Discover Awesome MCP Servers

Dreamhack MCP Server

Enables interaction with the Dreamhack wargame platform to fetch problem lists, download challenge files, and deploy them locally using Docker or Python for cybersecurity practice.

Chart Library

Historical stock pattern intelligence for AI agents. Search 24M pre-computed chart pattern embeddings across 15K stocks and 10 years. 19 tools: pattern similarity search, forward returns, regime analysis, anomaly detection, sector rotation, earnings reactions, correlation shifts, scenario analysis, and more. Returns what happened historically when charts looked like this — compliance-safe

Photoshop Full MCP

Enables natural-language control of Adobe Photoshop 2026 through a local, capability-gated MCP server and UXP bridge, supporting document editing, command execution, and safe automation with automatic approvals and validation.

haraj-mcp

MCP server for haraj.com.sa, the Saudi classifieds marketplace, exposing 21 tools to search, fetch feeds, and retrieve post details via real GraphQL endpoints.

Bay Wheels MCP Server

Provides access to Bay Wheels realtime bikeshare data, enabling users to find nearest available bikes (standard or ebike) and docking stations with available spaces in the San Francisco Bay Area.

redis-mcp-server

A secure Redis MCP server built with Node.js and TypeScript, enabling MCP hosts like Claude Desktop to safely access Redis through standardized tools.

MCP Server LeetCode

Espelho de

AlpineDataWorks Intelligence Server

Agent-ready economic, market & geo-health intelligence — 163 MCP tools, 155 driver-backed indices.

MikroTik MCP Server

Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet, or API with automatic command adaptation. Provides over 46 MCP tools for device management, firewall, DHCP, VPN, configuration profiles, and more.

ServiceStack MCP Server

Dynamically creates an MCP server from ServiceStack API metadata configuration files, exposing typed REST APIs as MCP tools with support for filtering by tags or specific operations.

SceneCraft MCP

Converts plain text scripts into structured storyboards with shot breakdowns using LLMs, and optionally generates visual frames via Stable Diffusion and assembles them into vertical videos for rapid content prototyping.

twilio-call-data-mcp

Read-only MCP server for Twilio call data, providing tools to search calls, fetch recordings and transcripts, list agents, and generate summaries while explicitly handling timezone and duration measurement discrepancies.

AgentBox

Sovereign autonomous mailbox and identity layer for AI agents, providing persistent email identities, object-level security, OTP/2FA capture, link safety analysis, and event-driven email handling via MCP.

Google Search MCP Server

Enables comprehensive web and news searches via the Google Custom Search API with integrated content extraction using the Mozilla Readability algorithm. It allows users to perform quick snippet lookups or deep searches that fetch and format full article content into clean markdown.

@0pvalencia/academic-linter-mcp

MCP server that lints academic documents (APA/structure) from Google Docs JSON, offering tools to check structure, compact headings, and find placeholders like TODO or lorem. Complements the Google Documents MCP server.

Webpage MCP Server

Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting and supports listing available pages and accessing raw sitemap data.

mcp-data-batonrouge

Provides access to Baton Rouge Open Data (data.brla.gov) via Socrata, enabling dataset search, SoQL queries, and metadata retrieval.

Hilo MCP

MCP server for integrating with Hilo, the WhatsApp messaging platform. It provides API contracts, verification tools, and a guided plan for agents to build the integration.

MTRKR MCP Server

A read-only MCP server connecting AI agents to MTRKR wallet intelligence on MegaETH, enabling wallet portfolio, DeFi positions, security scanning, and transaction analytics.

MCP Snowflake Reader

Um servidor de Protocolo de Contexto de Modelo (MCP) que fornece acesso seguro e somente leitura a bancos de dados Snowflake. Permite que LLMs consultem tabelas e descrevam esquemas com segurança, sem permissões de gravação. Construído com Python e o SDK oficial do Snowflake.

ghcontext: Supercharge Your LLMs with Real-time GitHub Context

Um servidor MCP que fornece dados do GitHub em tempo real para LLMs, aprimorando suas capacidades de desenvolvimento de software.

Adaptive LLM Gateway

Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that wraps multiple subscription CLIs, adding prompt-injection defense, PII redaction, cost-aware routing, and reasoning-trace capture for MCP-compatible clients like Claude Desktop and Cursor.

agent-history-mcp

Local memory search for Codex and Claude Code conversations. It keeps history on your machine, builds a local graph index, and returns compact evidence from past sessions.

MCP Server for Wolfram Alpha Integration

Um servidor MCP (Model Context Protocol) alimentado por Python que utiliza o Wolfram Alpha via API.

llm-sidecar

MCP server for grounded, cited AI: answers questions from live web sources, verifies claims, fact-checks documents, searches and reads URLs, summarises, classifies, and extracts fields, with usage tracking and status.

Igniral MCP Server

Bridges AI agents with Igniral's platform to generate production-ready backends from natural language descriptions.

Airtable Sheet Port MCP Server

This MCP server enables safe local access to tables and spreadsheets for AI agents, providing typed tools for reading, previewing, and committing table changes through a permission-brokered interface.

MCP Translation Text

Provides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.

SEFAZ DF: Certidão Negativa de Débitos

Enables AI agents to consult SEFAZ DF official negative debt certificates (Certidão Negativa de Débitos) through a single read-only MCP tool, with prepaid usage and no platform credentials.

runtime-mcp

Drop-in MCP server that lets Claude inspect, debug, and hot-fix your running Bun process through conversation.