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)
pipelane-server
by shiveshnavin
A server for building, scheduling, and managing custom data pipelines, integrating with AI agents via the Model Context Protocol (MCP) and providing a GraphQL API for interaction.
A server for building, scheduling, and managing custom data pipelines, integrating with AI agents via the Model Context Protocol (MCP) and providing a GraphQL API for interaction.
Setup Requirements
- ⚠️Requires `sqlite3` npm package for SQLite persistence, or connection details for MySQL.
- ⚠️The client-side UI needs to be built using `cd client && npm run build` before the server can be fully started.
- ⚠️Integration with AI models (e.g., Google Gemini) requires setting the `GEMINI_API_KEY` environment variable.
- ⚠️For HTTPS, `PIPELANE_HTTPS_KEY_PATH` and `PIPELANE_HTTPS_CERT_PATH` environment variables pointing to valid SSL certificate files are required.
Review RequiredView Analysis
claude-data-analysis-ultra-main
by zenyrae123
Automated, multi-dimensional e-commerce data analysis and business intelligence reporting.
Automated, multi-dimensional e-commerce data analysis and business intelligence reporting.
Setup Requirements
- ⚠️Requires Python 3.8+ with specific data science packages (pandas, numpy, scipy, matplotlib, seaborn).
- ⚠️Designed to run within a Claude Code environment, leveraging its sub-agents, skills, and slash commands (`/do-more`, `/do-all`).
- ⚠️Relies on local data files located in a `data_storage/` directory for analysis.
Verified SafeView Analysis
gemini-mcp
by LanceVCS
Provides multi-turn conversational support for the Gemini CLI, allowing a client application (like Claude Code) to maintain context across multiple interactions with Gemini.
Provides multi-turn conversational support for the Gemini CLI, allowing a client application (like Claude Code) to maintain context across multiple interactions with Gemini.
Setup Requirements
- ⚠️Requires Gemini CLI to be installed and configured (including authentication and potential API key setup, which usually involves costs).
- ⚠️Requires Node.js 14.0 or higher.
- ⚠️Conversations auto-expire after 2 hours or when the maximum of 25 concurrent conversations is reached.
Verified SafeView Analysis
mcp-openfoodtox
by sakkkysaka
Access, search, and analyze EFSA's OpenFoodTox chemical hazards dataset to explore food safety information, toxicity endpoints, risk assessments, and substance safety profiles.
Access, search, and analyze EFSA's OpenFoodTox chemical hazards dataset to explore food safety information, toxicity endpoints, risk assessments, and substance safety profiles.
Setup Requirements
- ⚠️Requires Python 3.12 or later.
- ⚠️Requires 'uv' for Python package management.
- ⚠️The local SQLite database (`openfoodtox.db`) must be populated, which depends on the availability of the large source Excel file (`OpenFoodToxTX22809_2023.xlsx`) for initial setup.
Verified SafeView Analysis
gemini-mcp
by mesolimbo
A Model Context Protocol (MCP) server providing local access to Google's Gemini 3 Pro Preview API for integration with tools like Claude Code.
A Model Context Protocol (MCP) server providing local access to Google's Gemini 3 Pro Preview API for integration with tools like Claude Code.
Setup Requirements
- ⚠️Requires a Google Gemini API Key (obtain from aistudio.google.com/apikey)
- ⚠️Requires Node.js version >= 22.21.0
- ⚠️Requires creation and editing of `config.json` from `config.json.example` to provide the API key.
Verified SafeView Analysis
note-com-mcp
by apkmethedisalpha
This server acts as a Model Context Protocol (MCP) gateway to the note.com API, enabling AI agents and automation tools like n8n, Cursor, and ChatGPT to search, analyze, and manage notes on the note.com platform.
This server acts as a Model Context Protocol (MCP) gateway to the note.com API, enabling AI agents and automation tools like n8n, Cursor, and ChatGPT to search, analyze, and manage notes on the note.com platform.
Setup Requirements
- ⚠️Requires note.com account credentials (email, password) or session cookies/tokens (`NOTE_SESSION_V5`, `NOTE_XSRF_TOKEN`) to be set in a `.env` file for authenticated operations. A script is provided to help capture these credentials.
