Discover Awesome MCP Servers

Frida MCP

Enables AI systems to interact with mobile and desktop applications through Frida's dynamic instrumentation capabilities. Provides process management, device control, JavaScript REPL execution, and script injection for runtime analysis and reverse engineering.

Multi-File Reader MCP Server

MCP 服务器用于同时读取多个文件。

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling AI Playground and local client connections.

eval-mcp-server

Exposes a deterministic AI-slop scanner and RAG grounding grader as MCP Tools, Resource, and Prompt, enabling any MCP client to evaluate text quality and context faithfulness.

storybloq

Enables AI coding assistants to persist and manage project context across sessions, including tickets, roadmap, handovers, and lessons learned, via a structured .story/ directory.

InvoiceFlash MCP

Read-only MCP server that connects to an InvoiceFlash MySQL database, exposing clients, invoices, and quotes as tools for natural language querying via Claude Desktop or Claude Code.

mcp-atlassian

Enables interaction with Atlassian Confluence and Jira through natural language, allowing users to search, create, update, and transition issues and pages.

Twilio MCP Server

Enables communication through Twilio's API including sending SMS/WhatsApp messages, making phone calls, and managing phone numbers and account settings. Provides comprehensive messaging and voice capabilities with proper authentication and rate limiting.

jasperreports-mcp-server

Enables AI assistants to interact with JasperReports Server for report execution, resource management, and job scheduling via MCP tools.

Gmail MCP Server

Enables AI assistants to read unread Gmail messages and create properly threaded draft replies through the Gmail API, allowing natural language email management while keeping drafts for manual review before sending.

medterms-mcp

Medical terminology MCP server — ICD-10, MedDRA, RxNorm, CTCAE for AI agents

Scraper Maintenance MCP

MCP server for automating web scraper maintenance via browser inspection, selector generation, and code updates.

Google Maps MCP Server

Enables interaction with Google Maps services through the Model Context Protocol. Provides location-based functionality and mapping capabilities for AI agents.

google-maps-mcp

A TypeScript MCP server that exposes Google Maps Platform APIs as tools for LLMs, providing real map data like directions, transit routes, place search, address validation, photos, and elevation.

mcp-server-mariadb

MCP server for MariaDB that exposes database schema as resources and provides a read-only query tool to retrieve data.

pg-semantic-mcp

A read-only PostgreSQL MCP server for AI coding agents that exposes database schema and sample data as tools, with LLM-powered semantic search enriched by a user-authored semantic layer.

cogmem

Self-improving, verifiable memory for AI coding agents. Learns how you work, stops repeating mistakes, models each project, recalls the right lesson at the right moment. Every memory is signed and tamper-evident. Local-first.

DDGS MCP Server

Enables DuckDuckGo search capabilities with full content extraction for AI agents, supporting text and news searches across multiple engines.

deltav-edge-mcp-server

Safety-conscious MCP server for read-only access to Emerson DeltaV Edge systems, enabling engineering investigation workflows and offline artifact generation.

architect-c4

MCP server that manages C4 architecture models, ADRs, and flow diagrams as TOML files in a docs directory, with git versioning and an HTTP viewer.

shd-music

Enables searching and ripping high-quality audio from Deezer using an ARL cookie, with automatic decryption, tagging, and local library publication.

Shutterstock Stock Photo MCP Server

Enables AI agents to search for stock photography based on current location and weather conditions using the Shutterstock API.

@zuupee/mcp-server

General-purpose MCP server with built-in tools for HTTP, JSON, and datetime operations, supporting pluggable modules and security defaults.

BetterTouchTool MCP Server

Enables AI assistants to control and interact with BetterTouchTool on macOS, allowing users to query configurations, execute triggers and actions, manage variables and widgets, control presets, and access clipboard contents through natural language.

Claude-Atlas-MCP

Self-hosted MCP server giving Claude persistent memory via entities, observations, history, and reminders, backed by a lightweight Node/SQLite backend.

Teambition MCP Server

A Model Context Protocol (MCP) server that provides AI capabilities to Teambition applications, enabling programmatic access to user management, organization data, and project collaboration features through natural language.

vision-mcp

Provides vision capabilities to text-only LLMs via MCP, enabling image understanding, Q&A, OCR, and image processing through cloud multimodal APIs.

pk-eli-mcp

MCP server for searching and retrieving Pakistani federal statutes and Supreme Court judgments with structured citations, using static HuggingFace datasets.

App Publisher MCP

An MCP server for vibe coders to generate app icons with AI, auto-resize for iOS/Android, and publish to app stores, all from an AI coding assistant.