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Vetted Servers(8554)
aws-mcp-server-devops-ai
by saifeezibrahim
Enables AI assistants to execute AWS CLI commands and access AWS resource context via the Model Context Protocol (MCP).
Enables AI assistants to execute AWS CLI commands and access AWS resource context via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires AWS credentials configured on the host machine (via ~/.aws files or environment variables).
- ⚠️Docker is the strongly recommended deployment method for security and reliability (or Python 3.13+ and AWS CLI installed locally).
- ⚠️Requires `uv` or `pip` for dependency management if running natively.
Verified SafeView Analysis
Code-Tools
by carloshenriquecarniatto
A set of developer utilities for analyzing .NET codebases, including dead code detection and other analysis tools.
A set of developer utilities for analyzing .NET codebases, including dead code detection and other analysis tools.
Setup Requirements
- ⚠️Requires .NET 10.0 SDK for the main application.
- ⚠️Requires Node.js 20+ and npm for CI/CD and release automation tooling.
- ⚠️The release workflow requires a GitHub token with 'contents: write' permissions, which may conflict with strict branch protection rules (solutions are provided in README).
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blbl-mcp-server
by Mist-wu
This MCP server provides a tool to search for users on Bilibili using the Bilibili API.
This MCP server provides a tool to search for users on Bilibili using the Bilibili API.
Setup Requirements
- ⚠️Python 3.12+ required
Verified SafeView Analysis
mcp-server-test
by johanbolofsson
This server exposes historical Champions League winners data via an MCP (Model Context Protocol) interface, allowing AI clients like Claude for Desktop to query sports results.
This server exposes historical Champions League winners data via an MCP (Model Context Protocol) interface, allowing AI clients like Claude for Desktop to query sports results.
Setup Requirements
- ⚠️Requires .NET 8 SDK or higher
- ⚠️Requires an MCP client (e.g., Claude for Desktop) for interaction
- ⚠️Manual configuration of the absolute project path is needed in the MCP client's config file
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test-remote-mcp-server
by yadavatul868
This server provides a simple remote API for basic arithmetic operations and random number generation using the FastMCP framework.
This server provides a simple remote API for basic arithmetic operations and random number generation using the FastMCP framework.
Setup Requirements
- ⚠️Requires Python 3.13 or newer
Verified SafeView Analysis
codereview_mcp_server
by alexcpn
Provides an MCP server for code review, offering tools to analyze Python, Go, and C++ GitHub repositories via AST parsing.
Provides an MCP server for code review, offering tools to analyze Python, Go, and C++ GitHub repositories via AST parsing.
Setup Requirements
- ⚠️Requires `uv` package manager.
- ⚠️Requires local git client installed.
- ⚠️Requires Python version 3.10 or 3.11.
- ⚠️Requires internet access to clone GitHub repositories.
Review RequiredView Analysis
wp-seo-mcp
by Akungapaul
This server provides a Model Context Protocol (MCP) interface to optimize WordPress sites for SEO and performance by leveraging WordPress REST API and WP-CLI.
This server provides a Model Context Protocol (MCP) interface to optimize WordPress sites for SEO and performance by leveraging WordPress REST API and WP-CLI.
Setup Requirements
- ⚠️Requires WordPress application passwords for REST API authentication.
- ⚠️Extensive environment variable configuration is required for WordPress REST API access and optional WP-CLI functionality (e.g., WORDPRESS_URL, WORDPRESS_USERNAME, WORDPRESS_APP_PASSWORD).
- ⚠️If WP-CLI is enabled, proper setup of WP-CLI and potentially SSH access (with SSH keys) on the server running this MCP client is necessary.
Verified SafeView Analysis
mcp-server
by Goudham03
AI-powered release management assistant that fetches and analyzes DevOps metrics from a Release Hound API via an MCP server.
AI-powered release management assistant that fetches and analyzes DevOps metrics from a Release Hound API via an MCP server.
Setup Requirements
- ⚠️Requires Azure OpenAI API Key (MODEL_TOKEN, MODEL_ENDPOINT) - Paid service.
- ⚠️Requires an external Release Hound API endpoint (RH_API_ENDPOINT).
- ⚠️Requires a running MCP server instance (MCP_SERVER) for client communication.
- ⚠️Missing authentication implementation for `RH_API_ENDPOINT` as per `TODO`.
Verified SafeView Analysis
strange-mcp-postgres
by trangpl193
Provides a Model Context Protocol (MCP) interface for performing PostgreSQL database operations, enabling AI models or other systems to interact with a database via an HTTP API.
Provides a Model Context Protocol (MCP) interface for performing PostgreSQL database operations, enabling AI models or other systems to interact with a database via an HTTP API.
Setup Requirements
- ⚠️Requires a running PostgreSQL database instance accessible from the server host.
- ⚠️Requires specific environment variables (DB_NAME, DB_USER, DB_PASSWORD, MCP_API_KEY) to be set for CLI usage.
- ⚠️The server exposes an HTTP endpoint, requiring proper network configuration and security measures (e.g., firewalls, access control) in production environments.
Verified SafeView Analysis
discord-search-mcp
by ThatOtherAndrew
Retrieves data from Discord servers via a bot account for information retrieval and OSINT purposes.
Retrieves data from Discord servers via a bot account for information retrieval and OSINT purposes.
Setup Requirements
- ⚠️Requires creating a Discord bot, granting it necessary permissions, and enabling specific Discord Intents (message_content, members).
- ⚠️The `DISCORD_TOKEN` environment variable must be set with the bot's token.
- ⚠️Requires Python 3.10 or newer.
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mcp-promo-order
by Jocko-Fuel
MCP server for sales team to create 100% discount promo/sample orders and manage customer accounts via chat.
MCP server for sales team to create 100% discount promo/sample orders and manage customer accounts via chat.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires Shopify Private Apps with specific permissions to be installed on both Promo (read/write) and Wholesale (read-only) stores. This involves a multi-step manual OAuth flow to obtain the necessary API tokens.
- ⚠️Requires `SHOPIFY_CLIENT_ID` and `SHOPIFY_CLIENT_SECRET` (and optionally `WHOLESALE_CLIENT_ID`, `WHOLESALE_CLIENT_SECRET`) to be set as environment variables to obtain the Shopify access tokens during initial setup.
Verified SafeView Analysis
mcp-skeleton
by deb-sahu
A generic template for building Model Context Protocol (MCP) servers to expose custom business logic as tools for AI models and clients.
A generic template for building Model Context Protocol (MCP) servers to expose custom business logic as tools for AI models and clients.
Setup Requirements
- ⚠️Requires Poetry for dependency management and execution.
- ⚠️Requires Python 3.10+.
- ⚠️The example tools (calculator, weather, HTTP, text analysis) are for demonstration ONLY and MUST be replaced with domain-specific business logic for production use.