Browse 31,813 community-built MCP servers
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files. Supports single file processing and batch operations with branded PDF output for local tax compliance workflows.
Provides a RESTful API to query laboratory inventory data from MongoDB, including stock levels, expiration tracking, and purchase suggestions. It is specifically designed to optimize token usage for AI assistants through dedicated tool endpoints for inventory management.
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 chains.
Provides access to Korean stock market data, including stock listings, daily historical records, and 10-minute intraday candles via FinanceDataReader and Naver APIs. It enables users to search for stocks, retrieve detailed profiles, and calculate technical indicators locally.
A specialized image generation server utilizing Bytedance's SeedDream 4.0 model via Replicate to produce high-resolution 2K photorealistic images and text-heavy designs.
A client-server system using Model Context Protocol that allows users to query a SQLite database of fictional car data.
A Model Context Protocol server that provides real-time National Weather Service data, including active weather alerts by state and detailed location-based forecasts.
A GPU-accelerated suite of MCP servers providing tools for symbolic algebra, quantum wave mechanics, molecular dynamics, and neural network training.
An MCP server that enables AI assistants to directly run, inspect, modify, and debug Godot game development projects through 110+ tools covering scenes, scripts, resources, runtime debugging, and asset management.
A Salesforce MCP Server for Claude Desktop - supports search, query, and describe operations.
An MCP server that exposes the QMetry Test Management for Jira Cloud REST API as tools for MCP-compatible clients. It enables users to manage test cases, test cycles, test executions, test plans, folders, and automation rules through natural language interactions.
Enables real-time tracking of AI/LLM research progress by searching and aggregating content from arXiv, GitHub, Hugging Face, and Papers with Code. Supports intelligent search, automated daily/weekly research summaries, and covers 15+ AI research areas with smart caching.
A comprehensive MCP server suite for Gitea integration, featuring repository management, secure command execution, filesystem access, Docker monitoring, and web search capabilities.
MCP server for Yandex.Direct API — campaigns, ads, statistics, keywords. Bearer token auth.
Provides a Model Context Protocol interface for Mozilla Thunderbird, allowing AI assistants to manage emails, filters, calendars, and contacts. It exposes 24 tools for tasks like searching messages, drafting replies, and organizing folders through a local bridge.
A Model Context Protocol server providing comprehensive access to the Ensembl genomics REST API, offering tools for gene lookup, sequence retrieval, and cross-species homology.
Turn YouTube videos into short-form clips from any AI assistant
Query professional profiles, search candidates, and get AI-powered summaries and job fit analysis.
Enables interaction with Google Spreadsheets through OAuth 2.0 authentication, supporting reading, writing, and creating spreadsheets via a remote MCP server using SSE.
A utility module for creating Model Context Protocol servers declaratively, allowing developers to easily define tools, prompts, and resources with a simplified syntax.
A financial data processor that categorizes transaction records into expense and income groups, generating organized CSV files for personal finance tracking.
An MCP server that integrates the EduChain library with DeepSeek via OpenRouter to generate educational content like MCQs, lesson plans, and flashcards.
An MCP Server that provides access to Google's Search Console API, allowing users to interact with website search performance data and manage search presence through natural language.
A specialized MCP server that enforces copywriting standards and UI text rules using a modular, rule-based agent system.
A minimal reproduction repository designed to demonstrate and test Chrome extension loading within the Playwright MCP server. It evaluates specific configuration settings required for successful extension injection and page modification.
Digital identity layer for AI — your bio, career, skills, interests, and projects always available to every AI tool. Auto-generates profile from 342+ public APIs, 13 real-time plugins, YAML-based profiles with privacy-first local storage.
MCP server for Yandex.Webmaster API — hosts, search queries, indexing status. Bearer token auth.
Enables natural language interaction with Lichess chess platform to play games, analyze positions, manage challenges and tournaments, and interact with other players through Claude Desktop.