Discover Awesome MCP Servers

mcp-calculator

A simple MCP server that provides basic arithmetic operations like addition, subtraction, multiplication, division, power, and square root.

Swarmwage

MCP server exposing the Swarmwage agent hire protocol as tools for any MCP-compatible AI agent (Claude Desktop, Claude Code, Cursor, Cline, etc.)

typeship

Enables MCP clients to invoke every typeship API operation as a tool, with spec-derived input schemas, argument validation, read-only mode, and selective tool exposure.

Power BI Desktop MCP Server

Bridges the Model Context Protocol to the Tabular Object Model, enabling natural language inspection, optimization, and authoring of DAX in Power BI Desktop.

Voraxx MCP Server

A minimal, dependency-free MCP server that gives AI agents three real, read-only security-orchestration tools: cve_lookup, shodan_host_lookup, and nuclei_scan.

outlook-mcp

An MCP server that gives AI agents structured access to a Microsoft Outlook mailbox through the Microsoft Graph API, with a deliberate constraint: agents can read and draft emails, but only humans can send.

sg-eli-mcp

An MCP server for Singapore Statutes Online (SSO), the official portal for Singapore legislation. It browses, fetches, and cites Acts, with a verifiable citation on every response.

google-ads-mcp

Enables full read/write control of Google Ads accounts—managing campaigns, ad groups, ads, keywords, Performance Max, budgets, targeting, and performance reporting through natural language. Supports Search, Display, Video, and Demand Gen campaign types with flexible GAQL querying and comprehensive reporting.

Swarms MCP Documentation Server

An Agent Framework Documentation server that enables AI agents to efficiently retrieve information from documentation databases using hybrid semantic and keyword search for seamless agent integration.

MCP Trino Server

MCP server providing seamless integration with Trino and Iceberg for advanced data exploration, querying, and table maintenance.

@yawlabs/npmjs-mcp

Enables npm registry operations from MCP clients like Claude Code and Cursor, with 64 tools for package intelligence, security audits, dependency analysis, org/team management, and write operations like deprecate and unpublish.

shopify-admin-mcp

Production-grade MCP server for the Shopify Admin GraphQL API, exposing typed tools for AI agents to manage products, orders, customers, and more.

gnt MCP Server

Enables AI agents to query live, human-approved rules before taking actions, ensuring compliance and reducing errors.

model-gateway

MCP server for discovering and cataloging generative AI models, enabling agents to search by modality, view pricing/terms, and manage contracts with providers via Beckn-aligned APIs.

wps-skills

MCP server enabling AI assistants to control WPS Office (Excel, Word, PPT) through natural language.

mcp_example

A minimal MCP server over Streamable HTTP demonstrating the MCP protocol with tools for health checks, echo, and text reversal.

claude-codex-bridge

Bridges Claude Code and Codex TUI in real time, allowing them to share the same thread and send messages back and forth.

IX-API MCP Server

An auto-generated Multi-Agent Conversation Protocol Server that enables interaction with the IX-API (Internet Exchange API) through natural language, allowing for management of interconnection services in data centers.

beatport-scraper

Enables extracting metadata from Beatport track URLs, including preview audio, cover art, and track info, via an MCP server integrated with Claude Desktop.

Atelier B MCP Server

Connects Claude AI to Atelier B formal methods IDE, enabling typechecking, proof generation, automatic proving, and C code generation for B projects.

mcp_ocr

Modular OCR MCP server supporting Apple Vision, PaddleOCR, and PaddleOCR-VL backends. Enables text, layout, table, formula, and chart extraction from images via natural language.

unit-converter

Enables AI agents to convert between measurement units across length, weight, temperature, volume, speed, and data storage, with formulas included. Supports pay-per-call access via x402 micropayments without API keys or signup.

Qlik MCP Server

Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise environments, enabling natural language interactions for analytics, app management, reloads, user administration, and data governance across 34 tools.

ai-cad-workbench

MCP server for AI-driven CAD operations, enabling parametric modeling, build, inspection, measurement, rendering, and diff comparison with STEP, DXF, and GLB export.

design-doc-generator-mcp

Turns Claude Code session work into professional design docs with a slash command, no copy-pasting or signup needed.

MySQL MCP Server

A comprehensive MySQL interface for the Model Context Protocol that enables database management, SQL execution, and performance analysis. It features a robust Git-style version control system with automatic backups, secure permission management, and precise rollback capabilities for all data operations.

PPT-MCP

Cross-platform MCP server for Microsoft PowerPoint automation, enabling slide management, template remapping, and real-time evaluation via natural language.

OPC UA MCP Server

Connects to any OPC UA server and exposes its node tree and data via MCP, with tools to read values and search nodes.

micro-app-mcp

Provides semantic search and knowledge base management for the micro-app micro-frontend framework by ingesting its source code and documentation.

ExecuFunction MCP Server

Enables AI assistants to interact with ExecuFunction's project management, knowledge base, code indexing, and calendar tools via MCP, allowing natural language management of tasks, notes, and code.