Discover Awesome MCP Servers

claude-find

Pull Deep Memory from across your Claude Code Sessions — when you need it.

ai-testcase-generator-mcp

Generates comprehensive API test plans (positive, negative, and boundary/edge cases) from endpoint metadata using LLMs, and exports them as Excel files.

V Language MCP Server

Provides LLMs with comprehensive knowledge about the V programming language, including documentation access, code examples, standard library reference, and syntax explanations to help users learn and work with V.

sdlc-assist-mcp

Gives AI assistants read access to SDLC project artifacts stored in Supabase, enabling natural language queries about projects, artifacts, screens, and tech stacks, with optional IT cost estimation via Vertex AI Gemini.

Illustrator MCP Server

Enables bots to send JavaScript scripts to Adobe Illustrator and view the results, using AppleScript on MacOS.

Blind-Audition-MCP

A zero-cost MCP server that forces AI to self-correct code using prompt injection and context isolation.

Octoparse MCP Server

Enables AI assistants to perform no-code web scraping via Octoparse. Users can describe data to extract, create and control scraping tasks, and export results as JSON or CSV.

Penpot MCP Server

Enables AI agents to programmatically access self-hosted Penpot instances to read, create, modify, and export design elements through natural language. It provides 66 tools for managing projects, shapes, design tokens, and comments using a dual-access strategy of direct database reads and RPC API writes.

mcp-primer

An MCP server that enables AI models to render GitHub's Primer React components directly within chat interfaces using a JSON component tree. It provides tools to list available components and display interactive UI elements with full GitHub theming support.

langlearn-tts

Enables Claude to speak in 70+ languages, including pronunciation, audio flashcards, and full language lessons with tutor personas.

legitify-mcp

Enables AI agents to submit, check, and manage human attestation requests for AI actions through Legitify's approval receipt system.

MCP Tools Server

An MCP server providing tools for weather, calculations, currency conversion, timezone queries, and unit conversions.

multi-gmail-mcp

Multi-account Gmail MCP server that lets assistants scan inbox, read threads, draft and send emails only after human approval, and manage follow-up reminders.

Library of Congress MCP Server

Provides access to the Library of Congress (loc.gov) data, enabling AI agents to search and retrieve information from the world's largest library.

Google MCP Server

Enables interaction with Google Docs and Gmail, allowing users to append text to documents and create email drafts with explicit approval prompts.

MCP Remote Shell

Enables remote shell control of Linux and network devices via SSH/Telnet, with session management and file transfer capabilities.

Framelink Figma MCP Server

Enables AI coding tools like Cursor to access Figma design files and metadata, allowing accurate one-shot implementation of designs in any framework by providing simplified layout and styling information from the Figma API.

CalDAV MCP Server

Enables interaction with any CalDAV-compatible calendar server (Yandex, Google, Nextcloud, iCloud, etc.) to list calendars, create/manage events with reminders and attendees, search events, and handle recurring events through natural language.

Onboarded MCP Server

Enables AI assistants to interact with the Onboarded platform through automatic API discovery and execution, with entity memory persistence and optional source code access from local repositories.

ai-debate

Enables Claude Code to debate with Gemini on a given topic by managing conversation history and assigning personas, allowing users to watch AI agents argue.

Tampere Bus MCP Server

Nysse bus tracking MCP server for LLM AI agents

Arkiv MCP Server

Enables AI agents to query entities from Arkiv database chains using a SQL-like filter expression, with pagination and configurable fields.

Templafy MCP Server

A production-ready MCP server for Templafy Data Sources API, enabling Claude to manage data sources, fields, items, and item fields via natural language.

KSEI MCP

An unofficial MCP server for accessing KSEI (AKSes) portfolio data, including cash balances, equity holdings, mutual funds, bonds, and other investments.

MS SQL MCP Server

A bridge that allows AI assistants like Claude to directly query and explore Microsoft SQL Server databases without requiring coding experience.

Puppeteer Vision MCP Server

Scrapes webpages and converts them to markdown using AI-powered interaction to automatically handle cookie banners, CAPTCHAs, paywalls, and other blocking elements before extracting clean content.

OpenNews MCP

A cryptocurrency news aggregation server providing AI-powered sentiment ratings, trading signals, and real-time market updates. It allows users to search news by coin, source, or engine type and filter results based on AI impact scores and bullish/bearish signals.

Google Tag Manager MCP Server

Enables AI agents to manage Google Tag Manager accounts, containers, workspaces, tags, triggers, variables, and versions via the Tag Manager API v2.

mcp-netcoredbg

An MCP server that enables AI agents to debug .NET applications using netcoredbg. It supports core debugging tasks like setting breakpoints, stepping through code, and inspecting variables or stack traces.

marketcal

Provides correct trading day and settlement date calculations for multiple exchanges, with no external API calls.