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Vetted Servers(9120)
zen-mcp-server
by Ahmedvision
A Multi-Model Communication Protocol (MCP) server designed for orchestrating and enhancing various AI-powered software development and analysis tools and workflows.
A Multi-Model Communication Protocol (MCP) server designed for orchestrating and enhancing various AI-powered software development and analysis tools and workflows.
Setup Requirements
- ⚠️Requires Docker to be installed for deployment.
- ⚠️At least one API key (e.g., GEMINI_API_KEY, OPENAI_API_KEY, or XAI_API_KEY) is mandatory, typically linking to paid AI services.
- ⚠️Using certain advanced models (e.g., O3-Pro, as highlighted in `test_o3_pro_expensive.py`) can incur extremely high token costs.
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DEV-MCP-Server
by abedmreyan
The server enables AI agents to manage software development lifecycle across multiple platforms like GitHub, Netlify, Supabase, Azure, and Google Workspace, effectively setting up a semi-autonomous dev team.
The server enables AI agents to manage software development lifecycle across multiple platforms like GitHub, Netlify, Supabase, Azure, and Google Workspace, effectively setting up a semi-autonomous dev team.
Setup Requirements
- ⚠️Requires API keys/credentials for up to 10 different cloud and AI services, demanding extensive manual setup.
- ⚠️Google Sheets and Tasks require specific Google Cloud API enablement and sharing a Google Sheet with a service account email.
- ⚠️AI integrations (Perplexity, Gemini) will incur usage-based costs based on token consumption.
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McpDLPSecureServer
by GoFeytch
A minimal Model Context Protocol (MCP) server that acts as a connector to an AI LLM proxy, designed to forward chat requests for Data Loss Prevention (DLP) and policy enforcement.
A minimal Model Context Protocol (MCP) server that acts as a connector to an AI LLM proxy, designed to forward chat requests for Data Loss Prevention (DLP) and policy enforcement.
Setup Requirements
- ⚠️Requires an external AI LLM proxy running and accessible at the configured LLM_PROXY_URL.
- ⚠️This server is an MCP server, meaning it requires an MCP host (e.g., Claude Desktop style) to connect to and invoke its 'secure_llm_chat' tool.
- ⚠️The hardcoded 'Bearer demo-internal-key' is a security risk and should be replaced with a secure, configurable mechanism for production use.
Review RequiredView Analysis
n8n-hubspot-mcp
by samjjmmmm
Facilitates an AI agent in fetching and summarizing HubSpot deal data, including engagements, by calling an n8n webhook.
Facilitates an AI agent in fetching and summarizing HubSpot deal data, including engagements, by calling an n8n webhook.
Setup Requirements
- ⚠️Requires an n8n instance with a workflow configured to fetch HubSpot deal and engagement data. The specific n8n webhook URL is hardcoded in `server.js` and needs to be updated in the source code if deploying to a different n8n instance.
- ⚠️Requires Node.js to run.
Verified SafeView Analysis
git-clone-https-github.com-beletea-apic-mcp-server
by umeshsungardas
Provides backend API and control plane functionalities, potentially managing other services or devices.
Provides backend API and control plane functionalities, potentially managing other services or devices.
Setup Requirements
- ⚠️Likely requires a specific runtime environment (e.g., Node.js, Python, Java) to be installed.
- ⚠️May require a database (e.g., PostgreSQL, MongoDB, MySQL) for data persistence.
- ⚠️Specific port configurations might be necessary for network access.
Review RequiredView Analysis
labspace-mcp-workshop-lab-1
by mikegcoleman
This repository serves as a template to bootstrap a new interactive educational Labspace environment.
This repository serves as a template to bootstrap a new interactive educational Labspace environment.
Setup Requirements
- ⚠️Requires Docker to be installed and running locally.
- ⚠️Requires GitHub Action Secrets (DOCKERHUB_USERNAME, DOCKERHUB_TOKEN) for publishing/deployment.
