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Vetted Servers(9120)
hybrid-automation-framework
by Sandeep850-bit
A Java-based test automation framework supporting web UI testing with Playwright, data-driven testing, and optional integration with an external Model Context Protocol (MCP) server for remote execution of browser actions.
A Java-based test automation framework supporting web UI testing with Playwright, data-driven testing, and optional integration with an external Model Context Protocol (MCP) server for remote execution of browser actions.
Setup Requirements
- ⚠️Requires Java 11+ and Maven 3.6+.
- ⚠️Playwright browsers must be installed explicitly via 'mvn exec:java -Dexec.mainClass=com.microsoft.playwright.CLI -Dexec.args="install"'.
- ⚠️If MCP mode is enabled (`mcp.enabled=true`), an external, separately developed MCP server is required to be running and accessible at the configured `mcp.endpoint`.
- ⚠️Test data files (`testdata.xlsx`, `testdata.properties`) need manual creation or population for data-driven tests.
Verified SafeView Analysis
annex-gmail-mcp
by jeff-atriumn
Orchestrates Gmail API functionality via an MCP server for reading, drafting, and sending emails, integrated with the RAM orchestration layer.
Orchestrates Gmail API functionality via an MCP server for reading, drafting, and sending emails, integrated with the RAM orchestration layer.
Setup Requirements
- ⚠️Requires manual Google Cloud Project setup, including enabling Gmail API and configuring OAuth Consent Screen.
- ⚠️Requires a manual, browser-based OAuth 2.0 authentication flow on first run to generate a persistent token file.
- ⚠️Requires secure storage of Google API client credentials and OAuth token files in a user-specific directory (e.g., ~/.config/ram/).
- ⚠️The 'gmail_send' tool will execute if called; RAM (the orchestrator) is solely responsible for gating access with user approval, not this server.
Verified SafeView Analysis
MCP_SERVER
by Shubham5070
Provides a Micro-Agent Control Plane (MCP) server to expose smart meter data, usage calculations, and billing information as callable tools.
Provides a Micro-Agent Control Plane (MCP) server to expose smart meter data, usage calculations, and billing information as callable tools.
Setup Requirements
- ⚠️Requires 'fastmcp' and 'sqlalchemy' Python packages to be installed.
- ⚠️Initializes and seeds a local SQLite database ('smart_meters.db') upon first run.
Verified SafeView Analysis
mcp-snapshot-server
by arthurfantaci
Transforms Zoom meeting transcripts into instant AI-powered insights or comprehensive 11-section Customer Success Snapshots.
Transforms Zoom meeting transcripts into instant AI-powered insights or comprehensive 11-section Customer Success Snapshots.
Setup Requirements
- ⚠️Requires Anthropic API Key (Paid Service) for Claude AI access.
- ⚠️Requires manual creation and configuration of a Zoom Server-to-Server OAuth app with specific recording and user scopes (multi-step process involving Zoom Marketplace).
- ⚠️Requires manual download of spaCy and NLTK data models after installation.
Verified SafeView Analysis
thinkseq-mcp-server
by j0hanz
Provides an in-memory server for structured, sequential thinking with revision support, exposing a single MCP tool for AI agents.
Provides an in-memory server for structured, sequential thinking with revision support, exposing a single MCP tool for AI agents.
Setup Requirements
- ⚠️Requires Node.js version >= 20.0.0
- ⚠️Requires an MCP client (e.g., VS Code, Cursor, Claude Desktop, Windsurf) for interaction
- ⚠️In-memory thought history is ephemeral and lost on server shutdown
Verified SafeView Analysis
mcp-multi-server
by apisani1
Orchestrates multiple Model Context Protocol (MCP) servers, aggregating their capabilities (tools, resources, prompts) for unified access and intelligent routing, particularly useful for AI agents.
Orchestrates multiple Model Context Protocol (MCP) servers, aggregating their capabilities (tools, resources, prompts) for unified access and intelligent routing, particularly useful for AI agents.
Setup Requirements
- ⚠️Requires OPENAI_API_KEY environment variable for OpenAI integration (a paid service).
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires 'poetry' installed and configured, and project dependencies ('poetry install --extras examples') for running example servers and clients.
Verified SafeView Analysis
invoiceShelfMCP
by Hsidhu
Integrate LLMs with Invoice Shelf for managing customers, invoices, and estimates through a Model Context Protocol (MCP) server.
Integrate LLMs with Invoice Shelf for managing customers, invoices, and estimates through a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Node.js v18 or higher.
- ⚠️Requires an existing Invoice Shelf instance.
- ⚠️Requires an API Token from Invoice Shelf, which might need to be generated using provided scripts and Invoice Shelf credentials (username/password).
- ⚠️Disabling SSL certificate validation (`NODE_TLS_REJECT_UNAUTHORIZED=0`) is enabled by default in `src/index.ts` for local development/testing, posing a critical security risk if used in production.
Verified SafeView Analysis
golang-image
by transform-ia
Creates a Docker image for a Go development environment or a Go application, facilitating containerized deployment.
Creates a Docker image for a Go development environment or a Go application, facilitating containerized deployment.
Setup Requirements
- ⚠️Requires Docker installed on the host system.
- ⚠️The Docker image must be built locally before it can be run, using 'docker build'.
Review RequiredView Analysis
spotify-mcp
by cstair-23
A modular command processor or control panel for interacting with Spotify services, enhanced with AI capabilities.
A modular command processor or control panel for interacting with Spotify services, enhanced with AI capabilities.
Setup Requirements
- ⚠️Requires API Keys (e.g., Spotify, Claude AI)
- ⚠️Python environment and dependencies (pip install -r requirements.txt)
Verified SafeView Analysis
binelek-mcp-server
by k5tuck
Provides a Model Context Protocol (MCP) interface to the Binelek Platform's knowledge graph, search, AI, and data pipeline services.
Provides a Model Context Protocol (MCP) interface to the Binelek Platform's knowledge graph, search, AI, and data pipeline services.
Setup Requirements
- ⚠️Requires a running Binelek API Gateway instance (e.g., at `http://localhost:8092`)
- ⚠️Requires a JWT token for full functionality, obtained via Binelek platform authentication
- ⚠️Requires Node.js 18.0.0 or higher
Verified SafeView Analysis
blueprint_mcp
by stevensblueprint
Minimal Model Context Protocol (MCP) server for integrating custom tools with AWS Bedrock AgentCore.
Minimal Model Context Protocol (MCP) server for integrating custom tools with AWS Bedrock AgentCore.
Setup Requirements
- ⚠️Python 3.10+ required for AWS Bedrock AgentCore deployment.
- ⚠️AWS credentials must be configured for cloud deployment.
- ⚠️An OAuth provider (e.g., AWS Cognito) is required for production deployment with AWS Bedrock AgentCore.
Verified SafeView Analysis
kubernetes-mcp-server
by franciscocunha55
This server exposes a set of Kubernetes cluster management tools (e.g., listing namespaces) and a basic 'hello world' utility via the Mark3Labs Protocol (MCP) over standard I/O or HTTP.
This server exposes a set of Kubernetes cluster management tools (e.g., listing namespaces) and a basic 'hello world' utility via the Mark3Labs Protocol (MCP) over standard I/O or HTTP.
Setup Requirements
- ⚠️Requires access to a Kubernetes cluster.
- ⚠️Relies on a valid `~/.kube/config` file for Kubernetes authentication.
- ⚠️If building from source, requires a Go development environment.