Discover Awesome MCP Servers

universal-scraper

MCP server for config-driven web scraping, offering tools to scrape, crawl, extract markdown, and check status.

Open Emirates Intelligence

A comprehensive MCP server that makes official UAE open data queryable through natural language, offering tools for source discovery, dataset search, spatial joins, and intelligence recipes.

Harvest MCP Server

Connect your AI assistant to Harvest time tracking. Query time entries, analyze profitability, track utilization, and manage Harvest data through natural language.

XcodeTraceMCP

Enables AI assistants to record, analyze, and compare Xcode Instruments traces, detect performance bottlenecks and regressions, and provide optimization recommendations.

mcp-wp-cli-terminus

Enables AI agents to run WP-CLI commands on WordPress sites, including byte-faithful post and meta copying with checksum verification, over local Docker, Pantheon Terminus, or SSH.

AgentLayer MCP Server

Provides real-time AI infrastructure data including LLM costs, model benchmarks, API deprecations, quality scores, and agent spend tracking. Supports authentication, rate limiting, x402 micropayments, and Stripe billing.

Qixin API Service MCP

Enables AI models to access comprehensive Chinese enterprise data from the Qixin Open Platform, including business details, risk analysis, and legal records. It facilitates keyword-based corporate searches and detailed information retrieval for intelligent decision-making and analysis.

Jokes MCP Server

This server provides access to various categories of jokes, including developer-themed and Chuck Norris jokes, via the Model Context Protocol. It allows developers to integrate humor-focused tools into AI agents within GitHub Copilot and Microsoft Copilot Studio.

DS4AI MCP

Enables AI agents to audit web surfaces for conformance and generate findability and delivery metadata, including meta tags, JSON-LD, sitemaps, robots.txt, image markup, and contrast-checked palettes, with provenance-stamped results.

OMICall MCP Server

Provides access to over 80 tools for managing OMICall and OMICRM APIs, including call center operations, ticket management, and multi-channel communication across platforms like Zalo and Facebook. It enables automated calling, agent management, and AI-powered text-to-speech capabilities through natural language.

Content Manager MCP Server

Enables comprehensive content management through Markdown processing, HTML rendering, intelligent fuzzy search, and document analysis. Supports frontmatter parsing, tag-based filtering, table of contents generation, and directory statistics for efficient content organization and discovery.

Space Dust MCP

Lets users shape Space Dust synthesizer presets by describing the sound they want in natural language, instead of turning knobs. It reads, creates, adjusts, and compares preset files, with safety rails and live updates.

unity-mcp-server

Unity MCP Server enables LLM-based clients to automate the Unity Editor, including scene manipulation, UI testing, input simulation, and code editing.

Glyphs MCP

A Model Context Protocol server for Glyphs that exposes font‑specific tools to AI/LLM agents.

doubao-image-recognition

Provides image understanding via Volcano Ark's doubao-seed-2.1-turbo multimodal model, offering tools to describe images and extract text (OCR) from image URLs or local paths.

mcp-auth-template

A secure remote MCP server template implementing OAuth 2.1, client ID metadata documents, and constant-time credential verification for safe AI tool interactions.

phantom-mcp

An MCP server that enables Claude Code to visually test and control iOS simulators, Android emulators, and real devices through 22 automation tools. It automatically generates test reports with screenshots for mobile app testing directly from the terminal.

Decisify

Transforms unstructured natural language operational problems into rigorously formulated, validated, and solved Mixed-Integer Linear Programming (MILP) models via an autonomous multi-agent graph, bringing closed-loop Operations Research capabilities to LLM assistants and MCP clients.

BeefChicken MCP

A lightweight OpenAPI proxy MCP server that turns any openapi.yaml into MCP tools with zero code, including a built-in OAuth 2.1 server for Claude.ai Web connection.

design-scope

Local MCP server providing a curated 201-card design reference library with natural-language style search, structured filtering, card retrieval, theme borrowing, and capture tooling — all private and offline.

mcp-server-npm-plus

MCP server for npm — search packages, check bundle sizes, scan vulnerabilities, compare downloads, inspect dependencies.

Colab MCP

A Model Context Protocol server that enables users to control and interact with Google Colab instances via a reverse proxy. It supports executing shell commands, running persistent Python code, and monitoring system resources like CPU, GPU, and RAM.

mcp-arabic-ms-word

MCP server for advanced Arabic Microsoft Word document creation, formatting, XML manipulation, and text repair with full RTL support. It enables users to generate, inspect, and modify .docx files through natural language and 13 specialized tools.

@blockrun/alpha

An AI-powered crypto trading MCP server providing technical analysis, market sentiment, and token swap execution via 0x and DexScreener. It enables users to manage portfolios with built-in risk limits and search historical trade data using vector-based memory.

mcp-mangii

Create manga and anime art with an AI manga generator. Type what you imagine — Mangii turns text into panels in a chosen style. No drawing skills needed.

mcp-nightscout

Enables read-only access to a Nightscout instance for glucose readings, treatments, and deterministic server-side aggregates, allowing users to discuss their diabetes data with an AI assistant without write permissions.

@bridgenode/mcp

Enables AI agents to make pay-as-you-go AI inference requests through x402 with automatic Solana USDC payments, no API keys or registration, while enforcing configurable spending limits.

analyze

Let me evaluate the README content.

GIS MCP Server

A Model Context Protocol server that connects LLMs to GIS operations, enabling AI assistants to perform accurate geospatial analysis including geometric operations, coordinate transformations, and spatial measurements.

ziggy-mcp

Connects Claude AI to Google Sheets for automated revenue tracking, lead management, and business operations, with Gmail and calendar integration.