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Vetted Servers(8554)
mortgage-mcp-server
by adamaclp92
A Node.js MCP server demonstrating a mock mortgage loan application process using UI widgets and protocol tools.
A Node.js MCP server demonstrating a mock mortgage loan application process using UI widgets and protocol tools.
Setup Requirements
- ⚠️Uses mock data only; not connected to real banking systems.
- ⚠️Requires Node.js (ESM) and npm to run.
Verified SafeView Analysis
dokploy-logs-mcp
by misho85
Provides remote Docker container log and statistics access via SSH, enabling monitoring and debugging of services.
Provides remote Docker container log and statistics access via SSH, enabling monitoring and debugging of services.
Setup Requirements
- ⚠️Requires `Bun` runtime to be installed locally.
- ⚠️Requires `Docker` to be installed on the remote server(s).
- ⚠️Requires `SSH access` to remote server(s) configured in `~/.ssh/config`.
Verified SafeView Analysis
NRC-ADAMS-AI
by TAMU-AESL
Provides LLMs and AI agents with tools to search, download, and extract text from documents in the NRC ADAMS repository.
Provides LLMs and AI agents with tools to search, download, and extract text from documents in the NRC ADAMS repository.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Google API Key and Custom Search Engine ID (GOOGLE_API_KEY, GOOGLE_CX) are optional for hybrid search but necessary for full functionality; Google Custom Search may have usage quotas.
- ⚠️Requires Docker or Docker Compose for containerized deployment, which is recommended for production and portability.
- ⚠️Relies on the availability and stability of the external NRC ADAMS API for core functionality.
Verified SafeView Analysis
elevate-mcp
by Ahmed-M-Elevate
Provides an AI-powered interface for querying and analyzing AB Testing data stored in MySQL (PlanetScale) and ClickHouse analytics databases.
Provides an AI-powered interface for querying and analyzing AB Testing data stored in MySQL (PlanetScale) and ClickHouse analytics databases.
Setup Requirements
- ⚠️Requires Go 1.21+ or a pre-built binary.
- ⚠️Requires database credentials for both MySQL (PlanetScale) and ClickHouse.
- ⚠️Specific configuration is needed for various AI clients (e.g., Claude Code, Cursor, GitHub Copilot).
Verified SafeView Analysis
zai-mcp-proxy-server
by dariuszkowalski-com
Provides an MCP proxy server for Z.AI Web Search Prime API, enabling integration with Forge as a standard MCP server.
Provides an MCP proxy server for Z.AI Web Search Prime API, enabling integration with Forge as a standard MCP server.
Setup Requirements
- ⚠️Requires Z.AI Web Search Prime API key (likely a paid service)
- ⚠️Requires Node.js 16+
Verified SafeView Analysis
BILHON-MCP-ECOSYSTEM
by thiagofinch
A comprehensive ecosystem designed to enhance AI agent capabilities through standardized integrations for context management, file system operations, memory, web search, desktop and browser automation, and real-time notifications.
A comprehensive ecosystem designed to enhance AI agent capabilities through standardized integrations for context management, file system operations, memory, web search, desktop and browser automation, and real-time notifications.
Setup Requirements
- ⚠️Requires a running N8N instance for workflow automation.
- ⚠️Requires numerous API keys and environment variables for external services (OpenAI, GitHub, Supabase, ClickUp, Exa, Ntfy, Hetzner, etc.).
- ⚠️The `desktop-commander` component implies a Windows operating system for its configured paths, despite CI/CD suggesting a Linux environment, indicating potential OS-specific setup complexities.
- ⚠️The `WF_DNA_INGESTAO_VIDEO` workflow requires `yt-dlp` to be installed on the n8n host and can consume significant local storage for downloaded videos.
Review RequiredView Analysis
cc-mysql-mcp
by howtobearealprogrammer
A Model Context Protocol (MCP) server enabling Claude Code to directly interact with local MySQL or MariaDB databases, primarily designed for Windows environments.
A Model Context Protocol (MCP) server enabling Claude Code to directly interact with local MySQL or MariaDB databases, primarily designed for Windows environments.
