Discover Awesome MCP Servers

Jotform Workflow MCP Server

MCP server that exposes Jotform Workflows to AI assistants through 14 tools across discovery, reading, building, and risky actions. It allows creating, reading, updating, publishing, and deleting workflows, as well as managing their steps, all via natural language conversation.

QA Assistant MCP

An MCP server that enables Claude to read Jira user stories, search Confluence documentation, and generate QA artifacts like test scenarios, test cases, traceability matrices, coverage analysis, and executive summaries using GPT-4o.

data-transformer

Provides safe, deterministic inspection, transformation, validation, and diffing of structured data (JSON, CSV, YAML, Parquet) via schema-aware MCP tools.

Outlook Calendar MCP

Outlook Calendar MCP Server built using FastMCP and Microsoft Graph API. This MCP server allows AI agents to manage Outlook Calendar events through Microsoft Graph.

server-employee

Enables querying employment rates by sector (agriculture, industry, services) for a given country and year using World Bank API.

ModWrench MCP Server

Enables AI assistants to search, browse, and manage mods across Nexus Mods, mod.io, Thunderstore, and Modrinth, as well as perform local diagnostics like detecting games and parsing crash logs.

qlik-cloud-admin

Connects Claude Desktop to a Qlik Cloud tenant for admin operations, allowing users to manage resources like spaces, apps, and automations via natural language.

MCP Prompt Enhancer

Intelligently analyzes codebases to enhance LLM prompts with relevant context, featuring adaptive context management and task detection to produce higher quality AI responses.

gsheetmcp

MCP server to read public Google Sheets data via gviz endpoint, no authentication needed. Supports column filtering and returns structured JSON.

mori

Mori (森) is a shared memory layer for AI coding agents — one that compounds.

agent-vrm-mcp

Enables Claude to generate speech from text and express it through a 3D VRM avatar via the AgentVRM engine.

darktable-mcp

Enables Claude and other AI assistants to control darktable for photo management and editing through its Lua API.

Upwork MCP Server

Enables Claude to search jobs, manage proposals, messages, and contracts on Upwork via browser automation.

golf-coach

Analyzes your Trackman golf data to diagnose weaknesses and generate personalized practice plans with drills and progress tracking, acting as a data-driven coach.

mcp-data-summary

Enables LLMs to generate visual summary reports from CSV datasets using MCP Resources, Tools, and Prompts, without exposing raw data to the model.

Geth MCP Proxy

Bridges Ethereum JSON-RPC queries from Geth nodes to the Model Context Protocol ecosystem, exposing blockchain operations as MCP tools. Enables AI models and applications to securely interact with Ethereum data including blocks, transactions, balances, and advanced debug functions through schema-validated access.

mastyf-ai

Perimeter security for your AI Infrastructure.

Aidlab MCP

Connects Aidlab wellness data to AI tools through MCP, providing read-only access to daily summaries, steps, heart rate, HRV, sleep, activities, and profile with OAuth authentication.

mcp-ros2-logs

Enables AI agents to analyze ROS2 log files across multiple nodes by merging them into a unified timeline and providing smart query tools, without requiring ROS2 installation.

auditoria-skills

MCP server with 20 internal-audit SKILLs grounded in global standards (IIA, COSO, NIST, ISO, IFRS, COBIT, ACFE), written in Spanish. Enables audit planning, control evaluation, and specialty audits via natural language.

MCP Storybook Image Generator

Generates children's storybook illustrations in multiple art styles (3D cartoon, watercolor, pixel art, hand drawn, claymation) with matching stories using Google's Gemini AI.

google-cloud-mcp

Enables management of Google Cloud services including BigQuery, Cloud Logging, Cloud Storage, and Compute Engine via MCP tools.

open-edison

Deterministic agentic data firewall that secures, monitors, and controls AI agent interactions with data and software via MCP, preventing data leaks.

snapshot-mcp-server

Save conversation state, resume work across sessions, and organize multiple snapshots with minimal token overhead.

rays-mcp

Exposes global market breadth, volume, RSI, volatility, and sentiment for 12 major equity indices (US + Asia) via 5 tools.

Office-Word-MCP

A Model Context Protocol server for enterprise-grade document automation, enabling AI assistants to create, read, manipulate, and analyze Microsoft Word documents programmatically.

memory-plugin

Persistent memory management for Claude Code, allowing agents to store and retrieve user preferences, environment notes, and skills across sessions.

clipboard-history-mcp

Enables Claude to browse, search, and restore clipboard history with type classification, secret detection, and Touch ID-gated decryption.

MCP UUID Server

Un servicio sencillo que genera UUID aleatorios cuando se solicitan a través de Claude Desktop.