- ⚠️Requires manual renaming of the `.github/workflows/publish-labspace.yaml.temp` file and updating `DOCKERHUB_REPO` within it.
Verified SafeView Analysis
trading-mcp-server
by Useelk
Automating cryptocurrency trading operations, market data retrieval, technical analysis, and opportunity scanning by integrating with Claude Desktop.
Automating cryptocurrency trading operations, market data retrieval, technical analysis, and opportunity scanning by integrating with Claude Desktop.
Setup Requirements
- ⚠️Requires API keys and secrets for a cryptocurrency exchange (e.g., MEXC_API_KEY, MEXC_SECRET) to operate in 'live' mode.
- ⚠️Requires Node.js (>=18.0.0) and npm/npx for installation and execution.
- ⚠️Designed to run as an MCP server for Claude Desktop, not as a standalone application, requiring configuration within Claude Desktop.
Verified SafeView Analysis
git-commit-helper
by tarekbadrsh
This MCP server helps Claude generate professional git commit messages by providing context from the local git repository's status, staged changes, all changes, and commit history.
This MCP server helps Claude generate professional git commit messages by providing context from the local git repository's status, staged changes, all changes, and commit history.
Setup Requirements
- ⚠️Requires Rust toolchain installed for building from source.
- ⚠️Requires Git to be installed and accessible in the system's PATH.
- ⚠️The absolute path to the compiled binary must be precisely configured in Claude Desktop's `claude_desktop_config.json`.
- ⚠️Claude Desktop must be completely quit and restarted after configuration changes.
- ⚠️macOS Gatekeeper may block the binary (requires `xattr -d com.apple.quarantine` to fix).
Verified SafeView Analysis
spring-ai-mcp-server
by qwe5507
Provides AI tools for managing TODO list items through a Spring AI Multi-Modal Chat Protocol (MCP) server.
Provides AI tools for managing TODO list items through a Spring AI Multi-Modal Chat Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK 17+ recommended for Spring Boot 3).
- ⚠️Designed to run as a Spring AI MCP server, typically interacting with a larger AI application via standard I/O.
Verified SafeView Analysis
extgange-betfair-mcp
by aranej
Enables AI assistants to interact with the Betfair Exchange betting platform for market intelligence and account information.
Enables AI assistants to interact with the Betfair Exchange betting platform for market intelligence and account information.
Setup Requirements
- ⚠️Requires a Betfair account and an Application Key, which can be a paid 'Live' key for real-time market data (£299).
- ⚠️Certificate-based authentication, recommended for production, requires manual generation and secure configuration of SSL certificates.
- ⚠️Access to market data is geo-blocked for German IP addresses, potentially requiring hosting outside of Germany (e.g., a home PC setup).
Verified SafeView Analysis
mcp-compliance-context
by rlobenwein
Provides data protection regulations and compliance context to LLMs for code review and application development.
Provides data protection regulations and compliance context to LLMs for code review and application development.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Manual creation and configuration of a '.env' file to specify REGULATION_DATA_DIR is critical.
- ⚠️Requires running 'python setup_data.py' or manually copying sample data to the configured data directory.
Verified SafeView Analysis
mcp_server
by samreensami
A simple bank system API that allows users to create accounts, authenticate, deposit/transfer funds, and view transaction history, along with unprotected administrative endpoints to view all accounts and transactions.
A simple bank system API that allows users to create accounts, authenticate, deposit/transfer funds, and view transaction history, along with unprotected administrative endpoints to view all accounts and transactions.
Setup Requirements
- ⚠️Requires Python dependencies: fastapi, uvicorn, sqlalchemy, pydantic, bcrypt, requests, colorama. These must be installed (e.g., `pip install -r requirements.txt` if a requirements file exists, or individually).
- ⚠️The server (`main.py`) and CLI frontend (`cli_frontend.py`) are separate applications that need to be run concurrently for a full experience.
- ⚠️A local SQLite database file `bank.db` will be created in the application's root directory.