Discover Awesome MCP Servers

ghas-mcp-server

镜子 (jìng zi)

Redshift MCP Server

Enables AI agents to interact with Amazon Redshift databases using natural language to execute queries, explore schemas, and retrieve sample data.

WordPressMCP Server

Enables interaction with WordPress sites through the REST API, supporting content management for posts, pages, users, plugins, and custom post types with Application Password authentication.

Defense MCP

Provides Claude Desktop access to Defense.com threat intelligence data for risk assessment, threat analysis, and workload management. It also features interactive security training tools and supports over 200 source type aliases for simplified querying.

Stealth-AntiCheat MCP

Real-time anti-cheat analysis system that monitors Discord servers for cheating code patterns using AI (GPT-4), automatically detects and analyzes suspicious code, and generates custom anti-cheat signatures with 24/7 monitoring capabilities.

mcp-arsr

Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system that lets LLMs iteratively verify and correct their own claims using uncertainty-guided retrieval.

PostgREST

这是一个用于 PostgREST 的 MCP 服务器。它允许 LLM 通过 PostgREST 对 Postgres 数据库执行数据库查询和操作。此服务器可与 Supabase 项目（使用 PostgREST）和独立的 PostgREST 服务器一起使用。

wecom-docs-mcp-server

WeCom (Enterprise WeChat) document operations via MCP — create, read, and edit Docs and Smartsheets. 9 tools. Fills the doc-CRUD gap: existing WeCom MCP servers only support webhook messaging

Mallory MCP Server

A robust Model Control Protocol server that enables AI agents to access real-time cyber threat intelligence and detailed information about vulnerabilities, threat actors, malware, and other cyber-security entities.

claude-ollama-mcp

Lets Claude query and manage a local Ollama server — list models, inspect them, run generate/chat completions, pull or delete models.

Jina AI Remote MCP Server

Provides access to Jina AI's suite of web tools including URL reading, web/image/academic search, content extraction, embeddings, and reranking capabilities. Enables AI assistants to search the web, extract content from URLs, and process information with semantic understanding.

MCP Fetch Page

Enables browser-based web page fetching with automatic cookie management and CSS selector extraction, supporting JavaScript rendering and authenticated sessions through a Chrome extension.

MCP Logic

Enables first-order logic reasoning including theorem proving, model finding, counterexample detection, and category theory diagram verification using pure TypeScript with no external dependencies.

Feedback Collector MCP

Collects user feedback with text and image support through an Electron app, allowing AI tools to gather and process user input with customizable prompts and multiple response options.

MCP

For interacting with Algolia, "MCP servers" likely refers to **Management Console Protocol (MCP) servers**. However, Algolia doesn't directly use a concept called "MCP servers" in the traditional sense. Instead, Algolia provides several ways to manage and interact with your Algolia application, including: * **Algolia Dashboard:** This is the primary web-based interface for managing your Algolia application. You can configure indexes, manage API keys, view analytics, and perform other administrative tasks. * **Algolia API Clients:** These are libraries available in various programming languages (e.g., JavaScript, Python, PHP, Java, Ruby, Go, Swift, Kotlin) that allow you to programmatically interact with the Algolia API. These clients handle the communication with Algolia's servers. * **Algolia CLI (Command-Line Interface):** A command-line tool for managing your Algolia application from the terminal. * **Algolia Integrations:** Algolia integrates with various platforms and services, such as e-commerce platforms (e.g., Shopify, Magento), CMS systems (e.g., WordPress), and analytics tools. **Translation to Chinese:** The most accurate translation depends on the specific context. Here are a few options: * **If you want to emphasize the general concept of servers that manage Algolia:** * 用于与 Algolia 交互的 **管理服务器** (Yòng yú yǔ Algolia jiāohù de guǎnlǐ fúwùqì) - "Management servers for interacting with Algolia" * **If you want to be more specific and mention the Algolia API:** * 用于与 Algolia 交互的 **API 服务器** (Yòng yú yǔ Algolia jiāohù de API fúwùqì) - "API servers for interacting with Algolia" (This is more accurate as the API clients interact with Algolia's API servers) * **If you want to mention the Algolia Dashboard (which is a web-based interface):** * 用于与 Algolia 交互的 **管理控制台服务器** (Yòng yú yǔ Algolia jiāohù de guǎnlǐ kòngzhìtái fúwùqì) - "Management console servers for interacting with Algolia" (This is less common, as the dashboard is accessed through a web browser, not directly through a server connection) * **If you want to translate "MCP servers" literally, but with a note that it's not a standard Algolia term:** * 用于与 Algolia 交互的 **MCP 服务器** (Yòng yú yǔ Algolia jiāohù de MCP fúwùqì) - "MCP servers for interacting with Algolia" (Note: Algolia 本身不使用 "MCP 服务器" 这个术语 (Note: Algolia běnshēn bù shǐyòng "MCP fúwùqì" zhège shùyǔ) - Note: Algolia itself does not use the term "MCP servers") **Recommendation:** The best translation is likely **用于与 Algolia 交互的 API 服务器 (Yòng yú yǔ Algolia jiāohù de API fúwùqì)** because the Algolia API is the primary way to programmatically interact with Algolia's services. If you're referring to the web interface, then **用于与 Algolia 交互的 管理控制台服务器 (Yòng yú yǔ Algolia jiāohù de guǎnlǐ kòngzhìtái fúwùqì)** would be more appropriate, but less common. Avoid using "MCP servers" directly unless you're sure that's the intended terminology, and even then, include a clarifying note.

