Discover Awesome MCP Servers

Code Firewall MCP

A security filter that blocks dangerous code patterns by comparing normalized structural syntax trees against a blacklist of known threats using vector embeddings. It acts as a gatekeeper to prevent malicious code execution by identifying dangerous structures regardless of specific identifiers or literals.

Supabase MCP Server

Enables secure interaction with Supabase databases via the PostgREST API, supporting full CRUD operations and stored procedure calls. It utilizes the Dedalus MCP framework to provide encrypted credential handling and just-in-time token exchange.

Tripura Board of Secondary Education MCP Server

An MCP server for interacting with the Tripura State Board of Secondary Education API, auto-generated using AG2's MCP builder to enable conversational access to education data.

loseit

MCP server that reads local SQLite database populated by a Playwright scraper to provide daily summary, food log, weight history, and water log from LoseIt.

chuk-mcp-stage

Orchestrates 3D scene creation, camera paths, and physics-driven animations, bridging physics simulations with video rendering by defining scene graphs, binding objects to physics bodies, and exporting to React Three Fiber or Remotion.

Azure MCP Server - Security Testing

MCP server with intentionally malicious capabilities for testing Cisco AI Defense supply chain scanning.

PulseNetwork MCP

Provides AI agents with a wallet and access to 900+ pay-per-call intelligence APIs across 74 verticals, with automatic USDC payments on Base and built-in spend guardrails.

agent-firewall

A policy-based security layer for AI agents and MCP tools that evaluates tool requests against security policies before allowing, denying, or requiring human approval for execution.

viewpo-mcp

Provides AI assistants with visual feedback for responsive web design by capturing screenshots and extracting DOM layout data through the Viewpo macOS app. It enables automated UI verification and responsive behavior comparison across multiple viewport breakpoints.

Perplexity MCP Server

使用 Perplexity 的 API 来促进网页搜索功能，允许用户通过 Claude 的界面检索搜索结果。

StoreSignal MCP Server

A Model Context Protocol server that exposes the StoreSignal API as tools, so any MCP client can analyze Shopify stores and run market intelligence queries conversationally.

api-test-mcp

api-test-mcp

Sitecore MCP Server

Enables AI assistants to interact with Sitecore CMS through GraphQL API, providing item operations, version control, navigation, and content management capabilities. Supports natural language commands and slash command menu interface for querying Sitecore items, templates, and hierarchies.

obsidian-mcp

Bridges Obsidian vaults with MCP-compatible AI tools, enabling read/write/search of notes, task management, and vault operations through 34 tools and prompt templates.

Developer Productivity MCP

Provides MCP tools for GitHub code search, Jira sprint status, pull request risk analysis, and project metrics, enabling agentic workflows for developer productivity.

DARPEngine

存储 MCP 服务器的元数据，并提供智能搜索功能，允许用户为其查询找到合适的 MCP 服务器，并将请求路由到最合适的服务器。

uruguay-mcp

Enables AI agents to query Uruguay's open government data from multiple sources (national catalog, Central Bank, statistics institute, Montevideo city data and transport, and gub.uy service catalog) through a meta-discovery layer.

kundeavis-mcp

MCP server that queries Norwegian grocery store flyers (kundeaviser) to help AI agents plan cheap meals based on current offers.

Olamto MCP Server

MCP server for Web3 AI agents enabling autonomous smart contract engineering on Robinhood EVM and Solana, with Cloudflare One portals for efficient token usage and edge execution.

mcp-ccnu-lib

封装华中师范大学图书馆空间预约系统（包括登录、查座位、预约、取消、暂离等操作）为一组MCP工具，供LLM调用执行。

Frankfurter MCP

Provides access to currency exchange rates and conversion tools using the Frankfurter API, including latest rates, historical data, and time series from sources like the European Central Bank.

password-strength-analyzer

Analyzes password strength with entropy calculation and crack time estimation. Supports pay-per-call payments via x402 (USDC on Base L2) without requiring API keys or signup.

Moondream MCP Server

Provides AI-powered image analysis capabilities including captioning, visual question answering, object detection, and coordinate pointing for both local files and remote URLs through the Moondream vision language model.

MCP Server Starter

A minimal MCP server with calculator and memory store tools, ready to use with Claude Desktop and Claude Code.

angr-mcp

Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, CFG recovery) as MCP tools for vulnerability exploration and exploit development.

Naver Real Estate MCP

Enables automated collection of apartment listing data from Naver Real Estate using Playwright browser automation with passive network response capture. Provides MCP tools to search complexes, resolve property identifiers, and extract normalized listing information including duplicate properties.

MCP Chat Support System

A comprehensive customer support platform featuring real-time messaging, knowledge base management, and a multi-tenant architecture with both React frontend and Node.js backend.

MCP Public APIs

An MCP server that indexes the public-apis catalogue, allowing LLMs to search and filter over 1,400 public APIs by category, authentication type, and technical requirements. It facilitates precise API discovery for developers by providing tools to query specific features like HTTPS support and CORS compatibility.

storekit-verify-mcp

Decode and cryptographically verify Apple App Store Server Notifications V2 with full ES256 signature and certificate chain validation, and explain notification types.

Doubao Image MCP Server

An MCP server that generates high-quality images through Volcano Engine's Doubao model, supporting bilingual prompts, multiple resolutions, and parameter controls like seed and guidance scale.