Discover Awesome MCP Servers

ZenTao Bugs MCP Server

Enables interaction with ZenTao bug tracking system to search products, query assigned bugs, view bug details with extracted images, and mark bugs as resolved through natural language commands.

WebSim MCP Server

Enables interaction with WebSim's public API to browse projects, discover trending content, search assets, manage user profiles, and access community comments and discussions.

Virtuoso Schematic MCP

Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, nets, and instance properties via SkillBridge. It provides tools for component inspection and schematic validation to ensure design integrity.

Instagram MCP Investigator

Automates Instagram profile scraping using Playwright with saved login sessions and generates AI-powered analytical reports. Enables users to extract profile data, recent posts metadata, and receive OpenAI-generated summaries through natural language interactions.

MCP API Bridge Server

A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT APIs to facilitate spreadsheet code generation, AI chat integration, and comprehensive IoT device management. It allows users to perform CRUD operations on spreadsheets, integrate Azure AI models, and handle real-time MQTT messaging for IoT applications.

LCBro

Enables browser automation, web content extraction, and LLM-powered data transformation using Playwright. Supports session management, authentication flows, and works with local LLMs (Ollama, JAN AI) or external providers to clean and structure extracted web data.

scholar-memory

Enables scientific literature research through multi-agent search, analysis, and semantic memory, exposing 9 MCP tools for querying, storing, and retrieving research findings.

Zeotap CDP MCP Server

Enables Claude to interact with Zeotap's Customer Data Platform through natural language queries, allowing users to fetch audience data, check sync status, and manage destinations without needing API IDs.

MySQL MCP Server

Cursor가 MCP 프로토콜을 통해 MySQL 데이터베이스와 상호 작용하여 데이터베이스 테이블 및 레코드의 생성, 쿼리, 수정 및 삭제를 가능하게 합니다.

code-memory-rs

Enables local semantic code search across repositories using natural language, with AST-aware chunking and hybrid vector/FTS5 retrieval.

diagram-studio-mcp

MCP server for rendering diagrams (Mermaid, Graphviz, PlantUML, D2) via Kroki. Provides tools to render diagrams and list available engines.

markdown-mcp

Provides structured, addressable access to a local markdown vault with heading-anchored fragments, BM25 search, and stable IDs for verifiable retrieval.

Apple RAG MCP

Provides AI agents with instant access to official Apple developer documentation, Swift docs, design guidelines, and Apple Developer YouTube content through advanced semantic and hybrid search capabilities. Features AI-powered reranking for accurate retrieval of Apple platform knowledge including iOS, macOS, watchOS, tvOS, and visionOS development resources.

OpenReplay MCP Server

Enables AI-powered analytics for OpenReplay user sessions through natural language queries. Supports session search, user journey analysis, error tracking, performance metrics, and funnel analysis to understand user behavior patterns.

mcp-presentation

MCP server for building presentations (PDF/web) with a task-based async pipeline, enabling session management, project creation, presentation IR saving, git commits, building, and deployment.

Warframe MCP Server

Remote MCP server providing live Warframe data via Warframe.market and WarframeStat.us APIs. Enables price checks, worldstate lookups, item/drop searches, and more through natural language tools.

grok-mcp

Enables searching X (Twitter) using the xAI Grok API to get summarised answers with citations. Supports filtering by handles, date range, and image/video understanding.

rasterly-mcp

Enables AI agents to read, screenshot, or convert web pages to PDF using a real headless browser, turning any URL into clean Markdown, a visual image, or a print-ready document.

snapedit

Snapshot-based file editing for AI agents. Enables safe file edits by sending only new content against immutable, content-addressed snapshots with 3-way merging and ambiguity protection.

Selenium MCP Server

Allows AI agents to control web browser sessions via Selenium WebDriver, enabling web automation tasks like scraping, testing, and form filling through the Model Context Protocol.

sevdesk-mcp

An MCP server for the sevDesk accounting API with complete API coverage and a bookkeeping audit layer that detects VAT mis-bookings.

UIPin MCP Server

Run at http://127.0.0.1:3846 to provide AI tools (Claude Code, Cursor, etc.) with live UI annotations, screenshots, and structured context via JSON-RPC + SSE.

metabase-mcp-server

Enables interaction with Metabase through its API, allowing users to list cards, databases, collections, execute queries, and create cards or bookmarks.

web-stylebook-mcp

Provides deterministic, read-only design knowledge for AI coding agents to help them choose visual directions, plan UI states, and compose design tokens, all without network access.

HybridHub

Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite, etc.) and unstructured object storage (AWS S3, Alibaba OSS, Huawei OBS, etc.) through a single interface.

GoDaddy Orders MCP Server

MCP Server that enables interaction with GoDaddy's Orders API using natural language, auto-generated from the OTE GoDaddy Orders OpenAPI specification.

Tiendanube MCP Server

Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting operations for products, orders, customers, and categories. It provides flexible integration through SSE, HTTP, and STDIO transport modes with full Docker support.

SQL Query MCP Server

A FastMCP server that enables natural language querying of PostgreSQL databases through LLM integration, allowing users to generate SQL queries from plain English and visualize the results.

photo-marketplace-listing-assistant

This MCP server analyzes product photos using AI to generate listing drafts, publishes to Mercari Shops via GraphQL API, and exports drafts for other marketplaces.

slm-mesh

Enables peer-to-peer communication, discovery, shared state, and file coordination between AI coding agents across machines and sessions.