Tastytrade MCP Server

Provides access to Tastytrade historical price data via the Model Context Protocol. It enables users to retrieve historical candle data for specific financial symbols and time intervals.

School Vacation MCP Server

Query school vacation calendars for Belgium, Netherlands, and Luxembourg (2019-2028). Check vacation dates, retrieve vacation periods, and list supported regions across multiple educational zones.

TrustAtom MCP Server

Provides cryptographic signing and verification for AI decisions to generate verifiable, Ed25519-signed receipts for compliance and auditing. It automatically maps AI actions to regulatory frameworks like HIPAA and SOX with high-performance, sub-3ms signing.

Contentstack MCP Streamable HTTP Server

A transport wrapper that exposes Contentstack MCP tools over HTTP instead of stdio to enable remote access and horizontal scaling. It acts as a proxy for the Contentstack MCP package, allowing browser-based and networked clients to interact with various Contentstack APIs.

MCP Appium

Enables AI assistants to automate mobile app testing and development for iOS and Android through natural language interactions. Supports intelligent element identification, session management, automated test generation, and comprehensive device interactions including clicks, swipes, screenshots, and app management.

Cloudflare MCP with Google OAuth and Analytics

A deployable MCP server template for Cloudflare Workers that provides Google OAuth authentication and comprehensive analytics tracking of tool usage, performance metrics, and user behavior.

Azure MCP Server

Azure MCP Server

DeckForge

Generate executive-ready presentations via API. 32 slide types, 24 chart types, 15 themes, finance vertical with DCF/comp tables/waterfalls. Renders PPTX from JSON IR or natural language prompts.

Developer Roadmaps MCP Server

Provides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.

NetSuite MCP Server

A Model Context Protocol server that enables querying and analyzing NetSuite sales orders and invoices with filtering capabilities by customer, item, date range, and other parameters.

Flomo MCP Server

Enables users to create and save notes in Flomo directly through AI chat interactions using natural language commands. Seamlessly integrates with AI assistants like Claude and Cursor to capture thoughts and information.

ServiceNow MCP Server

A Model Context Protocol server that enables AI assistants and development tools to interact with ServiceNow instances, providing comprehensive API coverage for incident management, change management, CMDB, and other ServiceNow modules.

MCP Utility Tools

A collection of tools that enhance MCP-based workflows with caching, retry logic, batch operations, and rate limiting capabilities.

TgeBrowser MCP Server

Enables AI assistants to interact with the TgeBrowser Local API to create, manage, and automate isolated browser environments. It supports comprehensive browser automation tasks including navigation, element interaction, and fingerprint configuration through natural language.