Discover Awesome MCP Servers

Ambiance MCP Server

Provides intelligent code context and analysis through semantic compression, AST parsing, and multi-language support. Offers 60-80% token reduction while enabling AI assistants to understand codebases through local analysis, OpenAI-enhanced insights, and GitHub repository integration.

awsome-kali-MCPServers

awsome kali MCPServers is a set of MCP servers tailored for Kali Linux, designed to empower AI Agents in reverse engineering and security testing. It offers flexible network analysis, target sniffing, traffic analysis, binary understanding, and automation, enhancing AI-driven workflows.

Japanese Vocab Anki MCP Server

A Model Context Protocol server that enables language models to interact with Anki flashcard decks programmatically, with specialized features for Japanese language learning including vocabulary import, sample sentence generation, and spaced repetition review.

PageIndex Light MCP

Agentic PDF search via MCP, enabling intelligent document retrieval through LLM reasoning instead of vector similarity.

Portfolio Tracker MCP Server

Enables AI clients to track investment portfolios by retrieving positions, calculating profit and loss, and refreshing price data via Yahoo Finance. It allows users to monitor overall performance and query specific ticker details through natural language interactions.

Weather MCP App

An MCP server that provides current weather, hourly and 7-day forecasts, and air quality data for any city or zip code, with an interactive React UI and support for both stdio and HTTP transports.

GEDCOM MCP Server

Enables AI assistants to query genealogy data from GEDCOM files with 24 tools for search, navigation, relationship analysis, and timeline events.

tradingview-mcp

A type-safe MCP server that enables AI agents to control TradingView Desktop via Chrome DevTools Protocol, allowing chart state reading, symbol/timeframe changes, and OHLCV data fetching.

codescan

Enables querying a Neo4j-based code graph for Python projects, providing tools for code structure, call graph, and test coverage analysis.

Apache Spark History Server MCP

Exposes Spark History Server data as tools for AI agents, enabling natural language querying of Spark applications, jobs, stages, and performance metrics.

Hungarian Financial Regulation MCP

Enables querying Hungarian financial regulation data, including regulations, decisions, and requirements from MNB, directly from MCP-compatible clients like Claude or Cursor.

Pythagraph RED MCP Server

Enables retrieval and analysis of graph data from the Pythagraph RED API. Provides detailed graph statistics, node/edge distributions, and formatted table outputs for data visualization and analysis.

Spryker Search Tool MCP Server

Provides natural language search capabilities for Spryker GitHub repositories, packages, and public documentation. It enables code-level searches across Spryker organizations to help developers find relevant modules and technical information.

send-to-poke-mcp

Minimal MCP server for sending messages to Poke via the inbound webhook.

Figma MCP Server

Mirror of

mealie-mcp-server

A MCP server for Mealie recipe management. Exposes 43 tools and 1 prompt for AI assistants to search, create, and manage recipes, meal plans, shopping lists, categories, and tags.

computer-use

Standalone MCP server that gives AI agents full GUI control over macOS — screenshots, mouse, keyboard, apps, clipboard, and multi-display — with zero private dependencies.

MCP UI Glue Code Generator

Automates frontend integration by mapping messy API JSON responses to Vue or React Design System components, generating Zod schemas for type-safe data transformation with live UI previews in chat.

MCPX MCP Gateway

MCPX is a remote-first MCP aggregator that enables zero-code integration, unified access, and dynamic routing across multiple MCP servers. It offers tool-level access controls, usage visibility, and customization to streamline and secure agentic workflows.

tradingview-mcp

Connects Claude Code to your locally running TradingView Desktop app via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and workflow automation.

mcp-grampsweb

An MCP server that enables AI assistants to search, retrieve, and create genealogical records in a Gramps Web instance.

comsol-mcp-server

Enables AI agents to automate COMSOL Multiphysics simulations, including model management, geometry building, physics configuration, meshing, solving, and results visualization via the MCP protocol.

Google Ads MCP Server (Fork with Write Tools)

Enables AI assistants to manage Google Ads accounts by providing tools for querying account data and performing write operations such as updating campaign budgets, statuses, and bidding strategies.

MCP Scheduler

A robust task scheduler server built with Model Context Protocol for scheduling and managing various types of automated tasks including shell commands, API calls, AI tasks, and reminders.

MCP Bitpanda Server

Enables programmatic access to Bitpanda cryptocurrency exchange features including trades, wallets, and transactions via the Model Context Protocol.

deadlink-checker-mcp

Dead link checker MCP server - find broken links, redirects, and timeouts on any website. Free tier: 30 links/scan.

MCP YouTube-DLP

Provides tools for downloading YouTube videos and audio using yt-dlp, enabling integration with AI assistants via MCP.

mcp-arcgis-indianriver

Enables searching and querying Indian River County, Florida open geospatial datasets (parcels, addresses, zoning, public works) through natural language or direct tool calls.

Saya

Enables agents to query team brain for memory, channels, decisions, skills, and readiness through a central remote MCP endpoint.

ms-graph-dev

Helps construct and validate Microsoft Graph REST API calls with on-demand tool loading, providing request details, required permissions, and code examples for categories like users, files, mail, calendar, groups, notes, tasks, sites, and subscriptions.