MCP Servers for llms

Unified Context Layer (UCL) is a multi-tenant Model Context Protocol (MCP) server that enables AI agents, automation platforms, and applications to connect to over 1,000 SaaS tools—such as Slack, Jira, Gmail, Shopify, Notion, and more—via a single standardized /command endpoint.

Give coding agents the ability to understand dependencies.

Crawlbase MCP is a Model Context Protocol (MCP) server that bridges AI agents and LLMs with real-time web data. It powers integrations with Claude, Cursor, and Windsurf using Crawlbase’s battle-tested web scraping, JavaScript rendering, and anti-bot protection.

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Rube is a Model‑Context‑Protocol (MCP) server built on the Composio integration platform. It connects AI chat tools to more than 500 business and productivity applications – things like Gmail, Slack, Notion, GitHub, Linear, Airtable, and many others. Once installed, you can ask your AI tool to perform everyday tasks (e.g. “send an email to the latest customer,” “create a Linear issue,” “update my Notion database,” or “post an update to Slack”) and Rube will securely talk to the relevant apps on your behalf. Instead of writing complex API integrations yourself, you just tell your AI assistant what you want to do.

GoWeb3 Data MCP Server provides events and news curated by GoWeb3.fyi

mcp-whoisxmlapi bridges the gap between AI assistants and comprehensive domain intelligence by providing several specialized tools for domain, IP, and DNS analysis, secure token-based authentication for API access, multiple usage options including Docker and native binaries, and flexible integration supporting both stdio and Server-Sent Events (SSE) modes.

Enable code assistant LLMs such as Claude Code and Cursor to interact with Xcode, building your project the same way you do, and returning build results or errors back to the LLM, to greatly increase productivity whenever you are working with an iOS, macOS, tvOS, watchOS or visionOS project or Swift Package - or any time you'd normally be using Xcode.

AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The Winston AI MCP server also offers a robust plagiarism checker to help maintain integrity.

A MCP server that provides access to Apple Shortcuts functionality

Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.

MCPX is a remote-first MCP aggregator that enables zero-code integration and dynamic dispatch to multiple MCP servers through simple JSON configuration.

This MCP server provides access to real-time water data from the USGS Water Services API. It allows you to fetch instantaneous water measurements including stream flow, gage height, temperature, and other water quality parameters from thousands of monitoring stations across the United States.

Privacy-focused macOS MCP server for secure, user-approved window screenshots

Svelte and SvelteKit documentation

Official CoinGecko API MCP Server for Crypto Price & Market Data, across 200+ blokchain networks and 8M+ tokens.

The Handwriting OCR MCP Server enables integration between MCP clients and the Handwriting OCR service.

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI.

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

A minimalistic async Rust implementation of the Model Context Protocol (MCP).

Let LLMs manage your local dev environments

A framework for writing MCP (Model Context Protocol) servers in Typescript