Discover Awesome MCP Servers

clickhouse-mcp

Enables SQL query execution on ClickHouse databases with per-request connection switching via HTTP headers, supporting multi-tenant deployments.

linux-profiler

A comprehensive Linux system performance profiler with MCP remote invocation support, featuring advanced process profiling and flame graph generation.

BusinessFlowPro MCP Server

Enables Claude Desktop to interact with the BusinessFlowPro marketing automation platform via natural language, supporting campaign, contact, template, landing page, form, analytics, and AI content operations.

design-compare-mcp

An MCP server that measures how faithfully one UI reproduces another, returning a score and actionable findings for improvement.

Archaic MCP Server

Integrates Archaic's AI-powered architecture analysis with Claude Code, enabling interactive exploration of component connections, data flows, and system structure through natural language.

media-mcp

MCP server for video enhancement and SAM3 image segmentation, enabling tasks like upscaling videos and segmenting objects in images via natural language.

nautobot_mcp

A Model Context Protocol (MCP) server for interacting with Nautobot APIs using semantic search and dynamic API requests.

ideb-mcp

Exposes Brazilian education data (IDEB) by municipality for consultation via Claude. Covers 10 cycles (2005-2023) with observed IDEB, targets, math/Portuguese scores, and flow indicator.

Baidu Cloud AI Content Safety MCP Server

A server that provides access to Baidu Cloud's content moderation capabilities for detecting unsafe content, allowing applications like Cursor to check text for security risks.

News Feed MCP

Enables users to access up-to-date news through RSS feeds and read full article content. It provides a Model Context Protocol interface for fetching and interacting with news from various platforms.

Botany MCP

Remote MCP server for authoritative plant information from the VicFlora API. Enables searching plants, fetching profiles, finding occurrences near a point, and looking up botanical terms.

io.github.raheb77/saudi-open-data-mcp

A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry of Finance, data.gov.sa), providing typed contracts, registry-backed metadata, and CLI/API access for dataset search, preview, and controlled export.

🔍 🤖 🌐 Ollama Chat with MCP

Esta aplicación demuestra el uso del servidor y cliente MCP en un chat de modelo local a través de Ollama que incorpora la búsqueda web a través de Serper.

🧠 MCP Server: Local AI Tooling with Python

Okay, here's the translation of "An MCP server that reads a CSV file" into Spanish, with a couple of options depending on the context: **Option 1 (Most General):** * **Un servidor MCP que lee un archivo CSV.** **Option 2 (More Specific, if you're talking about a server *built with* MCP):** * **Un servidor MCP que está construido para leer un archivo CSV.** (This emphasizes that the server's purpose is to read the CSV file.) **Explanation of Choices:** * **Servidor:** Server * **MCP:** MCP (This acronym is often used directly in Spanish, especially in technical contexts.) * **que lee:** that reads * **un archivo CSV:** a CSV file * **está construido para leer:** is built to read I would recommend using the first option, "Un servidor MCP que lee un archivo CSV," unless you specifically want to emphasize that the server was designed with the purpose of reading the CSV file.

Kanta MCP Server

A Model Context Protocol server that enables AI assistants to interact with Kanta API for managing clients, users, persons, and accessing risk summaries and firm information.

MCP Server

Enables natural-language querying of structured data via Model Context Protocol, allowing AI agents to answer questions without SQL or API knowledge.

crypto-liquidations-mcp

crypto-liquidations-mcp

Bitbucket Pipelines MCP Server

Bitbucket Pipelines MCP es un servidor de Protocolo de Contexto de Modelo (MCP) que proporciona herramientas para interactuar con Bitbucket Pipelines. Este servidor implementa el estándar MCP, lo que permite a modelos de lenguaje como Claude gestionar Bitbucket Pipelines a través de una interfaz estandarizada.

usenami-mcp

Perp-first funding rate & RWA spread data for AI agents. 30+ CEX/DEX venues, 6 tools (4 x402-paywalled, 2 free), bring-your-own-wallet via Base mainnet.

Magic UI MCP Server

ModelContextProtocol server for Magic UI that allows AI assistants to easily implement UI components for web applications by providing code for components like marquees, animations, special effects, and interactive backgrounds.

Qualys MCP Server

MCP server enabling AI assistants to interact with the Qualys vulnerability management platform. Supports investigation, risk assessment, compliance, remediation, security overview, and report management.

Agents Council

The simplest way to bridge and collaborate across AI Agent sessions like Claude Code, Codex, Gemini, or Cursor. It allows your agents to combine their strengths to solve your most difficult tasks without leaving their current context.

@bounded-systems/verbspec-mcp

Turns any verb Registry into a real MCP server, where each verb becomes an MCP tool with its own Zod input/output schemas (zero drift).

mcp-libsql

mcp-libsql

Meta Ads MCP Server

Connects Claude with the Meta Marketing API to analyze and manage Facebook/Instagram ad campaigns, including retrieving insights, updating campaign status, and listing accounts.

UNO Game MCP Server

An MCP server that enables LLMs to participate in a multi-player UNO card game by providing tools for playing cards, drawing from the deck, and monitoring game state. It uses Redis or local file storage to synchronize gameplay across multiple processes and support turn-based interactions.

ableton-mcp-loopback

A loopback-bound MCP server that enables MCP clients to control Ableton Live (set tempo, create tracks/clips, add MIDI notes, start/stop playback) over a secure local-only connection.

Aibolit MCP Server

A Model Context Protocol (MCP) server that helps AI coding assistants identify critical design issues in code, rather than just focusing on cosmetic problems when asked to improve code.

aceternityui-mcp

An MCP server that enables AI assistants to search, discover, and install Aceternity UI components programmatically.