Setup Requirements
- ⚠️Requires a local MySQL 5.7+ or MariaDB instance to connect.
- ⚠️No built-in SQL query validation or safety measures; users must ensure the configured database user has restricted permissions to prevent destructive operations.
- ⚠️Requires manual Node.js project setup (clone, `npm install`, `npm run build`) before running.
Review RequiredView Analysis
fin-mcp
by Shounak-Ghosh
Provides an AI-powered multi-agent system to analyze SEC 10-K filings for strategic risks, management tone, and financial summaries, exposed via an MCP server.
Provides an AI-powered multi-agent system to analyze SEC 10-K filings for strategic risks, management tone, and financial summaries, exposed via an MCP server.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Requires SEC API Key (as specified in README, though direct use in sec_tools.py is for user-agent)
- ⚠️Python 3.11 or higher
Verified SafeView Analysis
google-maps-places-mcp
by domdomegg
Facilitates AI access to Google Maps Places API for searching locations, obtaining business information, and retrieving place photos for various applications like meeting coordination, local recommendations, and address validation.
Facilitates AI access to Google Maps Places API for searching locations, obtaining business information, and retrieving place photos for various applications like meeting coordination, local recommendations, and address validation.
Setup Requirements
- ⚠️Requires manual creation and configuration of Google OAuth credentials (Google Cloud Project, enabled Places API (New), OAuth consent screen, and Web application client ID/secret).
- ⚠️Requires specific environment variables: GOOGLE_CLIENT_ID and GOOGLE_CLIENT_SECRET for HTTP transport, or GOOGLE_ACCESS_TOKEN for stdio transport. Failure to provide them will result in server termination.
- ⚠️The underlying Google Maps Places API is a paid service, incurring costs per request which are separate from any LLM token costs.
- ⚠️The MCP_TRANSPORT environment variable must be explicitly set to 'http' for OAuth support; otherwise, it defaults to 'stdio' which requires a pre-obtained GOOGLE_ACCESS_TOKEN.
Verified SafeView Analysis
frontend-mcp-design-system
by EliseuSantos
Provides a Micro-Copilot (MCP) HTTP server for AI agents to discover, query, and suggest React components from a centralized Storybook-documented design system in a monorepo architecture.
Provides a Micro-Copilot (MCP) HTTP server for AI agents to discover, query, and suggest React components from a centralized Storybook-documented design system in a monorepo architecture.
Setup Requirements
- ⚠️Requires Node.js 18+ (recommended 20+)
- ⚠️Requires pnpm 8+ (or npm/yarn with workspaces)
- ⚠️Requires Docker for simulated production mode
- ⚠️Requires Storybook static build to be run (`storybook:build`) before the MCP server can effectively provide component metadata.
- ⚠️Requires VS Code or Cursor with MCP extension for AI interaction.
Verified SafeView Analysis
pfn-mcp
by octbramantya
A conversational AI interface for industrial energy monitoring, analysis, and cost management using natural language queries against a PostgreSQL/TimescaleDB database.
A conversational AI interface for industrial energy monitoring, analysis, and cost management using natural language queries against a PostgreSQL/TimescaleDB database.
Setup Requirements
- ⚠️Requires an Anthropic API Key (Paid service for LLM inference).
- ⚠️Requires Docker and Docker Compose for easy setup (though can be run natively).
- ⚠️Requires a PostgreSQL database with TimescaleDB extension for time-series data.
- ⚠️Requires Keycloak (or compatible OAuth2 provider) for authentication and user/tenant management.
Verified SafeView Analysis
claude_prompter
by hariskarim41
A universal Model Context Protocol (MCP) server for advanced prompt management, enabling structured AI workflows, hot-reloading, and integration with various AI clients.
A universal Model Context Protocol (MCP) server for advanced prompt management, enabling structured AI workflows, hot-reloading, and integration with various AI clients.
Setup Requirements
- ⚠️Requires Node.js 16+ to run.
- ⚠️Full semantic analysis and LLM-driven chain features require an external LLM API key (e.g., OpenAI, Anthropic), which is a paid service.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop, Cursor Windsurf, Claude Code CLI) for interactive prompt management and execution.