Discover Awesome MCP Servers

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.

jmd-mcp-sql

Enables natural language database interaction with SQLite through JMD documents, allowing CRUD operations and schema management via simple text format.

OSC MCP Server

MCP server for controlling Behringer X-Air digital mixers via OSC, with symbolic naming and dB-to-float conversion.

Spring Boot AI MCP Client

Aplikasi Spring Boot untuk berinteraksi dengan server MCP menggunakan Spring AI Chat Client dan Rest Controller.

playwright-mcp

Enables LLMs to automate web browsers using Playwright through structured accessibility snapshots, allowing interaction with web pages without needing vision models.

hub-equity-mcp

Standardizes XBRL financial data from US SEC and European ESEF filings for LLM agents, enabling querying normalized financial facts like revenue and total assets across issuers and taxonomies.

mcp-stealth-chrome

Provides 133 stealth tools for AI agents to bypass Cloudflare, Turnstile, and reCAPTCHA, including LLM-optimized actions like describe_page and smart_fill.

Registry MCP

A Model Context Protocol server for assisting users in registering their MCP servers, knowledge graph components, and other biomedical tools to the BioContextAI registry.

Boxtalk Data MCP Server

Provides tools for interacting with SQL Server databases, enabling users to retrieve paginated table data, inspect schemas, and count records. It features enforced pagination and secure configuration options to manage database operations efficiently through natural language.

code-verify-mcp

An MCP server for verifying AI-generated code quality, security, and performance, addressing trust gaps in AI coding assistants.

toni-mcp-server

A TypeScript MCP server boilerplate providing example tools and resources for rapid development and testing of Model Context Protocol servers.

mcp-server-google-vision

Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of scanned documents, handwriting, and images.

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.

AlibabaCloud DevOps MCP Server

Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for managing code repositories, work items, pipelines, packages, and application delivery. Supports project collaboration, code reviews, and automated deployment workflows.

Waldzell Metagames Server

Provides access to 27+ structured problem-solving frameworks and game-theoretic workflows for software development, project management, and operations research. Helps prevent analysis paralysis and scope creep by transforming open-ended challenges into systematic, time-boxed approaches with clear decision gates.

MCP Local LLM Server

A privacy-first MCP server that provides local LLM-enhanced tools for code analysis, security scanning, and automated task execution using backends like Ollama and LM Studio. It enables symbol-aware code reviews and workspace exploration while ensuring that all code and analysis remain strictly on your local machine.

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.

substack-mcp

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

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

Sebuah server MCP yang menyediakan alat untuk mencari dan mengambil makalah dari arXiv.org.

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.