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Vetted Servers(8554)
remote-mcp-server-authless
by Karen-Proyect-IA
A serverless Model Context Protocol (MCP) agent providing basic calculator tools, designed for deployment on Cloudflare Workers without authentication for easy integration with AI clients.
A serverless Model Context Protocol (MCP) agent providing basic calculator tools, designed for deployment on Cloudflare Workers without authentication for easy integration with AI clients.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment and to utilize Cloudflare Workers and Durable Objects bindings.
- ⚠️The server is intentionally designed to be authentication-less, making it publicly accessible to any client that knows its URL.
- ⚠️Requires Node.js and npm/npx (or Cloudflare Wrangler CLI) for local development and deployment.
Verified SafeView Analysis
backstage-mcp-server
by tim-minter
Provides tools to interact with a Backstage software catalog to list entities, get details, and view ancestry.
Provides tools to interact with a Backstage software catalog to list entities, get details, and view ancestry.
Setup Requirements
- ⚠️Requires Docker Desktop for containerized deployment.
- ⚠️Requires an existing Backstage instance.
- ⚠️Requires `BACKSTAGE_API_BASE` and `BACKSTAGE_BEARER_TOKEN` environment variables for full functionality.
Verified SafeView Analysis
doxi-mcp-server
by Consist-Systems
Manages Doxi Sign document signing flows, templates, and documents for AI clients (ChatGPT, Claude, etc.) via a JSON-RPC 2.0 API.
Manages Doxi Sign document signing flows, templates, and documents for AI clients (ChatGPT, Claude, etc.) via a JSON-RPC 2.0 API.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for AI-powered features (GPTDataExtraction).
- ⚠️Requires Doxi Sign API access and credentials to manage document flows.
- ⚠️Designed for Docker deployment, though local 'dotnet run' is also supported.
Verified SafeView Analysis
agentcore-memory-mcp-server
by davetbo-amzn
A backend server component responsible for managing and providing memory storage and retrieval functionalities for an AI agent system.
A backend server component responsible for managing and providing memory storage and retrieval functionalities for an AI agent system.
Setup Requirements
- ⚠️Requires a persistent data store (e.g., database, vector store) for agent memory.
- ⚠️Potential dependency on external AI services for advanced memory processing or embedding generation.
Review RequiredView Analysis
otel-analyzer-mcp
by jsamuel1
Analyzes OpenTelemetry traces for performance, error diagnosis, and offers LLM-assisted deep analysis.
Analyzes OpenTelemetry traces for performance, error diagnosis, and offers LLM-assisted deep analysis.
Setup Requirements
- ⚠️Requires AWS credentials configured (via environment variables, ~/.aws/credentials, or IAM roles) for X-Ray and CloudWatch functionality.
- ⚠️Requires Python 3.11 or newer.
- ⚠️Relies on 'uv' or 'uvx' for installation and execution.
- ⚠️Sensitive trace data may be sent to an LLM provider during 'deep_analyze' calls.
Review RequiredView Analysis
mcp-server
by NailaOfficial
This repository provides documentation for installing the Google Gemini Command Line Interface (CLI) to interact with Google's Gemini AI services.
This repository provides documentation for installing the Google Gemini Command Line Interface (CLI) to interact with Google's Gemini AI services.
Setup Requirements
- ⚠️Requires Python 3.8 or higher
- ⚠️Requires `pip` for package installation
Verified SafeView Analysis
xiaozhi-mcp
by lehoangnb
Provides real-time Vietnamese financial data, news, radio, and music streaming via MCP servers for AI integration.
Provides real-time Vietnamese financial data, news, radio, and music streaming via MCP servers for AI integration.
Setup Requirements
- ⚠️Requires `MCP_ENDPOINT` environment variable to be set for the WebSocket connection.
- ⚠️The MP3 proxy service (`mp3-proxy`) is a Node.js application that relies on `ffmpeg` for real-time transcoding of live streams. `ffmpeg` must be available in the execution environment (e.g., within the Docker image).
