Discover Awesome MCP Servers

Math Calculation MCP Server

Provides comprehensive mathematical capabilities including basic arithmetic, advanced functions, statistical tools, and access to mathematical constants. It allows users to perform computations and generate math-related prompts through a standardized MCP interface.

Obsidianki MCP Server

Generates flashcards from Obsidian notes using obsidianki, with support for note patterns, card count, and deck selection.

Binance TypeScript MCP

Provides a tool to fetch real-time cryptocurrency prices from the Binance API and logs server activity to file resources. It allows users to query crypto symbols and monitor MCP interactions through natural language interfaces.

Google Search Console MCP Server

Provides comprehensive access to Google Search Console data with enhanced analytics capabilities, supporting up to 25,000 rows of performance data, advanced filtering with regex patterns, and automatic quick wins detection for SEO optimization opportunities.

Spreadsheet MCP Server

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codex-agy-bridge

An MCP bridge that lets Codex delegate long-running agent work to the Antigravity CLI, providing observable and resumable tool-based execution with project scoping.

ODPS MCP Server

Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of allowlisted tables via tools like list_allowed_tables, describe_table, preview_table, and run_select_sql.

Supabase MCP Server

Connects AI assistants to Supabase projects to manage databases, execute SQL queries, and handle project configurations. It enables tasks like table management, edge function deployment, and log retrieval through the Model Context Protocol.

SumUp MCP Server

Enables natural language interactions with SumUp payment services and APIs, allowing users to manage their SumUp account, process payments, and access payment data through LLM-powered conversations.

Drive-Time Plotter MCP

Analyzes traffic patterns throughout the day using Google Maps API and provides visual insights and recommendations for optimal commute times.

mcp-adf

Enables interaction with Azure Data Factory instances, allowing users to list, read, create, update, and trigger pipelines, datasets, linked services, and runs through natural language.

Zoom API MCP Server

Un servidor de Protocolo de Contexto de Modelo integral que permite la interacción con el conjunto completo de puntos finales de la API de Zoom, proporcionando herramientas estructuradas con la validación adecuada y autenticación OAuth 2.0 para la gestión de reuniones, usuarios, seminarios web y otros recursos de Zoom.

PDP MCP Server

An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 of 2022 on Personal Data Protection (UU PDP). It enables users to search for specific articles, legal definitions, data subject rights, and regulatory sanctions through Pinecone and OpenAI.

Android MCP Server

Enables AI agents to fully control Android devices through over 30 tools for app management, UI automation, and vision-based analysis via ADB. It supports multi-device management, action recording, and smart execution strategies ranging from UI hierarchy parsing to coordinate-based interaction.

ML Task Router MCP Server

Enables routing of ML tasks like chat, sentiment analysis, recommendations, and summarization to appropriate models through a dynamic YAML-based registry. Provides async FastAPI endpoints with streaming support, retry logic, and pluggable model architecture for scalable ML inference.

dependency-health-mcp

Monitors and analyzes dependency health in Node.js projects, providing tools to check outdated packages, vulnerabilities, licenses, and suggest safe upgrades.

Novel Writing Assistant MCP Server

Enables authors to manage characters, chapters, world settings, and plot lines for novel writing, with creative inspiration tools.

odxproxy-mcpserver

MCP server for interacting with Odoo/ODX resources via ODXProxy, enabling programmatic access for MCP-compatible clients.

job-pilot

JobPilot is a next-generation career assistant powered by AI Agents and the Model Context Protocol (MCP). It acts as your personal recruiter, tirelessly searching for jobs on platforms like LinkedIn, optimizing your resume for specific job descriptions (JD), and even automating the application process. Designed for the age of AI, JobPilot exposes a full MCP server, allowing you to connect it with

Flappy MCP Server

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

Magic-MCP

Enables generation of magic squares by exposing a single tool that connects to a remote MATLAB service. Users can specify the desired square size and receive structured magic square data with metadata.

perseus

MCP server with 24 tools for live workspace state resolution. Pre-resolves git status, service health, file queries, memory federation, and multi-agent coordination into markdown before the AI sees it. Single-file Python (pyyaml only), MIT. Serves over stdio and SSE. Published as io.github.tcconnally/perseus on the MCP Registry.

mcp-server

Exposes all CLI commands as MCP tools over stdio or HTTP transport.

fine-tuning-os

A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimensions to prepare, build, train, evaluate, secure, package, and deliver fine-tuned models without ever accessing client data.

Atla MCP Server

Una implementación de servidor MCP que proporciona una interfaz estandarizada para que los LLM interactúen con la API de Atla.

Tangled MCP Server

Enables interaction with Tangled, a git collaboration platform built on AT Protocol. Supports repository management, branch listing, and issue creation/management through natural language commands.

Customer Support Ticket Automation MCP Server

Enables AI-driven customer support ticket processing, including classification, response generation, and automated email sending and Google Sheets logging.

listbee-mcp

Enables AI agents to create and manage sellable listings, handle orders, and integrate Stripe payments through natural language using ListBee's API.