- ⚠️For remote access and robust integration (e.g., with n8n on a VPS), additional setup is required for secure exposure, such as configuring Cloudflare Tunnel or Nginx with HTTPS and basic authentication. The HTTP server defaults to `localhost` binding.
- ⚠️The server is a Node.js application, requiring a Node.js runtime (v16+) to be installed.
Verified SafeView Analysis
mcp-server
by nf-osi
Provides tools for Synapse data curation workflows, including portal metadata generation and project review/classification, enabling AI assistants to interact with Synapse resources.
Provides tools for Synapse data curation workflows, including portal metadata generation and project review/classification, enabling AI assistants to interact with Synapse resources.
Setup Requirements
- ⚠️Requires `SYNAPSE_AUTH_TOKEN` environment variable, a personal access token for Synapse (get from https://www.synapse.org/ -> Account Settings -> Personal Access Tokens).
- ⚠️Requires Python 3.10+.
- ⚠️Recommended installation and running involves `uvx`, a specific Python dependency management tool.
Review RequiredView Analysis
mcp-wizard
by joewxboy
A utility to assist with Minecraft Coder Pack (MCP) setup or development tasks, potentially simplifying the modding process.
A utility to assist with Minecraft Coder Pack (MCP) setup or development tasks, potentially simplifying the modding process.
Review RequiredView Analysis
iholovatsky-mcps
by IhorHolovatsky
This repository provides Model Context Protocol (MCP) servers to integrate various external services (financial, business) into personal AI workflows, acting as data providers for AI clients.
This repository provides Model Context Protocol (MCP) servers to integrate various external services (financial, business) into personal AI workflows, acting as data providers for AI clients.
Setup Requirements
- ⚠️Requires .NET 10 SDK
Verified SafeView Analysis
pi-hole-mcp-server
by ajinux
Integrates Pi-hole DNS query data with AI-powered OSINT for home network monitoring and suspicious domain investigation.
Integrates Pi-hole DNS query data with AI-powered OSINT for home network monitoring and suspicious domain investigation.
Setup Requirements
- ⚠️Requires a running Pi-hole instance.
- ⚠️Requires the Pi-hole API password.
- ⚠️Needs an MCP client to interact with, as it's an MCP server, not a standalone UI.
Verified SafeView Analysis
mcp-constraint-monitor
by fwornle
A real-time constraint enforcement and monitoring system designed to integrate with AI coding agents (like Claude Code) to prevent policy violations and ensure code quality and security before execution. It provides a dashboard for visualization and management of constraints and violations.
A real-time constraint enforcement and monitoring system designed to integrate with AI coding agents (like Claude Code) to prevent policy violations and ensure code quality and security before execution. It provides a dashboard for visualization and management of constraints and violations.
Setup Requirements
- ⚠️Claude Code Hook Configuration: Requires manual or semi-automated modification of Claude Code's local settings file (.claude/settings.local.json) and a restart of Claude Code to activate real-time constraint enforcement hooks (UserPromptSubmit, PreToolUse).
- ⚠️LLM API Key Requirement: Semantic validation, a core advanced feature, requires an API key for a supported LLM provider (e.g., GROK_API_KEY for Groq, ANTHROPIC_API_KEY for Anthropic, GOOGLE_API_KEY for Gemini), which may incur costs and require external accounts.
- ⚠️External Database Dependencies: Certain features (vector search for violations, advanced analytics) rely on external databases like Qdrant (vector DB) and Redis (cache), often deployed via Docker. The setup script warns if QDRANT_HOST is not set and suggests a docker run command.
Verified SafeView Analysis
mcp-api-server
by sebastienblanc
Provides an authenticated API and internal tools for managing and assessing database regions within a platform.
Provides an authenticated API and internal tools for managing and assessing database regions within a platform.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) 11+ (or higher, depending on Quarkus version).
- ⚠️Requires Maven or Gradle to build and run the Quarkus application.
- ⚠️Requires an authentication provider (e.g., OIDC, JWT) configured for Quarkus to satisfy '@Authenticated' and '@RolesAllowed' annotations.