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.

Harvey Intel

Solana token safety analysis, CORTEX trading signals, and Synthia social intelligence. Pay-per-query via x402 USDC micropayments.

MCP-GESTI-N-DE-PROYECTOS

Automates generation of Work Breakdown Structure (WBS) diagrams and project documents. Supports Mermaid, PNG, and .docx export for project MINTRANET.

SmartDrive

Enables semantic search across your OneDrive documents using natural language queries, powered by RAG with Pinecone vector search and Azure Blob Storage.

gsheetmcp

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

jita-mcp

Remote MCP server for EVE Online that validates ship fittings with actual stats, DPS/EHP, and live market prices, enabling LLMs to answer whether a fit works and what it costs.

Perplexity Search

实现了 Perplexity 的 AI API 与 LLM 的集成，通过使用专门的提示模板来执行诸如技术文档、代码审查和 API 文档等任务，从而提供高级的聊天完成功能。

figma-spec-mcp

Bridge Figma designs to any platform with structured specs for Unity, React, Flutter, SwiftUI, and more, including layout audit, design tokens, and accessibility checks.

InsightSentry MCP

Provides AI assistants with comprehensive access to real-time and historical financial market data including stocks, options, crypto, and forex through the InsightSentry API. Supports 28+ specialized tools for market analysis, screening, and news retrieval, functioning as both an MCP server and standalone CLI.

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.

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.

Upwork MCP Server

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

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.

Ableton DJ MCP

Enables AI-assisted electronic music production in Ableton Live, with built-in genre theory for indie dance, tech house, melodic techno, and house music.

Paraguay Invoice MCP

Enables AI agents to issue and query Paraguay SIFEN e-Kuatia electronic invoices through FacturaSend, handling IVA math and stateless forwarding.

Market Map MCP Server

Analyzes early government notices to produce an evidence-backed map of plausible supplier companies with deterministic scoring and exact citation validation.

Pregnancy Official Source Navigator

Enables users to access curated official Korean pregnancy and childbirth sources and find hospitals using HIRA directory facts.

CarlaMCP

Enables natural language-driven creation and execution of autonomous-vehicle scenarios in the CARLA simulator, with validated primitives and replay support.

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.