reservations. It allows AI assistants to handle meeting room logistics directly through natural language commands.

mcp-selenium-python

Enables LLMs to automate browser tasks (navigation, clicks, text input) via Selenium through the Model Context Protocol.

dep-diff-mcp

Translates a lockfile diff into a human-readable upgrade plan. For every dependency bump (npm or PyPI) returns semver class, breaking changes from GitHub release notes, CVEs fixed in the range, migration guide links, and a clear per-package recommendation. Bulk tool ranks up to 50 package changes in parallel by risk (security > caution > review > likely-safe > safe).

Aion Memory Nexus

A trusted memory and predictive analysis MCP server for AI agents, enabling evidence-based memory management, pattern analysis, and decision support with full audit trails.

SkyFi MCP Server

Provides access to SkyFi's satellite imagery API for searching, ordering, tasking, monitoring, and geographic operations through natural language.

ChatGPT WebSearch MCP

Provides access to OpenAI's ChatGPT API with web search capabilities for Claude and other MCP clients. Supports various GPT models with configurable parameters like reasoning effort, temperature, and streaming mode.

Remote MCP AuthKit

Enables remote MCP client connections with WorkOS AuthKit authentication, supporting organization-centric user management and permission-based tool access control.

Personal Task Manager MCP

Enables AI assistants to manage tasks with full lifecycle support including due dates, priorities, tags, subtasks, and project lists via 19 SQLite-backed MCP tools.

Neon MCP Server

Enables natural language interaction with Neon PostgreSQL databases, supporting project management, SQL execution, and database migrations through MCP.

Procrastinator MCP Server

An OAuth-authenticated MCP server that bridges Claude AI with a task management system, allowing users to list, create, and update tasks through natural language commands.

MCP Qdrant Codebase Embeddings

A Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.

feishu-wiki-mcp

An MCP server that exposes Feishu (Lark) APIs as standardized tools, enabling knowledge base, document, spreadsheet, and IM operations through any MCP client.

Mimiq MCP

Your AI coding agent tests pages, copy, and flows on simulated users while building.

@cassette.diy/mcp

MCP server for managing Cassette music releases and Creator clips through AI assistants via personal access tokens.

dayi-search-mcp

Enables querying Chinese medical information (drugs, diseases, doctors, symptoms) from the Dayi platform with structured output and auto-type detection.

Student Registration MCP Server

Enables AI assistants to manage student registration through natural language commands. Supports registering new students, listing all students, and retrieving specific student information with data validation.

abap-mcp-server

Provides ABAP developers with unified search, document retrieval, feature matrix lookup, SAP Community search, and local ABAP linting capabilities via MCP.

Google Workspace CRM MCP Server

A Python MCP server that provides a lightweight CRM by integrating Google Sheets, Gmail, and Google Docs for contact management, email communication, and document creation. It features 30 specialized tools, OAuth2 endpoint protection, and a comprehensive audit logging system.

Screen Capture MCP

Enables AI agents to capture screen regions by defining a visual overlay or arbitrary coordinates, returning base64 PNG images.

Short Video Agent Kit

Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/Grok and Seedance.

Kontext MCP Server

Portable, provider-agnostic memory for AI agents using Azure Data Explorer (Kusto) with temporal and semantic scoring.

gedcom-mcp

Reads and searches GEDCOM 5.5.1 files, enabling AI agents to look up individuals, families, sources, and multimedia references in a family tree.

building-register-mcp

Queries South Korean building register data (e.g., floor area, parking, seismic design) via a single unified tool, converting API responses to Korean field names for easy AI understanding.

TA-Lib MCP Server

Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Bands, and Stochastic through MCP, enabling AI assistants to perform financial market analysis and calculations on price data.