Stop Searching. Start Trusting.
The curated directory of MCP servers, vetted for security, efficiency, and quality.
Tired of the MCP "Marketplace" Chaos?
We built MCPScout.ai to solve the ecosystems biggest pain points.
No Insecure Dumps
We manually analyze every server for basic security flaws.
Easy Setup
Our gotcha notes warn you about complex setups.
Avoid "Token Hogs"
We estimate token costs for cost-effective agents.
Products, Not Demos
We filter out "Hello World" demos.
Vetted Servers(9120)
mcp-skills-server
by tomoharu-hayashi
The MCP Brain Server acts as a long-term memory and knowledge base for AI agents, allowing them to learn from past experiences, store new knowledge, and retrieve relevant information via semantic search, mimicking human learning processes.
The MCP Brain Server acts as a long-term memory and knowledge base for AI agents, allowing them to learn from past experiences, store new knowledge, and retrieve relevant information via semantic search, mimicking human learning processes.
Setup Requirements
- ⚠️Requires Python 3.13.
- ⚠️Requires Git installed and configured (the knowledge directory must be a Git repository with an 'origin' remote).
- ⚠️Interactive UI elements (confirmation dialogs, sounds, VS Code integration for editing) are primarily designed for macOS.
Verified SafeView Analysis
mcp-server
by asiyakhan990
The server implements or proxies the Minecraft Protocol, enabling custom multiplayer game experiences or integrations.
The server implements or proxies the Minecraft Protocol, enabling custom multiplayer game experiences or integrations.
Setup Requirements
- ⚠️Requires a specific runtime environment (e.g., Node.js, Python, Java) depending on its implementation.
- ⚠️Requires specific network ports to be open and configured for external access.
Review RequiredView Analysis
sum-mcp-server
by vthapar
Manages multiple Kubernetes clusters by providing generic and specialized operations (like ServiceExports) via a JSON-RPC 2.0 interface over stdio or HTTP.
Manages multiple Kubernetes clusters by providing generic and specialized operations (like ServiceExports) via a JSON-RPC 2.0 interface over stdio or HTTP.
Setup Requirements
- ⚠️Requires Go 1.21 or later to build.
- ⚠️Requires access to one or more Kubernetes clusters with valid kubeconfig files.
- ⚠️Needs a `config.yaml` file explicitly defining cluster configurations.
Verified SafeView Analysis
k8s-mcp-server
by sumeetbansaloo7
An initial Python project possibly intended for Kubernetes multi-cluster management, currently serving as a minimal placeholder.
An initial Python project possibly intended for Kubernetes multi-cluster management, currently serving as a minimal placeholder.
Setup Requirements
- ⚠️Requires Python 3.13 or newer
Verified SafeView Analysis
my-mcp-server
by JAYKIM501
A boilerplate TypeScript Model Context Protocol (MCP) server providing various tools (calculator, greeting, real-time clock, image generation, code review prompt) and resources (server information) for integration with MCP-compatible clients.
A boilerplate TypeScript Model Context Protocol (MCP) server providing various tools (calculator, greeting, real-time clock, image generation, code review prompt) and resources (server information) for integration with MCP-compatible clients.
Setup Requirements
- ⚠️Requires Node.js (version >=18 based on package.json engines and tsconfig.json target ES2022).
- ⚠️A Hugging Face API Token (via `HF_TOKEN` environment variable or `huggingFaceToken` config) is required for the image generation feature, which may incur external API costs.
- ⚠️The recommended build process relies on `@smithery/cli` (`npx smithery build`), adding a specific CLI tool dependency to the development workflow.
Verified SafeView Analysis
databricks-docs-mcp
by yang0733
Provides AI assistants with semantic search access to Databricks documentation via the Model Context Protocol (MCP).
Provides AI assistants with semantic search access to Databricks documentation via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
- ⚠️Initial setup (crawl and embedding generation) takes 15-22 minutes.
