Discover Awesome MCP Servers

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.

Aviation Weather MCP Server

Provides real-time access to official aviation weather data including METARs, TAFs, and PIREPs directly from aviationweather.gov. It enables users to query airport observations, forecasts, and pilot reports through natural language within Claude.

static-mcpify

Enables AI agents to access structured content by building static Markdown/JSON files served as a Model Context Protocol server.

APEX PSI MCP Server

Provides cryptographic truth infrastructure for AI agents, enabling them to seal content with SHA-256 and Ed25519, verify receipts, anchor them to Bitcoin via OpenTimestamps, generate citations, and audit chains of receipts.

tasks-mcp

A local MCP server for managing a personal kanban board with SQLite, enabling task creation, editing, and movement across backlog, in progress, testing, and done columns.

artifyde-mcp

Enables agents to publish HTML artifacts to permanent, shareable, versioned pages on Artifyde via MCP.

OVB3 Bridge

MCP server + CLI for automating Oracle Visual Builder Studio/VBCS app development, enabling artifact read/write, build/audit execution, and VBCS REST API interactions from Claude.

mcp-toolbox

A plug-and-play MCP server that adds zero-boilerplate tools like file search, reliability scoring, and prompt injection detection to any MCP-compatible agent.

ACA PoC MCP Tools Server

Enables AI agents to generate audit reports and query financial ledger data via MCP. This demo version contains intentional security vulnerabilities for security testing and should not be used in production.

WhatsNew-MCPserver

Fetches AWS What's New announcements by month, allowing users to query announcements for a specific year/month via MCP tools.

@context-anchor/mcp-server

Git-native MCP server for managing AI context across sessions. Enables LLMs to access project and feature context via markdown files, preserving decisions and constraints.

aigentify

MCP server for auditing agent-native readiness of a product directory or URL and generating artifacts like AGENTS.md and server.json.