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)
mitre-mcp
by Montimage
A production-ready Model Context Protocol (MCP) server that exposes the MITRE ATT&CK® framework to LLMs, AI assistants, and automation workflows.
A production-ready Model Context Protocol (MCP) server that exposes the MITRE ATT&CK® framework to LLMs, AI assistants, and automation workflows.
Setup Requirements
- ⚠️Python 3.10+ required
- ⚠️mitre-mcp server must be running (`mitre-mcp --http`)
- ⚠️Initial MITRE ATT&CK data download (can be large, requiring up to 200MB disk space by default)
Verified SafeView Analysis
conda-meta-mcp
by conda-incubator
Provides authoritative, read-only Conda ecosystem metadata for AI agents to answer packaging questions.
Provides authoritative, read-only Conda ecosystem metadata for AI agents to answer packaging questions.
Setup Requirements
- ⚠️Requires Python 3.13 or newer.
- ⚠️Requires 'pixi' for local development and running the server, which manages its dependencies.
- ⚠️The 'package_insights' tool accepts arbitrary URLs; agents should be mindful of the source to avoid downloading excessively large or unexpected files.
Verified SafeView Analysis
aap-mcp-server
by ansible
A Model Context Protocol (MCP) service providing an OpenAPI-based interface for AI agents to interact with Ansible Automation Platform (AAP) APIs.
A Model Context Protocol (MCP) service providing an OpenAPI-based interface for AI agents to interact with Ansible Automation Platform (AAP) APIs.
Setup Requirements
- ⚠️Requires Node.js 18 or higher.
- ⚠️Requires access to an Ansible Automation Platform instance or a mock server.
- ⚠️Requires a valid AAP authentication token for API access.
Verified SafeView Analysis
mcp-server-gitlab
by ZephyrDeng
A GitLab integration server built on the fastmcp framework, providing various GitLab RESTful API tools for interacting with GitLab instances, supporting AI agents and platforms like Claude and Smithery.
A GitLab integration server built on the fastmcp framework, providing various GitLab RESTful API tools for interacting with GitLab instances, supporting AI agents and platforms like Claude and Smithery.
Setup Requirements
- ⚠️Requires GitLab API URL and Token (can be provided via environment variables or HTTP headers).
- ⚠️Requires Bun runtime for direct execution or Docker for deployment.
- ⚠️When deploying with Docker in HTTP Stream mode, ensure MCP_HOST is configured to '0.0.0.0' for external access (though this is the default for httpStream mode).
Verified SafeView Analysis
analytics-mcp-server
by zoho
A Node.js implementation of the Zoho Analytics Model Context Protocol (MCP) Server that provides seamless integration between Zoho Analytics and MCP Hosts such as VS Code, Claude Desktop, Cursor, and more, enabling direct access to Zoho Analytics data.
A Node.js implementation of the Zoho Analytics Model Context Protocol (MCP) Server that provides seamless integration between Zoho Analytics and MCP Hosts such as VS Code, Claude Desktop, Cursor, and more, enabling direct access to Zoho Analytics data.
Setup Requirements
- ⚠️Requires Zoho Account OAuth credentials (Client ID, Client Secret, Refresh Token, Organization ID).
- ⚠️Requires Node.js (LTS version recommended) for the NPX installation, or Docker for containerized deployment.
- ⚠️Requires an MCP Host Application (e.g., VS Code, Claude Desktop, Cursor) for interaction.
- ⚠️The `query_data` tool executes user-provided SQL queries, posing a potential SQL injection risk if the AI agent is not strictly controlled.
- ⚠️The `download_file` tool can download arbitrary files from URLs to local storage, which could be exploited for malicious purposes (e.g., malware download, disk exhaustion).
- ⚠️For the remote (Python) hosted version, additional environment variables related to the OAuth proxy and persistence (e.g., `MCP_SERVER_PUBLIC_URL`, `SESSION_SECRET_KEY`, `REDIS_HOST`, `CATALYST_PROJECT_ID`) are required for full functionality.
Verified SafeView Analysis
workflowy-mcp
by vladzima
Integrates WorkFlowy's outline and task management capabilities as tools for LLM applications via the Model Context Protocol (MCP).