- ⚠️The `SECRET_KEY` environment variable for the `mp3-proxy` service is set to a placeholder and should be replaced with a strong, unique secret for production deployment.
Review RequiredView Analysis
kubectl-mtv-mcp
by yaacov
Provides an AI assistant with the capability to manage Migration Toolkit for Virtualization (MTV) operations in a Kubernetes cluster, including querying resources, monitoring migrations, and controlling the migration lifecycle.
Provides an AI assistant with the capability to manage Migration Toolkit for Virtualization (MTV) operations in a Kubernetes cluster, including querying resources, monitoring migrations, and controlling the migration lifecycle.
Setup Requirements
- ⚠️Requires `kubectl-mtv` CLI installed and available in PATH for local execution of commands.
- ⚠️Requires access to a Kubernetes cluster with Migration Toolkit for Virtualization (MTV) deployed.
- ⚠️Requires appropriate RBAC permissions on the Kubernetes cluster for `kubectl-mtv` and `kubectl` operations.
- ⚠️If using SSE mode without `--tls-cert` and `--tls-key`, communication will be over unencrypted HTTP, which is insecure for sensitive data like Kubernetes tokens.
Verified SafeView Analysis
bitbucket-mcp-server
by zenvite2
Integrates a self-hosted Bitbucket Server with the MetaMCP protocol, providing programmatic access to Bitbucket functionalities for potential AI agent interaction.
Integrates a self-hosted Bitbucket Server with the MetaMCP protocol, providing programmatic access to Bitbucket functionalities for potential AI agent interaction.
Setup Requirements
- ⚠️Requires access to a self-hosted Bitbucket Server instance (not Bitbucket Cloud).
- ⚠️Requires Python 3.10+ and the UV package manager for dependency management.
- ⚠️Requires explicit configuration of Bitbucket Server credentials (URL, username/password or token) in a `.env` file.
Review RequiredView Analysis
machine-info-mcp-server
by netbuffer
This server provides real-time host system information (CPU, memory, disk, OS) via a Model Context Protocol (MCP) interface, designed for integration with Spring AI applications.
This server provides real-time host system information (CPU, memory, disk, OS) via a Model Context Protocol (MCP) interface, designed for integration with Spring AI applications.
Setup Requirements
- ⚠️Requires Java 17 or higher
- ⚠️Requires Maven 3.6.3 or higher for building
- ⚠️Requires MCP client configuration for integration (e.g., ~/.mcp/config.json)
Verified SafeView Analysis
api-bdd-test-case-generator-mcp-server
by mstfcck
The API BDD Test Case Generator is an MCP (Model Context Protocol) server that automatically generates BDD (Behavior-Driven Development) test scenarios in Gherkin format from OpenAPI 3.0/3.1 specifications, enabling deep API analysis, comprehensive test generation (happy path, validation, security, edge cases), and export to multiple formats.
The API BDD Test Case Generator is an MCP (Model Context Protocol) server that automatically generates BDD (Behavior-Driven Development) test scenarios in Gherkin format from OpenAPI 3.0/3.1 specifications, enabling deep API analysis, comprehensive test generation (happy path, validation, security, edge cases), and export to multiple formats.
Setup Requirements
- ⚠️Requires Node.js 18.0.0 or higher.
- ⚠️Requires TypeScript for building (if not using npx directly or a pre-built image).
- ⚠️Requires Docker for containerized deployment.
Verified SafeView Analysis
sentinel-ai
by consigcody94
Provides real-time, pattern-based security scanning for code, specifically targeting vulnerabilities in AI-generated code, integrated via the Model Context Protocol.
Provides real-time, pattern-based security scanning for code, specifically targeting vulnerabilities in AI-generated code, integrated via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Requires TypeScript 5.7.2 or higher for building from source.
- ⚠️Requires local setup and configuration within an MCP client (e.g., Claude Desktop config file).
- ⚠️The tool needs read access to the target code directories and files being scanned.