aws-finops-mcp-server

Read-only database access with schema inspection

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

One API for Search, Crawling, and Sitemaps

GitLab API, enabling project management

Location services, directions, and place details

Independent directory of 350+ compensation surveys. Search, filter, and recommend salary-survey publishers (Mercer, WTW, Aon Radford, Pearl Meyer, SullivanCotter, Gallagher, Empsight, Culpepper, Croner, and more) by industry, region, or job title.

summarize chat message

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

Automatically create a remote browser to complete your specified tasks, developed based on Browser Use + Sandbox. 自动创建一个远程浏览器，完成你指定的任务，基于Browser Use + Sandbox开发。

Web and local search using Brave's Search API

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。

Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval (no LLM in the critical path), conversation ingest with speaker-locked dual-pass extraction, per-tenant Postgres row-level security, and Ed25519-signed provenance. Postgres + pgvector + Neo4j defaults; ArangoDB / DynamoDB / Cosmos / AlloyDB also supported. Listed on the official MCP Registry as io.github.bolnet/attestor.

MCP server for e-mail testing: create disposable inboxes, wait for delivery, and extract e-mail content or links - all from your AI agent or test automation workflow. Get a free API key on https://app.zyntra.app/

109 MCP servers for agentic commerce across LATAM (Brazil, Mexico, Argentina, Colombia, Chile, Peru). Stripe ACP, x402, AP2, Google UCP + 100 regional providers covering payments, fiscal, banking, communication, logistics, ERP, identity. 2,289 tools. stdio + Streamable HTTP. Published as @codespar/mcp-* on npm.

Channel management and messaging capabilities

test

Integrate the shadcn/ui MCP server from shadcn space into your IDE to generate accurate, production-ready Shadcn UI components. Official Model Context Protocol (MCP) server for [Shadcn Space](https://shadcnspace.com). This MCP server allows AI-powered IDEs and agents to discover, search, and install **Shadcn Space** UI blocks directly into your projects - no copy-paste required. ## Install MCP configuration. ```bash npx shadcnspace-cli install <client> ``` ### Supported Clients - [x] cursor - [x] windsurf - [x] claude - [x] cline - [x] antigravity ## Manual Installation Add to your IDE's MCP config: ```json { "mcpServers": { "shadcnspace-mcp": { "command": "npx", "args": ["-y", "shadcnspace-mcp@latest"] } } } ``` For more information visit our documentation of [**How to use MCP Server**](https://shadcnspace.com/docs/getting-started/mcp-server-docs) ## Available Tools The server provides the following tools callable via MCP: | Tool Name | Description | |-----------|-------------| | `listBlocks` | Provides a comprehensive list of all shadcnspace blocks. | | `listComponents` | Provides a comprehensive list of all shadcnspace components. | | `getBlockInstall` | Returns the official installation command for a specific Shadcn Space block. | | `searchBlocks` | Search Shadcn Space blocks using keywords or tags. | | `listInstalledBlocks` | Lists all blocks that are currently installed in the project and get their files. | ### Available Prompts The server provides the following prompts callable via MCP: | Prompt/Command | Description | |----------------|-------------| | `search` | Find specific UI block by name. | | `create-ui` | Create a new UI block using our exisitng blocks. | ## Example Usage Once configured, you can ask questions like: > "List all available UI blocks" > "Give me the code for the accordion-01 component" > "Create a landing page for a coffee shop using a hero-01 block, a 3-column feature grid, and a dark-themed footer." ## Credits Created by [shadcnspace](https://shadcnspace.com). [Shadcn MCP](https://shadcnspace.com/mcp) [MIT](LICENSE)

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

Strips token usage up to 99%

An MCP server that provides a tool for sending transactional emails via Mailtrap

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

DevSpeak bridges the gap between product and engineering. Powered by Gemini AI, it instantly translates ambiguous stakeholder requirements into structured technical specs, Jira tickets, and API designs tailored to your specific tech stack and audience level.