Discover Awesome MCP Servers

Toy MCP Server

A simple reference implementation demonstrating MCP server basics with two toy tools: generating random animals and simulating 20-sided die rolls.

mcp-interaction-studio

MCP server for Salesforce Interaction Studio that enables listing and managing datasets, campaigns, segments, and performance stats via natural language.

MFlowy

Enables users to interact with MFlowy, an MCP-native modular ML workflow engine with data analysis, model training, and orchestration.

insights-mcp-server

Here are a few possible translations, depending on the context: * **Red Hat Insights MCP Server POC:** This is the most direct translation and likely the best if the audience is familiar with the acronyms and technical terms. * **POC Server MCP Red Hat Insights:** (Less common, but possible if emphasizing the "Proof of Concept" aspect) * **Proof of Concept (POC) Server MCP Red Hat Insights:** (More explicit, spelling out "Proof of Concept") **Explanation of Choices:** * **POC:** "Proof of Concept" is often used directly in Indonesian technical contexts, or abbreviated as "POC." * **MCP Server:** "MCP Server" is likely best left as is, unless you know what "MCP" stands for and can translate that appropriately. * **Red Hat Insights:** This is a product name and should generally be left as is. **Recommendation:** Unless you have a specific reason to do otherwise, I recommend using the first option: **Red Hat Insights MCP Server POC** This is the clearest and most concise translation for a technical audience.

mcp-watermelon

MCP server for Watermelon.ai that exposes all 13 public API endpoints as tools, enabling AI assistants to manage contacts, conversations, messages, custom fields, and webhooks.

LeetCode MCP (Model Context Protocol)

Okay, I understand. You want me to translate the phrase "MCP Server to generate Leetcode Notes" into Indonesian. Here's the translation: **Server MCP untuk menghasilkan Catatan Leetcode** Here's a breakdown of why this translation works: * **MCP Server:** This is kept as "Server MCP" because "MCP" is likely an acronym or proper noun and is often left untranslated. * **to generate:** This translates to "untuk menghasilkan" (to produce/to generate). * **Leetcode Notes:** This is translated to "Catatan Leetcode". "Notes" becomes "Catatan" (notes), and "Leetcode" is kept as is, as it's a proper noun. Therefore, the most natural and accurate translation is: **Server MCP untuk menghasilkan Catatan Leetcode**

flare-mcp

MCP server for Flare Network enabling natural language queries of FTSO price feeds, FAssets, balances, and FDC attestations.

Ashfords Law Firm MCP Server

Enables law firm staff to automate case intake, conflict-of-interest checks, and attorney assignment through secure MCP tools without exposing sensitive data directly to LLMs.

TestMu AI Test Manager MCP

Enables management of TestMu AI test projects, test cases, test runs, and integration with Jira, HyperExecute, and AI insights through natural language.

@nestr/mcp

MCP server that connects AI assistants like Claude to your Nestr workspace, enabling task, project, role management, and organizational insights through natural language.

diff-explainer

AI-powered git diff analysis with human-readable explanations, risk flags, and review checklists. Enables to explain any diff text or currently staged git changes through an MCP server.

Jira Extended MCP Server

Enables AI agents to manage Jira Cloud projects with full CRUD operations, bulk actions, sprint and release management, and issue linking using natural language.

fallcorp-mcp

Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client, enabling state folding, band classification, and crease pattern checks.

Velo Payments API MCP Server

An MCP server that enables interaction with Velo Payments APIs for global payment operations, automatically generated using AG2's MCP builder from the Velo Payments OpenAPI specification.

responsible-gambling-mcp

Enables users to calculate safe gambling budgets based on financial situation and assess gambling habits with risk levels and recommendations.

mcp-server-starter-demo

A minimal TypeScript MCP server that provides echo and text_stats tools for text validation and word/character counting over stdio.

web-ai-mcp

Provides free access to AI models (GPT-4o mini, Claude 3 Haiku, Llama 3.1) via DuckDuckGo AI chat without login, using stealth browser automation.

pyMSO5000 MCP Server

Enables AI agents to control Rigol MSO5000 oscilloscopes through VISA, including acquisition, channels, trigger, timebase, waveform generator, display, and front-panel controls, with risk-based permission gating for direct SCPI operations.

dsh-cordis-mcp

Exposes DeepSeek Harness dynamic Cordis plugin management to Claude Code via MCP, enabling plugin install, run, stop, inspect, and session handling through natural language.

google-play-mcp-server

MCP server that connects AI assistants to the Google Play Developer API for automated app publishing, subscription management, review monitoring, and tester management.

merchant-check-mcp

MCP server that scores merchant risk and reputation via a paid check_merchant tool, returning trust tiers and price-fairness readings for shopping agents.

MCP Master Puppeteer

An advanced MCP server for browser automation using Puppeteer, specifically optimized for token efficiency through minimal data returns and progressive enhancement. It enables agents to navigate pages, capture LLM-optimized screenshots, extract structured content, and perform batch interactions.

App Store Connect MCP Server

Enables management of App Store Connect apps including registration, listing, IPA upload, store listing updates, and in-app purchase creation via natural language.

ethereum-validator-queue-mcp

An MCP server that tracks Ethereum’s validator activation and exit queues in real time, enabling AI agents to monitor staking dynamics and network participation trends.

MySQL MCP Server

A lightweight MySQL MCP server that enables LLMs to interact with databases through tools for schema inspection and query execution. It features LLM-friendly formatting, SSL support, and a secure read-only mode with query timeout protections.

WAII MCP Server

Provides database interaction through natural language, enabling query execution and content processing.

MCP Utility Kit

Provides utility tools including random jokes, current weather, and name-based age prediction.

wan2.2-image-generator

基于阿里云通义万相API的MCP图像生成服务器，支持在CherryStudio、VSCode等工具中通过文本生成图像，提供多种风格和尺寸选择。

MCP System Info Server

A lightweight MCP server that provides real-time hardware statistics including CPU, memory, disk, and NVIDIA GPU usage. It enables users to monitor system performance and retrieve comprehensive host machine specifications through a standardized interface.

mcpanonimohealth

MCP server that locally de-identifies health documents, such as prescriptions, reports, images, and PDFs, before use with Codex or Claude Code. It runs OCR and identifier detection on-device and only returns de-identified text to the agent when the automated policy check results in PASS.