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Vetted Servers(9120)
starter-mcp-server
by bravo-box
A starter kit for developing and deploying serverless functions or microservices across multiple cloud providers, exemplified by a chat application.
A starter kit for developing and deploying serverless functions or microservices across multiple cloud providers, exemplified by a chat application.
Setup Requirements
- ⚠️Requires cloud provider accounts (e.g., AWS, GCP, Azure) and associated credentials.
- ⚠️May require specific Infrastructure as Code (IaC) tools (e.g., Terraform, Pulumi) for infrastructure deployment.
- ⚠️Docker might be required for local development or containerized deployments.
Review RequiredView Analysis
git-mcp-server
by cyanheads
A Model Context Protocol (MCP) server that provides Git-specific tools and resources for AI/LLM agents to interact with version control systems.
A Model Context Protocol (MCP) server that provides Git-specific tools and resources for AI/LLM agents to interact with version control systems.
Setup Requirements
- ⚠️Requires the Git CLI (binary `git`) to be installed on the system and available in the PATH for the default `CliGitProvider`.
- ⚠️Requires `OPENROUTER_API_KEY` to be set for interaction with Large Language Models (LLMs), which is a paid service.
- ⚠️Authentication (if `MCP_AUTH_MODE` is 'jwt' or 'oauth') requires additional environment variables like `MCP_AUTH_SECRET_KEY`, `OAUTH_ISSUER_URL`, and `OAUTH_AUDIENCE` for secure operation, especially in a production environment. The default `MCP_AUTH_MODE` is 'none', which disables authentication.
- ⚠️If speech capabilities are enabled (`SPEECH_TTS_ENABLED` or `SPEECH_STT_ENABLED`), API keys for ElevenLabs (`SPEECH_TTS_API_KEY`) and/or OpenAI Whisper (`SPEECH_STT_API_KEY`) are required, which are paid services.
Verified SafeView Analysis
dnevnik-mcp-server
by yasg1988
Provides educational data (schedules, grades, homework) from Dnevnik.ru API to AI assistants via the Model Context Protocol (MCP).
Provides educational data (schedules, grades, homework) from Dnevnik.ru API to AI assistants via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires manual Dnevnik.ru OAuth token acquisition through a browser.
- ⚠️Requires manual identification and configuration of `person_id`, `school_id`, and `group_id`.
Verified SafeView Analysis
etude-agent-rules-mcp
by Etude-Labs
An IDE-agnostic MCP server that exposes project rules and workflows as MCP resources, providing consistent development guidelines to AI coding tools.
An IDE-agnostic MCP server that exposes project rules and workflows as MCP resources, providing consistent development guidelines to AI coding tools.
Setup Requirements
- ⚠️Requires .NET 9 SDK
- ⚠️Docker required for containerized deployment
- ⚠️External authentication/TLS handling required for HTTP endpoints in production
Verified SafeView Analysis
seamless-agent
by jraylan
Empowers AI agents within GitHub Copilot Chat (or similar LM clients) to seek interactive user confirmation and feedback via specialized tools (ask_user, plan_review, walkthrough_review) before executing actions, ensuring user control.
Empowers AI agents within GitHub Copilot Chat (or similar LM clients) to seek interactive user confirmation and feedback via specialized tools (ask_user, plan_review, walkthrough_review) before executing actions, ensuring user control.
Setup Requirements
- ⚠️Requires VS Code 1.104.0+ and GitHub Copilot Chat extension.
- ⚠️If integrating with Antigravity IDE, Node.js must be installed and in the system PATH for the `seamless-agent-mcp.js` CLI tool.
- ⚠️Local API authentication relies on a dynamically generated bearer token, which might require troubleshooting if misconfigured during Antigravity integration.
Verified SafeView Analysis
model-context-protocol
by SyedAanif
This server implements the Model Context Protocol, likely for managing and serving contextual data and interactions for AI models.
This server implements the Model Context Protocol, likely for managing and serving contextual data and interactions for AI models.
Setup Requirements
- ⚠️Requires `uv` package manager for dependency resolution and environment setup, as indicated by `uv.lock` and `pyproject.toml`.
- ⚠️A specific Python version is required, as specified in the `.python-version` file.
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rbx-mcp-engine
by fxrrysalim
Provides a high-performance, WebSocket-based bridge for AI agents to interact with and control Roblox Studio in real-time.
Provides a high-performance, WebSocket-based bridge for AI agents to interact with and control Roblox Studio in real-time.
Setup Requirements
- ⚠️Requires Roblox Studio to be installed on the machine.
- ⚠️The 'rbx-studio-mcp.exe' executable must be downloaded and its path specified in the AI client's MCP configuration.
- ⚠️Requires configuration of an external MCP-compatible AI client (e.g., Claude, Cursor, Windsurf).
Verified SafeView Analysis
crypto-mcp
by pand40x
Provides real-time and historical cryptocurrency data to LLM applications, using Binance as the primary source and CoinMarketCap as a fallback.
Provides real-time and historical cryptocurrency data to LLM applications, using Binance as the primary source and CoinMarketCap as a fallback.
Setup Requirements
- ⚠️Requires CoinMarketCap API keys for fallback functionality, which must be obtained and configured in a .env file.
- ⚠️The MCP client configuration requires the absolute path to the 'build/index.js' file, which can be a common point of error.
- ⚠️Node.js v20.0.0 or higher is required.
Verified SafeView Analysis
nextjs-playwright-test-agent
by YankeeMarco
Facilitates AI agent-driven UI test generation and execution for Next.js applications using Playwright, returning test artifacts and summaries.
Facilitates AI agent-driven UI test generation and execution for Next.js applications using Playwright, returning test artifacts and summaries.
Setup Requirements
- ⚠️Requires 'pnpm' for dependency management.
- ⚠️Requires Playwright and its browser dependencies to be installed separately via 'pnpm dlx playwright install --with-deps'.
- ⚠️Requires a Node.js runtime environment to execute the server.
Verified SafeView Analysis
arvo-mcp
by khaoss85
Connects AI assistants to Arvo's AI fitness coach to access and manage workout data, personal records, and training plans via the Model Context Protocol.
Connects AI assistants to Arvo's AI fitness coach to access and manage workout data, personal records, and training plans via the Model Context Protocol.
Setup Requirements
- ⚠️Requires an Arvo account and API key from arvo.guru (external service).
- ⚠️Requires Node.js 18+ to run.
- ⚠️Requires manual configuration in the AI client's settings (e.g., modifying claude_desktop_config.json or Cursor MCP settings).
Verified SafeView Analysis
meilisearch-mcp
by meilisearch
Connect LLMs to Meilisearch for natural language interaction and management of search indices and data.
Connect LLMs to Meilisearch for natural language interaction and management of search indices and data.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires a running Meilisearch instance (e.g., Docker container on port 7700).
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop or OpenAI agents) for interaction.
Verified SafeView Analysis
searcher
by QwQzy
Provides a Model Context Protocol (MCP) server for aggregating and extracting information from search engines like Bing using Playwright for web scraping.
Provides a Model Context Protocol (MCP) server for aggregating and extracting information from search engines like Bing using Playwright for web scraping.
Setup Requirements
- ⚠️Requires Python 3.12
- ⚠️Requires manual Playwright Chromium installation via `playwright install chromium`
- ⚠️The `bing_cn_detail` tool could expose the server to Server-Side Request Forgery (SSRF) if publicly accessible without proper input validation or firewall rules.