Discover Awesome MCP Servers

uitars-mcp

Enables AI coding agents to locate UI elements on screen with exact pixel coordinates using a local UI-TARS-2B vision model. Provides offline GUI grounding with ~1.2s latency on 4.1GB VRAM, eliminating cloud dependencies for computer-use automation.

Swissgroceries MCP

A Model Context Protocol server for real-time Swiss grocery shopping that searches and compares products across 8 major Swiss retailers (Migros, Coop, Aldi, Denner, Lidl, Farmy, Volgshop, Otto’s), normalizes per-unit prices, surfaces promotions, computes optimal multi-store shopping plans, and works with any MCP-compatible client without API keys or accounts.

feishu-mcp

Enables AI coding tools to read, create, edit, search, and structure Feishu documents, while also supporting task management and user lookup.

paid-mcp-metering

Provides free MCP-based tool discovery and per-call paid execution of live web search and deep research tools, with USDC settlement via x402 v2.

Microsoft Calendar MCP Server

Enables fetching and managing Microsoft Outlook calendar events within date ranges through natural language, using Azure AD authentication and dual transport support for compatibility with Claude Desktop and other MCP clients.

BMKG MCP Server

An unofficial MCP server that provides access to Indonesia's BMKG data, including real-time earthquake reports, village-level weather forecasts, and extreme weather alerts. It enables users to search for location codes and retrieve detailed meteorological and geophysical information through natural language.

OpenXAI MCP Server

Provides tools for evaluating and benchmarking AI explanation methods through a standard interface that can be used with AI assistants and MCP-compatible applications.

Felt MCP

Enables to interact with Felt maps programmatically through an MCP server. Supports listing, retrieving details, and creating maps with natural language.

spanning-mcp

MCP server for Spanning Cloud Backup — M365/GWS/Salesforce SaaS backup, restore, and audit. Enables AI assistants to manage and monitor cloud backup protection via the Spanning API.

repo-memory

A different approach from typical persistent-memory MCPs. Instead of a local SQLite + embeddings store, the memory lives as plain files in a .ai-memory/ directory you commit to your repo (facts.jsonl, decisions/\*.md, gotchas.md). Git is the sync layer — what one Claude/Cursor/Cline learns about a repo, the next session (or a teammate's agent) picks up automatically. 5 MCP tools: get_rep

forgemesh-imagegen

MCP server for AI image generation with automatic USDC payments on Base mainnet. Generate, remove backgrounds, and upscale images via simple tool calls.

photoshop-mcp

An MCP server that lets AI assistants drive Adobe Photoshop on Windows through ExtendScript and COM automation, offering ~122 tools for documents, layers, text, filters, color, selections, masks, layout QA, and design systems.

DuckDuckGo Search MCP Server

Provides web search and content fetching capabilities using DuckDuckGo, with rate limiting and clean text extraction.

Skyforge MCP Server

Connects AI assistants to SkySpark and Haxall building automation systems by dynamically exposing SkySpark Axon functions as MCP tools. Enables natural language interaction with building data, equipment, and automation functions through real-time tool discovery.

Trader Journal MCP

Provides AI-powered trading analytics and coaching by analyzing historical trades to identify strategies, emotional patterns, and behavioral mistakes via MCP tools.

Kafka MCP Server

A comprehensive MCP server for Apache Kafka operations, enabling seamless integration with Claude Desktop and other MCP clients for cluster management, topic operations, and message streaming.

mcp_file_manager

Enables AI agents and users to upload and download files via MCP, generating shareable links and identifier codes. Files are automatically deleted after 24 hours.

refinex-mcp

Enables querying live AWS spot price arbitrage signals and suppression logs directly in Claude Code or any MCP-compatible AI tool.

Jira MCP

Lets an AI assistant read and write Jira Server/Data Center tickets via direct API access.

Gigwa MCP Server

An MCP server that interfaces with Gigwa for genotyping data import, analysis, and audit, enabling users to perform complex workflows through natural language commands.

M-Pesa MCP Server

An experimental MCP server that lets AI agents interact with guarded payment workflows through typed tools, enabling safe agent-assisted payments with M-Pesa and mock Airtel Money.

Phloem MCP Server

Exposes knowledge base retrieval tools for AI agents via the Model Context Protocol, enabling hybrid search across datasets and dataset listing.

idrac-design-mcp

Exposes iDRAC design-system knowledge via a single get_component tool, currently returning placeholder data for known components.

Fabric-Analytics-MCP

The Fabric-Analytics-MCP server enables AI agents to interact directly with Microsoft Fabric using natural language. It transforms complex data engineering tasks—such as workspace management, data exploration, and job execution—into intuitive, conversational workflows for LLMs like Claude or GitHub

kappa-eeg-checker-mcp

MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

Agent Team MCP Server

Enables real-time communication and orchestration of multiple AI agents with a web dashboard for monitoring agent activities, tasks, and artifacts.

Smart Terminal MCP

A lightweight MCP server that enables AI assistants to interact with the local machine through terminal, filesystem, and Python execution tools.

Migadu MCP Server

Enables AI assistants to manage Migadu email hosting services through natural language, including creating mailboxes, setting up aliases, configuring autoresponders, and handling bulk operations efficiently.

Finance MCP Server

Enables fetching financial statements (Income Statement, Balance Sheet, Cash Flow) for public companies using data from Yahoo Finance, free and no API key required.

MCP Suite CRM

Enables AI agents to interact with a CRM covering companies, people, leads, deals, and more, with role checks, scoped agent keys, approval gates, and a shared audit trail.