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Vetted Servers(8554)
mcp-rag-server
by Daniel-Barta
Provides a local, zero-network Retrieval-Augmented Generation server for any code repository, enabling semantic search and file access through the Model Context Protocol (MCP) for AI clients like GitHub Copilot Agent.
Provides a local, zero-network Retrieval-Augmented Generation server for any code repository, enabling semantic search and file access through the Model Context Protocol (MCP) for AI clients like GitHub Copilot Agent.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️The `REPO_ROOT` environment variable is mandatory and must be correctly set for the server to function.
- ⚠️Initial startup involves downloading a ~100MB embedding model and indexing the repository, which can take significant time for large repos. HTTP mode is recommended to avoid client timeouts during this phase, and `TRANSFORMERS_CACHE` can speed up subsequent runs.
Verified SafeView Analysis
linkerd-mcp
by christianhuening
Enables AI agents to monitor Linkerd service mesh health, analyze connectivity policies, and retrieve traffic metrics within Kubernetes clusters.
Enables AI agents to monitor Linkerd service mesh health, analyze connectivity policies, and retrieve traffic metrics within Kubernetes clusters.
Setup Requirements
- ⚠️Requires access to a Kubernetes cluster with Linkerd installed.
- ⚠️Requires `kubectl` configuration (e.g., `~/.kube/config`) if running outside the cluster.
- ⚠️Prometheus must be accessible for metrics-related tools to function.
Verified SafeView Analysis
power-supply
by Panduza
Control and monitor power supplies from various interfaces including MQTT, MCP (Model Context Protocol), and a graphical user interface.
Control and monitor power supplies from various interfaces including MQTT, MCP (Model Context Protocol), and a graphical user interface.
Setup Requirements
- ⚠️Requires Rust (version 1.70.0 or newer).
- ⚠️Linux GUI requires `libwebkit2gtk-4.0-dev` and other GTK development libraries.
- ⚠️USB device access on Linux may require adding user to `dialout` group (`sudo usermod -a -G dialout $USER`).
- ⚠️Physical devices like KD3005P may require specific USB serial drivers on Windows.
Verified SafeView Analysis
terragrunt-mcp-server
by omattsson
A Model Context Protocol server providing comprehensive Terragrunt documentation and tooling integration for AI assistants, supporting various operational modes to optimize for specific use cases.
A Model Context Protocol server providing comprehensive Terragrunt documentation and tooling integration for AI assistants, supporting various operational modes to optimize for specific use cases.
Setup Requirements
- ⚠️Requires Terragrunt CLI to be installed on the host system for validation and version checks.
- ⚠️Requires outbound network access to `terragrunt.gruntwork.io` to fetch and update documentation.
- ⚠️File system write permissions are needed in the current working directory (or configured `TERRAGRUNT_MCP_ALLOWED_DIRS`) if configuration generation and writing is enabled.
Verified SafeView Analysis
mcp-ephemeral-k8s
by BobMerkus
Provides a Python library and server for dynamically creating, managing, and proxying ephemeral Model Context Protocol (MCP) servers within a Kubernetes cluster.
Provides a Python library and server for dynamically creating, managing, and proxying ephemeral Model Context Protocol (MCP) servers within a Kubernetes cluster.
Setup Requirements
- ⚠️Requires access to a Kubernetes cluster (e.g., Kind, Docker Desktop Kubernetes, GKE, EKS, AKS) with `kubectl` configured.
- ⚠️Requires significant RBAC privileges within the Kubernetes cluster, potentially cluster-wide, to manage and spawn other Kubernetes resources.
- ⚠️Python 3.11 or newer is required.
Verified SafeView Analysis
DS-Figma-MCP
by chadwd
Design System documentation and Figma integration platform for design tokens and reusable components.
Design System documentation and Figma integration platform for design tokens and reusable components.
Setup Requirements
- ⚠️Requires Node.js `^20.19.0` or `>=22.12.0`.
- ⚠️All `npm` commands must be run from the `apps/web/` directory.
- ⚠️Requires a Figma Personal Access Token (`FIGMA_TOKEN`) with `files:read` and `variables:write` scopes, stored as an environment variable.
Verified SafeView Analysis
datawrapper-mcp
by palewire
Enables AI assistants to programmatically create, update, publish, retrieve, and export Datawrapper charts for data visualization.
