Discover Awesome MCP Servers

sokrates-mcp

An MCP server for prompt refinement, task breakdown, code reviews, and idea generation using the sokrates Python library and multiple AI providers.

t212-mcp

A read-only MCP server for Trading 212 accounts, enabling AI assistants to query balances, positions, orders, dividends, pies, and instruments without trading capabilities.

Loomle

MCP server that integrates with Unreal Engine to read and modify complex editor objects using SAL, providing tools for queries, patches, schema discovery, and editor control.

GoHighLevel MCP Server

Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive contact management, messaging, sales pipelines, appointments, marketing automation, and e-commerce operations through natural language.

opencode-vision-mcp

Enables text-only models to understand images by intercepting pasted images, saving them locally, and using a vision MCP server to analyze them with multimodal backends like Qwen-VL, Doubao, or GLM-4V.

Bitrefill MCP Server

Enables AI assistants to search for and purchase gift cards, mobile topups, and digital products via Bitrefill, with tools for managing invoices, orders, and account balance.

Zoom API MCP Server

An MCP Server that enables interaction with Zoom's API through the Multi-Agent Conversation Protocol, allowing users to access and control Zoom's functionality via natural language commands.

codex-gpt-bridge

Streamable HTTP MCP bridge that allows ChatGPT to delegate code execution requests to a local official Codex MCP server with configurable safety policies.

Unstructured API MCP Server

Enables interaction with the Unstructured API to manage data workflows, including creating and managing source connectors (S3, Azure, Google Drive, etc.), destination connectors (Weaviate, Pinecone, MongoDB, etc.), and workflows for document processing and data pipelines.

git-daily-review

Enables AI agents to run automated daily code reviews, retrieve Markdown reports, and curate a project knowledge base across any Git repository.

paper-fx-mcp

Integrates OANDA FX trading with technical analysis, economic news, stock/indices quotes, corporate financials, EDINET disclosures, and composite scoring into a unified MCP server.

ado-mcp

Enables AI assistants to interact with Azure DevOps, providing tools for managing work items, repositories, pipelines, and more through the Model Context Protocol.

agent-creator-mcp

Enables creating and deploying Agentforce agents to Salesforce by gathering requirements and generating agent metadata.

home-network-mcp

Lets an LLM client monitor devices, services, disk usage, and uptime in a home network and home lab.

cebelca-mcp

An MCP server that wraps the cebelca.biz accounting API, exposing tools for operations like managing partners, invoices, proformas, and fetching PDFs.

@nahisaho/katashiro-mcp-server

MCP server for information collection, text analysis, and content generation, enabling AI agents to scrape web pages, analyze text, and generate reports or presentations.

mcp-secure-remote

A stdio-to-remote MCP bridge with mTLS client certificate authentication for secure remote MCP server access.

cypht-mcp

Cloudflare Worker implementation of the Cypht email MCP, providing eight email tools for account management, email sending, listing, viewing, searching, and deletion via IMAP.

Pickle MCP Server

Free AI ops manager that runs locally, auditing ClickUp, Slack, and Teams to catch stale tasks, dropped promises, and buried decisions using your own tokens.

iOS BLE-MCP Bridge

Enables AI agents to control iOS BLE devices through a WebSocket bridge and Safari extension, allowing scanning, connecting, reading, and writing BLE characteristics from an iPhone.

Canvas MCP Server

Enables AI assistants like Claude to interact with Canvas LMS through the Canvas API, providing tools for managing courses, announcements, rubrics, assignments, and student data.

Spring Web to MCP Converter 🚀

Okay, here's a translation of "Convert Spring REST API to MCP Server with OpenRewrite" into Chinese, along with some considerations for different nuances: **Option 1 (More Literal, General):** * **中文:** 使用 OpenRewrite 将 Spring REST API 转换为 MCP 服务器 * **Pinyin:** Shǐyòng OpenRewrite jiāng Spring REST API zhuǎnhuàn wèi MCP fúwùqì * **Explanation:** This is a straightforward translation. It's suitable if you're talking about a general process or concept. **Option 2 (More Technical, Emphasizing the Transformation):** * **中文:** 使用 OpenRewrite 重构 Spring REST API 为 MCP 服务器 * **Pinyin:** Shǐyòng OpenRewrite chónggòu Spring REST API wèi MCP fúwùqì * **Explanation:** "重构 (chónggòu)" means "refactor." This is a better choice if you're emphasizing the code transformation aspect of using OpenRewrite. It implies that you're changing the structure of the code to fit the MCP server architecture. **Option 3 (More Specific, Implying Migration):** * **中文:** 使用 OpenRewrite 将 Spring REST API 迁移到 MCP 服务器 * **Pinyin:** Shǐyòng OpenRewrite jiāng Spring REST API qiānyí dào MCP fúwùqì * **Explanation:** "迁移 (qiānyí)" means "migrate." This is suitable if you're talking about moving the API from one platform (Spring) to another (MCP). **Option 4 (Most Concise, Assumes Context):** * **中文:** OpenRewrite 实现 Spring REST API 到 MCP 服务器的转换 * **Pinyin:** OpenRewrite shíxiàn Spring REST API dào MCP fúwùqì de zhuǎnhuàn * **Explanation:** This is the most concise. It assumes the reader already knows you're using OpenRewrite to *do* the conversion. "实现 (shíxiàn)" means "implement" or "achieve." **Which one to choose depends on the context:** * If you're introducing the idea for the first time, Option 1 or 2 is good. * If you're talking to someone familiar with the process, Option 4 is fine. * If you're specifically talking about moving the API to a new platform, Option 3 is best. **Important Considerations:** * **MCP Server:** Make sure the reader understands what "MCP Server" refers to. If it's a specific product or technology, you might need to provide more context or a brief explanation elsewhere. * **OpenRewrite:** Assuming the audience knows what OpenRewrite is. If not, a brief explanation might be needed. I would probably lean towards **Option 2 (重构)** if I were talking to a technical audience about the code changes involved. If it's a more general audience, **Option 1 (转换)** is safer.

nodriver-mcp-server

An undetected browser automation MCP server powered by nodriver, enabling AI agents to browse, scrape, and automate Chrome while evading anti-bot detection like Cloudflare. It offers 57 tools for navigation, snapshots, screenshots, session management, and more, with one-command setup for major MCP clients.

karabiner-mcp

MCP server for managing Karabiner-Elements keyboard remapping rules on macOS, enabling LLMs to search key codes, list/add/edit/remove/toggle rules, and switch profiles through natural language.

mcp-sparql

MCP server exposing SPARQL query functionalities for LLMs, enabling query execution, validation, and graph exploration across SPARQL endpoints.

MCP Platform Framework

A framework for building MCP servers with built-in enterprise capabilities such as authentication, authorization, telemetry, audit logging, and data classification, allowing domain developers to focus on business logic while maintaining governance and compliance.

Auth0 OIDC MCP Server

A MCP server that requires user authentication via Auth0, allowing it to call protected APIs on behalf of authenticated users.

authentik-aws-mcp

Manage authentik users and groups via API, including creation, group membership, password reset, and quick provisioning with random passwords.

CoverageUnlocked MCP Server

Enables AI assistants to analyze insurance denial appeals, providing win probabilities, appeal strategies, payer behavioral intelligence, and regulatory leverage for any CPT code.

q-sys-mcp

Enables AI agents to inspect and control Q-SYS audio/video systems via the QRC protocol over TCP, against a real Core or Q-SYS Designer emulator.