Discover Awesome MCP Servers

Infer MCP Server

Enables remote command execution via SSH and database queries through PostgreSQL connections. Supports classifier training orchestration with configurable SSH profiles for AI-assisted infrastructure management.

Emacs MCP Server

Sebuah server Protokol Konteks Model yang memungkinkan pembuatan dan eksekusi kode Elisp dalam proses Emacs yang sedang berjalan, memungkinkan asisten AI untuk mengontrol dan berinteraksi dengan Emacs.

MCP SearXNG Enhanced

A Model Context Protocol server that enables web search with category support, website content scraping with citation metadata, and timezone-aware date/time tools.

Data Engineer Agent

Enables AI agents to interact with a retail cars database using SQL queries. Supports adding new car advertisements and searching existing cars based on user preferences through natural language.

MCP vLLM Benchmarking Tool

Alat interaktif yang memungkinkan pengguna untuk melakukan tolok ukur (benchmark) *endpoint* vLLM melalui MCP, memungkinkan pengujian kinerja model LLM dengan parameter yang dapat disesuaikan.

Serper MCP Server

A Model Context Protocol server that enables LLMs to perform Google searches via the Serper API, allowing models to retrieve current information from the web.

MCP Kafka Schema Reg

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

MCP-OPENAPI-DOCX

Enterprise-grade document editing and management server that enables AI-powered operations on Microsoft Word DOCX files, including creating, editing, formatting, and exporting documents through both MCP protocol and RESTful API.

Spec-Driven Development MCP Server

Facilitates spec-driven development workflows by providing structured prompts for generating requirements in EARS format, design documents, and implementation code following a systematic approach.

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Delta Air Lines MCP Server

Enables AI agents to automate Delta Air Lines tasks such as searching flights, managing bookings, and checking SkyMiles balances through Playwright-based browser automation. It supports the complete travel workflow including seat selection, check-in, and digital boarding pass retrieval.

Certificate Authority API Server

An MCP server for Google's Certificate Authority API that enables management of private certificate authorities through natural language interactions.

Beszel MCP Server

Enables interaction with Beszel system monitoring tool to query system and container statistics, manage alerts, and monitor infrastructure through its PocketBase backend.

AS400 MCP Server

Enables development support for AS400/IBM i systems by providing read-only access to metadata, source code, and program dependencies via ODBC. It supports CL, RPG, and COBOL environments, allowing users to retrieve library, table, and system information.

Saga MCP

A Jira-like project tracker MCP server for AI agents. SQLite-backed, per-project scoped, with full hierarchy and activity logging — so LLMs never lose track. No more scattered markdown files. saga-mcp gives your AI assistant a structured database to track projects, epics, tasks, subtasks, notes, and decisions across sessions.

Documentación del TFG: Interconexión entre Espacios de Datos e Inteligencia Artificial Generativa

Desain dan Implementasi Interkoneksi antara LLM dan Ruang Data menggunakan Protokol Konteks Model (MCP)

db4app Todo MCP Server

Enables LLMs to manage a todo list application through the Model Context Protocol, connecting directly to a browser-based Postgres database to add, list, complete, and remove todo items with categories, priorities, and due dates.

ProfitPlay MCP Server

Enables AI agents to interact with the ProfitPlay prediction market to trade short-term price movements of cryptocurrencies and stocks. It provides tools for market analysis, automated betting, account registration, and leaderboard tracking.

OssHub

Provides unified access to multiple cloud object storage services (Huawei OBS, Alibaba OSS, AWS S3, MinIO) enabling AI assistants to list, search, retrieve, and manage unstructured data across different storage providers.

cdisc-mcp

Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Terminology as tools for AI assistants via the CDISC Library API. It enables users to search standards, retrieve domain variables, and access codelist definitions to facilitate clinical research data management.

ElevenLabs MCP Server

Provides comprehensive access to ElevenLabs AI audio features including text-to-speech, voice cloning, sound generation, and audio isolation. Enables users to generate high-quality speech, manage voices, transform audio, and access ElevenLabs services through natural language interactions.

BPMN-MCP

An MCP server that enables AI assistants to programmatically create, modify, and export BPMN 2.0 workflow diagrams. It supports managing various process elements and sequence flows while providing export capabilities to standard XML and SVG formats.

Agora MCP Server

Provides AI agents with tools to interact with the Agora prediction market, allowing them to register, trade shares, and create new markets. It enables agents to manage their portfolios and earn reputation through accurate predictions across various categories.

MCP Security Tools Suite

Enables ethical security testing and attack surface management through SSL certificate validation, CVE queries, subdomain enumeration, security header analysis, and comprehensive reconnaissance capabilities. Designed for authorized penetration testing workflows with responsible disclosure practices.

Journal MCP Server

An MCP server that integrates with Claude Desktop for managing personal journal entries, providing both a web viewer for browsing journals and tools for adding, searching, and analyzing journal content.

MBBank MCP Server

MCP server that provides monitoring and analytics capabilities for MBBank accounts, allowing users to check balances, transaction history, card details, and savings information.

SEC EDGAR MCP Server

Enables comprehensive access to SEC EDGAR filings, allowing users to search companies, retrieve financial statements, and analyze dimensional XBRL data including revenue breakdowns by geography, business segments, and product lines.

OpenSubtitles MCP Server

Enables searching and downloading subtitles from OpenSubtitles.com through their API. Supports comprehensive search by movie title, IMDB/TMDB ID, file hash, and TV show episodes with multiple subtitle formats (SRT, ASS, VTT).

Nager MCP UI MCP Server

Enables AI agents to interact with the Nager MCP UI API through standardized Model Context Protocol tools. It provides a bridge for accessing date-related functionalities and public holiday information from date.nager.at.