Enables AI assistants to programmatically create, update, publish, retrieve, and export Datawrapper charts for data visualization.
Setup Requirements
- ⚠️Requires a Datawrapper API Access Token, obtained manually from the Datawrapper website, to be set as the DATAWRAPPER_ACCESS_TOKEN environment variable.
- ⚠️Requires Python 3.10 or newer.
- ⚠️The 'export_chart_png' tool can return large base64 encoded images, which consume a significant number of tokens in the AI's context window.
Verified SafeView Analysis
yardstick
by StacklokLabs
A Model Context Protocol (MCP) server designed for performance testing and validating MCP implementations across various transport types.
A Model Context Protocol (MCP) server designed for performance testing and validating MCP implementations across various transport types.
Setup Requirements
- ⚠️Requires Go 1.24+ for development and building.
- ⚠️Requires 'Task' for managing common development operations (build, test, etc.).
- ⚠️Docker is needed for containerized usage and integration tests.
- ⚠️HTTP-based transports (SSE, Streamable HTTP) have no authentication enabled by default; `AUTH_HEADER` and `AUTH_VALUE` environment variables must be set to enable header-based authentication.
Verified SafeView Analysis
openwebui-tool-server
by Oaklight
Provides a unified API endpoint for various tools (calculator, multiple web search engines, webpage content extraction) that can run in either OpenAPI or MCP (Multi-Modal Communicative Protocol) mode.
Provides a unified API endpoint for various tools (calculator, multiple web search engines, webpage content extraction) that can run in either OpenAPI or MCP (Multi-Modal Communicative Protocol) mode.
Setup Requirements
- ⚠️The repository is archived; the maintainers recommend using the 'ToolRegistry-Hub Server Mode' project instead, making this project unsuitable for new deployments or production.
- ⚠️Requires `API_BEARER_TOKEN` environment variable for secure API endpoints in OpenAPI mode, but often run unauthenticated in MCP mode.
- ⚠️Requires `SEARXNG_BASE_URL` environment variable if the SearXNG web search functionality is desired; otherwise, that endpoint is disabled.
Review RequiredView Analysis
ida-headless-mcp
by Zdhhjhfjkhhhhjilk
A headless server that enables automated binary analysis using IDA Pro, exposing its capabilities via the Model Context Protocol (MCP) for programmatic interaction.
A headless server that enables automated binary analysis using IDA Pro, exposing its capabilities via the Model Context Protocol (MCP) for programmatic interaction.
Setup Requirements
- ⚠️Requires a licensed IDA Pro installation, including Hex-Rays Decompiler for full functionality.
- ⚠️Python 3 environment (with `idalib` installed and configured to work with IDA Pro's Python API) is needed for the worker scripts.
- ⚠️The primary server component is written in Go, requiring a Go development environment for building from source.
Verified SafeView Analysis
wordpress-mcp-server
by Banded-antonym160
A comprehensive AI-powered platform for managing WordPress and WooCommerce sites, covering development, content, security, and performance tasks.
A comprehensive AI-powered platform for managing WordPress and WooCommerce sites, covering development, content, security, and performance tasks.
Setup Requirements
- ⚠️Requires a separate WordPress plugin (`wpmcp-plugin`) to be installed and activated on the target WordPress server to expose necessary REST API endpoints.
- ⚠️Requires `WORDPRESS_URL`, `WORDPRESS_USERNAME`, and `WORDPRESS_PASSWORD` to be set as environment variables for WordPress REST API authentication.
- ⚠️Many advanced features require the authenticated WordPress user to have administrator-level capabilities (`manage_options`, `edit_themes`, `edit_plugins`).
Verified SafeView Analysis
aerospace-mcp
by cheesejaguar
Provides a comprehensive aerospace research and flight planning service, including HTTP API and Model Context Protocol (MCP) integration, primarily for AI assistants.
Provides a comprehensive aerospace research and flight planning service, including HTTP API and Model Context Protocol (MCP) integration, primarily for AI assistants.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️OpenAP library is optional; performance estimates will be unavailable without it, or if it fails to install.
- ⚠️AI-powered agent tools require `LLM_TOOLS_ENABLED=true` and an `OPENAI_API_KEY`, incurring API costs.