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Vetted Servers(8554)
jmeter-mcp-server
by chandanvars
Automated generation and execution of JMeter load and performance test scripts with comprehensive analysis and reporting via Docker.
Automated generation and execution of JMeter load and performance test scripts with comprehensive analysis and reporting via Docker.
Setup Requirements
- ⚠️Requires Docker to be installed and running for test execution.
- ⚠️Requires Node.js version 16.0.0 or higher.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop, VS Code MCP extension) to interact with the server's tools.
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mav-mysql-mcp-server
by derricksiawor
Enables Large Language Models (LLMs) to securely interact with MySQL and MariaDB databases through a standardized Model Context Protocol (MCP) interface, supporting both read and optional write operations.
Enables Large Language Models (LLMs) to securely interact with MySQL and MariaDB databases through a standardized Model Context Protocol (MCP) interface, supporting both read and optional write operations.
Setup Requirements
- ⚠️Requires Node.js 18+ and MySQL 5.7+ (or MariaDB 10.2+) to be pre-installed and running.
- ⚠️A dedicated MySQL user with appropriate permissions (read-only recommended) must be manually created in the database.
- ⚠️Configuration is strictly via environment variables, and for client integration (e.g., Claude Desktop), an absolute path to the built `index.js` file is required.
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ironforge-complete
by Kye-AI-Kye
An AI-native development platform for intelligent code generation, autonomous testing, smart DevOps, and developer empowerment.
An AI-native development platform for intelligent code generation, autonomous testing, smart DevOps, and developer empowerment.
Setup Requirements
- ⚠️Requires Rust 1.75+, Node.js 20+, Bun 1.0+, Python 3.12+, Docker 24+, and Git 2.40+ installed locally.
- ⚠️Requires an OpenAI API Key for AI features (this is a paid service).
- ⚠️Requires the 'just' task runner to execute development commands.
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MCP-server-demo
by agentversity
A Model Context Protocol (MCP) server for managing and exposing notes content via Server-Sent Events (SSE) to AI clients, suitable for hosted or demo environments.
A Model Context Protocol (MCP) server for managing and exposing notes content via Server-Sent Events (SSE) to AI clients, suitable for hosted or demo environments.
Setup Requirements
- ⚠️Notes are stored in-memory and will be lost upon server restart; no data persistence is provided by default.
- ⚠️Requires additional security measures (HTTPS, authentication, rate limiting) for production deployment beyond local or controlled demo environments.
- ⚠️Python dependencies must be installed via `pip install -r requirements.txt` before running.
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how_to_monetize_mcp_server
by paylinkmcp
A monetized MCP (Model Context Protocol) server that provides tools to AI agents and charges for their usage via PayLink.
A monetized MCP (Model Context Protocol) server that provides tools to AI agents and charges for their usage via PayLink.
Setup Requirements
- ⚠️Requires Python 3.13+
- ⚠️Requires 'uv' package manager
- ⚠️Requires a PayLink account and MCP_WALLET_CONNECTION_STRING configured (for server's wallet)
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spring-ai-weather-tool
by Mircheaaa
Provides AI-assisted weather forecasts for Korea using Spring AI and the Groq API, serving as a backend for a Korea Travel Guide service.
Provides AI-assisted weather forecasts for Korea using Spring AI and the Groq API, serving as a backend for a Korea Travel Guide service.
Setup Requirements
- ⚠️Requires `OPENROUTER_API_KEY` for AI model interaction (e.g., Groq API).
- ⚠️Requires `WEATHER_API_KEY` for the Korea Meteorological Administration API.
- ⚠️Redis is recommended and configured for caching and session management; while `session.store-type: none` is set for dev, full functionality and performance rely on a running Redis instance (e.g., via Docker).
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mcp-notion-server
by Marshal1l
A Python-based MCP server for Notion API integration, enabling MCP tools to interact with Notion databases, pages, blocks, users, and comments.
A Python-based MCP server for Notion API integration, enabling MCP tools to interact with Notion databases, pages, blocks, users, and comments.
Setup Requirements
- ⚠️Requires Notion API Token, configured as an environment variable.
- ⚠️Notion Enterprise plan and Organization API key are required for full user management functionality (list_all_users, retrieve_user).
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chatads-mcp-wrapper
by Chat-Ads
Acts as a Model Context Protocol (MCP) wrapper to expose the ChatAds Affiliate API, enabling AI assistants like Claude to automatically detect product mentions and insert affiliate links for monetization.
Acts as a Model Context Protocol (MCP) wrapper to expose the ChatAds Affiliate API, enabling AI assistants like Claude to automatically detect product mentions and insert affiliate links for monetization.
Setup Requirements
- ⚠️Requires a ChatAds API Key, which may be part of a paid service or have usage limits.
- ⚠️Requires Python 3.10 or newer.
- ⚠️While it functions standalone, it is primarily designed for integration with MCP-aware clients like Claude Desktop.
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chess-mcp-server
by asingh388
Provides tools to fetch chess player profiles and statistics from chess.com.
Provides tools to fetch chess player profiles and statistics from chess.com.
Setup Requirements
- ⚠️Requires Python 3.11 or higher.
- ⚠️Requires 'uv' (or 'uvx' command) to be installed for easy setup as described in the README.
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code-index-mcp
by trondhindenes
Provides fast local source code searching using Zoekt's trigram-based indexing.
Provides fast local source code searching using Zoekt's trigram-based indexing.
Setup Requirements
- ⚠️Requires Go runtime/toolchain for manual installation or building from source.
- ⚠️Requires manual configuration (e.g., specifying binary path) in some MCP clients like Claude Desktop if not using the .mcpb bundle.
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mcp-catalog-server
by Angelxd0714
Provides a product catalog API, allowing AI agents to interact with product data (search, retrieve, create, update, delete) via the Model Context Protocol (MCP).
Provides a product catalog API, allowing AI agents to interact with product data (search, retrieve, create, update, delete) via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a running MongoDB instance.
- ⚠️Hardcoded MongoDB credentials and connection string: The server attempts to connect to `mongodb://mongo:mongo@localhost:27018/mcp_catalog?authSource=admin` due to hardcoded values in `src/config/db.ts`, ignoring the `MONGO_URI` environment variable specified in `docker-compose.yml`. This requires manual adjustment of the code or ensuring a MongoDB instance is available at `localhost:27018` with these specific credentials.
- ⚠️Docker-compose MongoDB config mismatch: The `docker-compose.yml` specifies the MongoDB service with port `27017` and hostname `db`, while the application hardcodes `localhost:27018`, leading to connection failure in the provided Docker setup.
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icon-mcp-server
by mimiya525-cloud
Provides developers with fuzzy search for icons from popular libraries (Element Plus, Ant Design) and AI-powered SVG icon generation through a RESTful API and Model Context Protocol (MCP) tools.
Provides developers with fuzzy search for icons from popular libraries (Element Plus, Ant Design) and AI-powered SVG icon generation through a RESTful API and Model Context Protocol (MCP) tools.
Setup Requirements
- ⚠️Requires at least one AI API Key (e.g., DASHSCOPE_API_KEY, OPENAI_API_KEY) configured in environment variables for AI-powered icon generation. Without suitable keys, AI generation will fail or revert to a very basic fallback.
- ⚠️Potential Node.js version conflict: 'package.json' specifies '>=14.0.0', but a core dependency ('@modelcontextprotocol/sdk') requires '>=18'. Users might encounter issues if running Node.js versions between 14 and 18.