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Vetted Servers(8554)
CSE-MCP-Server
by Yazhodha
Provides structured, real-time, and historical Colombo Stock Exchange (CSE) market data to AI agents and applications via Model Context Protocol (MCP).
Provides structured, real-time, and historical Colombo Stock Exchange (CSE) market data to AI agents and applications via Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires .NET 10 SDK to build and run.
- ⚠️Requires Claude Desktop (or any MCP-compatible client) for interaction.
Verified SafeView Analysis
mcp-server-validation-automation
by obot-platform
This project is an automation test suite designed to validate the functionality of the Obot.ai AI chatbot platform, specifically focusing on its Multi-Cloud Platform (MCP) server integrations and AI agent capabilities through UI interactions.
This project is an automation test suite designed to validate the functionality of the Obot.ai AI chatbot platform, specifically focusing on its Multi-Cloud Platform (MCP) server integrations and AI agent capabilities through UI interactions.
Setup Requirements
- ⚠️Requires Node.js (version 14.x or higher) and npm.
- ⚠️Requires a compatible web browser (e.g., Chrome) and its corresponding WebDriver (e.g., ChromeDriver).
- ⚠️Requires an OpenAI API Key for running the `eval` script, which incurs usage costs.
- ⚠️Extensive environment variables are required for connecting to various MCP servers being tested (e.g., `OBOT_URL`, `WP_USERNAME`, `GITLAB_TOKEN`, `BQ_APP_CREDS`, `AWS_KEY_ID`, etc.), which need to be configured before execution.
Verified SafeView Analysis
twitterapi-io-mcp
by dorukardahan
Provides offline access to TwitterAPI.io documentation (endpoints, pages, blogs) for Claude and other AI assistants.
Provides offline access to TwitterAPI.io documentation (endpoints, pages, blogs) for Claude and other AI assistants.
Setup Requirements
- ⚠️Requires Node.js >=18.18.0.
- ⚠️For Claude Code users, the `claude` CLI must be installed to add the MCP server.
Verified SafeView Analysis
sample-serverless-mcp-servers
by jprio
Provides sample implementations and templates for building serverless Minecraft Protocol (MCP) servers.
Provides sample implementations and templates for building serverless Minecraft Protocol (MCP) servers.
Verified SafeView Analysis
emeq-mcp
by yusufkaracaburun
This package enables Laravel applications to integrate with AI assistants using the Model Context Protocol (MCP) and Laravel Boost for project-specific guidelines, providing tools, resources, and prompts for AI interaction.
This package enables Laravel applications to integrate with AI assistants using the Model Context Protocol (MCP) and Laravel Boost for project-specific guidelines, providing tools, resources, and prompts for AI interaction.
Setup Requirements
- ⚠️Requires Laravel 10.x, 11.x, or 12.x.
- ⚠️Requires Laravel Boost (if Boost integration is enabled).
- ⚠️Requires `php artisan mcp:start <server_name>` running as a long-lived process or a web endpoint configured via `Mcp::web()`.
Verified SafeView Analysis
devlens-mcp
by Y4NN777
An MCP server that provides AI assistants with structured and token-efficient web access for search, scraping, and documentation gathering, aiming to reduce developer context-switching.
An MCP server that provides AI assistants with structured and token-efficient web access for search, scraping, and documentation gathering, aiming to reduce developer context-switching.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Requires `uv` package manager for installation and execution.
- ⚠️`crawl4ai` dependency may implicitly require browser binaries (e.g., Chromium) on the system, though it typically manages this internally.
Verified SafeView Analysis
selenium-mcp-server
by skindyk
Automate browser interactions for testing, web scraping, and page analysis using natural language commands via the Model Context Protocol.
Automate browser interactions for testing, web scraping, and page analysis using natural language commands via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Requires manual installation of appropriate browser drivers (GeckoDriver for Firefox, EdgeDriver for Edge, Safari built-in needs `--enable`).
- ⚠️The `execute_script` tool allows arbitrary JavaScript execution in the browser, posing a security risk if used with untrusted input.
Verified SafeView Analysis
MCP-server-blogspace
by Priyesh95
An MCP server providing blog data via tools, resources, and prompts for AI applications, and an Express REST API for traditional consumption.
An MCP server providing blog data via tools, resources, and prompts for AI applications, and an Express REST API for traditional consumption.
Setup Requirements
- ⚠️Requires Node.js (v18+ is recommended by the '@modelcontextprotocol/sdk' dependency).
- ⚠️Full MCP functionality (Tools, Prompts) requires an MCP-compatible LLM client (e.g., Claude Desktop) to connect to the MCP server via stdio.
Verified SafeView Analysis
MCP-Server
by Hasnizaa
A backend server for a Minecraft-compatible game, handling client connections, authentication, and game packet processing.
A backend server for a Minecraft-compatible game, handling client connections, authentication, and game packet processing.
Setup Requirements
- ⚠️Authentication requires custom implementation (e.g., database, secure password hashing) for practical use.
- ⚠️A compatible Minecraft client is required to connect to the server.
Review RequiredView Analysis
crew-controller-mcp
by jbandu
Provides real-time crew scheduling, legality checking, and disruption recovery tools for airline crew controllers, designed for high-pressure day-of-operations scenarios.
Provides real-time crew scheduling, legality checking, and disruption recovery tools for airline crew controllers, designed for high-pressure day-of-operations scenarios.
Setup Requirements
- ⚠️Requires Node.js runtime to be installed.
- ⚠️For real-world deployment, significant development is needed to replace mock data and mocked external service calls with actual crew tracking systems, databases (e.g., PostgreSQL, Redis), and external APIs (for notifications, booking, etc.).
- ⚠️Integration with tools like Claude Desktop requires manual configuration of the absolute path to the server's executable (`dist/index.js`).
Verified SafeView Analysis
SigilDERG-Custom-MCP
by Superuser666-Sigil
A Model Context Protocol (MCP) server providing IDE-like code search and navigation, including trigram-based text search, symbol-based navigation, and semantic code search via vector embeddings, designed for integration with AI assistants and agents.
A Model Context Protocol (MCP) server providing IDE-like code search and navigation, including trigram-based text search, symbol-based navigation, and semantic code search via vector embeddings, designed for integration with AI assistants and agents.
Setup Requirements
- ⚠️Requires external executable 'universal-ctags' for symbol extraction.
- ⚠️Python dependencies like 'rocksdict', 'lancedb', 'pyarrow' (for embeddings), and 'watchdog' (for file watching) may have complex native library requirements. Installation via `pip install .[lancedb]` or similar is needed.
- ⚠️OpenAI embedding provider requires a paid OpenAI API Key. Local embedding models via `llama-cpp-python` require downloading large GGUF model files and may demand significant CPU/GPU resources.
- ⚠️If `admin_ui_auto_start` is enabled, Node.js and `npm` (or `bun`) are required to run the Vite-based Admin UI development server.
Verified SafeView Analysis
mcp-secure-server
by agileandy
A security-first Model Context Protocol (MCP) server designed to run locally, providing controlled external network access and extensible tool execution capabilities for AI agents.
A security-first Model Context Protocol (MCP) server designed to run locally, providing controlled external network access and extensible tool execution capabilities for AI agents.
Setup Requirements
- ⚠️Requires Python 3.11+ and `uv` for dependency management.
- ⚠️The security policy (config/policy.yaml) is deny-by-default and requires explicit configuration for any network access, filesystem paths, and command permissions. Misconfiguration can prevent desired functionality.
- ⚠️Plugin development (adding new tools) requires adherence to the `PluginBase` interface and careful updates to the security policy for any external interactions like network or filesystem access.