- ⚠️Requires manual configuration in AI IDE settings (e.g., ~/.cursor/mcp.json or ~/Library/Application Support/Claude/claude_desktop_config.json).
Verified SafeView Analysis
agent-mcp
by tgrunnagle
Provides a flexible, production-ready AI agent server with conversation context management via an MCP (Model Context Protocol) server.
Provides a flexible, production-ready AI agent server with conversation context management via an MCP (Model Context Protocol) server.
Setup Requirements
- ⚠️Requires API key for a supported LLM provider (e.g., OpenAI, Anthropic, Google) which incurs costs.
- ⚠️Requires Docker for containerized deployment or Python 3.13+ and 'uv' for local execution.
- ⚠️Relies on in-memory conversation context, which means state is lost if the server restarts (future enhancement mentions Redis).
Verified SafeView Analysis
mcp-go-github
by scopweb
A Go-based MCP server that connects GitHub to Claude Desktop, enabling direct local Git and GitHub API repository operations from Claude's interface.
A Go-based MCP server that connects GitHub to Claude Desktop, enabling direct local Git and GitHub API repository operations from Claude's interface.
Setup Requirements
- ⚠️Requires Go 1.24.0 or superior to compile and run.
- ⚠️Requires Git CLI installed locally for '0-token' local Git operations (recommended).
- ⚠️Requires a GitHub Personal Access Token with 'repo' scope (minimum) for GitHub API operations and dashboard tools.
- ⚠️Windows users may need PowerShell for batch scripts.
Verified SafeView Analysis
DLVMCP
by mistermusiker
The server sets up basic TCP and WebSocket listeners to simulate a Minecraft server, demonstrating network communication handling for game-like applications.
The server sets up basic TCP and WebSocket listeners to simulate a Minecraft server, demonstrating network communication handling for game-like applications.
Setup Requirements
- ⚠️Requires Node.js installed.
- ⚠️Requires 'ws' npm package to be installed (npm install ws).
- ⚠️Ports 25565 (TCP) and 8080 (WebSocket) must be open and available.
Verified SafeView Analysis
moodle-mcp-server
by maldalur
Automate grading of Moodle submissions using AI, track student progress, and generate reports.
Automate grading of Moodle submissions using AI, track student progress, and generate reports.
Setup Requirements
- ⚠️Requires Ollama to be installed and running locally or at a specified host for AI model inference.
- ⚠️Requires significant Moodle Web Service configuration (creating a service, assigning capabilities, and generating a token).
- ⚠️Requires `MOODLE_URL`, `TOKEN_MOODLE`, `COURSE_LIST`, `OLLAMA_HOST`, and `OLLAMA_MODEL` environment variables to be configured in a `.env` file.
Review RequiredView Analysis
BananaEA-MCP-Server
by immy2good
Provides MQL4/MQL5 development tools, including compilation, syntax validation, code analysis, AI/ML data collection, and deep documentation integration, for professional MetaTrader development workflows.
Provides MQL4/MQL5 development tools, including compilation, syntax validation, code analysis, AI/ML data collection, and deep documentation integration, for professional MetaTrader development workflows.
Setup Requirements
- ⚠️Requires MetaTrader 4 or 5 to be installed on the host system (or Wine configured for Linux/macOS).
- ⚠️Requires Node.js >=16.0.0.
- ⚠️The conflicting documentation regarding 'interface provider only' vs. 'direct tool execution' is a critical gotcha for deployment and security expectations.
Review RequiredView Analysis
gleif-mcp-server
by olgasafonova
Enables AI assistants to verify legal entities, research corporate ownership structures, and perform compliance checks by querying the Global Legal Entity Identifier (LEI) database.
Enables AI assistants to verify legal entities, research corporate ownership structures, and perform compliance checks by querying the Global Legal Entity Identifier (LEI) database.
Setup Requirements
- ⚠️Requires Go 1.25+ to build from source.
- ⚠️macOS requires manual permission adjustments (`chmod +x`, `xattr -d com.apple.quarantine`) for downloaded binaries to run.