Discover Awesome MCP Servers

pdf2zh-next-mcp

MCP server for translating PDFs using pdf2zh-next, preserving document context by extracting all text segments for LLM translation at once.

Wahoo MCP Server

An MCP server for interacting with the Wahoo Cloud API to manage workouts, routes, training plans, and power zones. It enables users to list, retrieve, and create fitness data through secure OAuth 2.0 authentication.

mcp-nass

MCP server for accessing USDA National Agricultural Statistics Service (Quick Stats) data, enabling natural language queries about agricultural statistics.

GitLab MCP Server

Connects AI assistants to GitLab, enabling natural language queries for merge requests, reviews, discussions, pipeline tests, and job logs with the ability to respond to comments and resolve discussions.

sanjoy1234/gauntlex

MCP Server for Adversarial Co-Generation Engine Generates code and adversarial attacks from the same specification, at the same time — before a commit exists.

Romanian Data Protection MCP

Query Romanian data protection data — regulations, decisions, and requirements from ANSPDCP — directly from Claude, Cursor, or any MCP-compatible client.

android-phone-mcp-server

MCP server for controlling Android devices via semantic actions with verification, enabling any MCP client to interact with phones through natural language and structured tools.

mcp-tldr

MCP server that exposes llm-tldr code analysis tools (tree, structure, context, search, impact, etc.) to MCP clients like Claude Code for project understanding and debugging.

JMeter MCP Server

AI 어시스턴트가 자연어 명령을 통해 JMeter 성능 테스트를 실행하고 관리할 수 있도록 하는 모델 컨텍스트 프로토콜 서버.

yougile-mcp

MCP server for YouGile project management. Provides 57 tools covering 100% of YouGile API v2, enabling natural language management of projects, boards, columns, tasks, chats, users, and more.

Vision QA MCP

An MCP server that enables automated quality control for generated images, evaluating them against reference images and rules to return structured scores and issues.

bach-walmart_scraper4

Enables scraping Walmart product data, including product details, top products by category, and monitoring scraping tasks.

opencli-mcp

MCP server wrapping OpenCLI to let agents control a real Windows Chrome browser, reusing existing login sessions and extensions, with DOM/AX snapshot, action, and network capabilities.

Property Descriptions

UK property listing description generator. Give an AI assistant a postcode or address — it fetches comparable sales, EPC ratings, and Rightmove listings, then writes three copy variants ready for Rightmove, social media, and email.

3GPP MCP Server

Enables AI assistants to access and search 3GPP telecommunications specifications through direct integration with the TSpec-LLM dataset. Provides real-time specification content, implementation requirements, and multi-spec comparisons for 3GPP standards development.

lighthouse-mcp

Enables running Lighthouse web performance audits via MCP, providing Core Web Vitals, performance scores, and optimization suggestions for single or multiple URLs.

wpa-mcp

MCP server analyzing Windows ETW (.etl) traces — 54 tools spanning CPU/wait stacks, image-load gaps, file/disk/mmap I/O, VirtualAlloc, network, registry, ALPC, DPC/ISR, CLR (GC/JIT/alloc/exception/contention), NT heap, and any user-mode ETW provider. Domain-neutral; works on any Windows trace.

KAIROS MCP

Enables AI agents to store and execute reusable protocol chains with persistent memory and deterministic execution.

bark-mcp-server

A Model Context Protocol (MCP) server for sending iOS push notifications via Bark.

Ressl MCP

Enables searching for keywords within files with case-sensitive/insensitive options, returning matching lines with line numbers for easy reference.

mcp-lobsters

Fetches trending and latest stories, individual stories with comments, and search by tags from Lobsters.

Alpha Vantage MCP Server

Enables LLMs and agentic workflows to access real-time and historical stock market data through the Model Context Protocol.

CoCounsel Standalone MCP

MCP server enabling natural language queries across CoCounsel customer insights data sources, including Gong calls, NPS feedback, skills feedback, support cases, Teams messages, and SharePoint VOC documents.

qring-mcp

A quantum-inspired secret manager that anchors API keys to your OS-native vault, preventing plaintext .env leaks. It empowers AI agents with advanced mechanics like multi-environment superposition, linked entanglements, and ephemeral in-memory tunneling.

assets-store-mcp

MCP server for managing personal assets (images, files) in Vercel Blob storage, enabling upload, list, metadata, delete, and copy operations.

arXiv Search MCP Server

arXiv.org에서 논문을 검색하고 가져오는 도구를 제공하는 MCP 서버입니다.

substack-mcp

FastMCP server for Substack: publish Notes and posts, pull analytics, manage drafts, bridge Obsidian vault drafts, and generate visual cards.

MS-Lucidia-Voice-Gateway-MCP

A server providing text-to-speech and speech-to-text functionalities using Windows' native speech services without external dependencies.

rampart

Offline, dependency-free transport-layer hardening auditor for MCP Streamable HTTP endpoints, probing for DNS rebinding, CORS, session-ID, cleartext, and protocol conformance defects with a severity-weighted score and CI gate.

Mapbox MCP Server

Enables integration with Mapbox API for navigation and location services, including directions between coordinates or places, travel time/distance matrices, and geocoding to search places and convert addresses to coordinates.