Integrates WorkFlowy's outline and task management capabilities as tools for LLM applications via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a WorkFlowy account with API access and a generated API key.
- ⚠️The WorkFlowy API has significant discovery limitations (no direct search by name/content, hierarchical navigation only, incompatible web IDs) which impacts LLM usability for finding existing nodes.
- ⚠️Requires manual configuration in an MCP-compatible client's JSON configuration file (e.g., Claude Desktop).
Verified SafeView Analysis
pyvista-mcp-server
by pyvista
The server provides a Model Context Protocol (MCP) interface to PyVista for 3D visualization and mesh processing, offering tools to create, manipulate, and export 3D models.
The server provides a Model Context Protocol (MCP) interface to PyVista for 3D visualization and mesh processing, offering tools to create, manipulate, and export 3D models.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Dependencies include 'pyvista[all]' which may have complex installation requirements for its visualization backends.
- ⚠️Vulnerable to directory traversal attacks through file path arguments.
Review RequiredView Analysis
mcp-rosreestr
by yasg1988
MCP Server for retrieving cadastral data (coordinates, addresses, property information) from Rosreestr based on cadastral numbers.
MCP Server for retrieving cadastral data (coordinates, addresses, property information) from Rosreestr based on cadastral numbers.
Setup Requirements
- ⚠️Requires `ROSREESTR_API_TOKEN` environment variable to be set for API access.
- ⚠️If operating outside Russia, `ROSREESTR_API_URL` must point to an API proxy with a Russian IP, or the `rosreestr2coord` library (used for direct access) will not function correctly.
- ⚠️The `.mcp.json` configuration requires the full, absolute path to `server.py`.
Verified SafeView Analysis
developer-mcp
by googleworkspace
This repository appears to be a JavaScript/TypeScript project, likely an SDK, library, or development tool, built for developers.
This repository appears to be a JavaScript/TypeScript project, likely an SDK, library, or development tool, built for developers.
Setup Requirements
- ⚠️Requires pnpm package manager.
- ⚠️Requires Node.js runtime.
- ⚠️No explicit setup or usage instructions due to missing README.md.
Verified SafeView Analysis
REI3-Tickets-MCP-Server
by lgndluke
A FastMCP server that integrates with the REI3 Tickets application, enabling MCP clients to manage tickets, worklogs, and retrieve ticket information.
A FastMCP server that integrates with the REI3 Tickets application, enabling MCP clients to manage tickets, worklogs, and retrieve ticket information.
Setup Requirements
- ⚠️Python 3.13.5 is a specific version requirement for manual installation.
- ⚠️Requires a designated user in REI3 with 'Tickets API role' and an 'API Profile' set up in the REI3 instance.
- ⚠️The FastMCP disk storage backend is currently blocking new release builds, making manual or Docker installation the primary methods.
- ⚠️Extensive configuration required in `config.ini` for REI3 API access and potentially OIDC Proxy settings, all of which are critical for functionality and security.
Verified SafeView Analysis
mcp-insights
by joelverhagen
Automatically collects, analyzes, and reports on the public Model Context Protocol server registry, generating trend data and statistics.
Automatically collects, analyzes, and reports on the public Model Context Protocol server registry, generating trend data and statistics.
Setup Requirements
- ⚠️Requires Node.js for SVG chart rendering.
- ⚠️Requires PowerShell for script execution.
Verified SafeView Analysis
mcp-ory-kratos
by feedback-loop-ai
MCP server for AI agents to manage Ory Kratos identities, sessions, and authentication flows, supporting developers in Claude Code, GitHub Copilot, or Gemini CLI workflows.
MCP server for AI agents to manage Ory Kratos identities, sessions, and authentication flows, supporting developers in Claude Code, GitHub Copilot, or Gemini CLI workflows.
Setup Requirements
- ⚠️Requires a running Ory Kratos instance with Admin API access.
- ⚠️Requires Node.js 18+ or Bun 1.x installed.
- ⚠️Authentication to Kratos Admin API (API key or custom headers) might be required, otherwise KRATOS_AUTH_TYPE=none must be configured.
- ⚠️An MCP-compatible client (Claude Code, GitHub Copilot, or Gemini CLI) is needed to interact with the server.