Discover Awesome MCP Servers

JMeter MCP Server

AIアシスタントが自然言語コマンドを通じてJMeterのパフォーマンステストを実行および管理できるようにする、モデルコンテキストプロトコルサーバー。

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.

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.

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.

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.

mcp-buddy

Exposes Claude Code /buddy stats and personality as MCP tools, generating deterministic buddy profiles with species, stats, and soul descriptions based on user IDs.

lyxamour-mcp

A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5), web management interface, and flexible tool grouping system. Supports multiple transport protocols (stdio, SSE, HTTP Stream) with zero external dependencies.

parallax-mcp

Starts a server exposing a crosscheck tool to render-verify generated SQL or regex artifacts before trusting the result.

subcodex-mcp

MCP server that enables Claude Code to delegate code generation and debugging to OpenAI Codex, with stall detection and auto-recovery.

Public MCP Exam Server

Exposes a single tool solve_challenge that reads the X-Exam-Challenge HTTP header and returns the first 16 hex characters of SHA-256 of the challenge with a domain suffix.

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.

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.

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.