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(8554)
happy-server-mcp
by zhigang1992
Manages Happy AI sessions programmatically, enabling AI agents to interact with, control, and automate Happy sessions for development tasks.
Manages Happy AI sessions programmatically, enabling AI agents to interact with, control, and automate Happy sessions for development tasks.
Setup Requirements
- ⚠️Requires prior authentication with Happy CLI (`happy auth`) to create `~/.happy/access.key` credentials.
- ⚠️Relies on an external Happy API server (`https://happy-server.reily.app` by default) for all operations, requiring outbound network access.
- ⚠️The `happy_send_message` tool operates in 'bypass permissions mode', granting the AI agent broad execution capabilities within the Happy session.
Verified SafeView Analysis
Gemini-MCP-Integration
by NanthagopalEswaran
A simple MCP server exposing calculator, file read, and file write tools for interaction with the Gemini CLI agent.
A simple MCP server exposing calculator, file read, and file write tools for interaction with the Gemini CLI agent.
Setup Requirements
- ⚠️Requires Python 3.14+ (as per pyproject.toml), which is an unreleased version and likely a typo; a compatible Python version (e.g., 3.10-3.12) might work, but the specified dependency will cause setup issues.
- ⚠️Requires Poetry for dependency management and running the server.
- ⚠️Gemini CLI is needed to fully integrate and utilize the MCP server as intended.
Review RequiredView Analysis
AzureDevOpsMCP
by conradprogrammer
Enables an AI LLM (like Claude Code) to directly interact with an on-premises or cloud Azure DevOps environment for work item, Git, and pipeline management.
Enables an AI LLM (like Claude Code) to directly interact with an on-premises or cloud Azure DevOps environment for work item, Git, and pipeline management.
Setup Requirements
- ⚠️Requires .NET 10 Runtime installed on the host machine.
- ⚠️Requires an existing Azure DevOps Server (on-premises) or Azure DevOps Services instance.
- ⚠️Requires Claude Desktop with Model Context Protocol (MCP) support configured to run the server.
- ⚠️Correct configuration of Azure DevOps connection details (ServerUrl, ProjectName, authentication method) in appsettings.json or via environment variables is crucial.
Verified SafeView Analysis
opus-mcp
by anirbanbasu
An MCP server providing research pre-print context information from arXiv for language models.
An MCP server providing research pre-print context information from arXiv for language models.
Setup Requirements
- ⚠️Requires Go 1.25.5 or later.
- ⚠️Requires `just` command runner for simplified task execution.
- ⚠️OPUS_MCP_S3_ENDPOINT, OPUS_MCP_S3_ACCESS_KEY, and OPUS_MCP_S3_SECRET_KEY environment variables are REQUIRED to enable the arXiv PDF download functionality.
Verified SafeView Analysis
MCP-SIGMET
by ken-wiebke
An MCP server for retrieving domestic and international SIGMET (Significant Meteorological Information) aviation weather data from the AviationWeather.gov API.
An MCP server for retrieving domestic and international SIGMET (Significant Meteorological Information) aviation weather data from the AviationWeather.gov API.
Setup Requirements
- ⚠️Requires a running MongoDB instance for caching (local or remote), configured via MONGODB_URI and MONGODB_DB_NAME.
- ⚠️Relies on network connectivity to the external AviationWeather.gov API for data retrieval.
- ⚠️Requires Node.js v18.0.0 or higher.
Verified SafeView Analysis
dish-mcp
by samgwd
An MCP server to allow AI assistants to check room availability, book, and cancel bookings on the DiSH room booking site.
An MCP server to allow AI assistants to check room availability, book, and cancel bookings on the DiSH room booking site.
Setup Requirements
- ⚠️Python 3.12+ is required (per `pyproject.toml`).
- ⚠️Requires `uv` for dependency management and execution.
- ⚠️Requires Playwright browser (`chromium`) to be installed for automatic credential retrieval (`uv run playwright install chromium`).
- ⚠️The authentication cookie (`DISH_COOKIE`) expires periodically, requiring re-running the credential retrieval script (`uv run src/get_credentials.py`).
Verified SafeView Analysis
nsip-api-client
by epicpast
This server acts as an API gateway using the Model Context Protocol (MCP) to expose NSIP sheep breeding data API capabilities to Large Language Model (LLM) applications in a context-efficient manner, providing decision support tools for sheep genetics.
This server acts as an API gateway using the Model Context Protocol (MCP) to expose NSIP sheep breeding data API capabilities to Large Language Model (LLM) applications in a context-efficient manner, providing decision support tools for sheep genetics.
Setup Requirements
- ⚠️Requires `MCP_PORT` environment variable for 'streamable-http' or 'websocket' transports.
- ⚠️`pandas` and `openpyxl` are required for Excel spreadsheet support.
- ⚠️`gspread` library and Google Cloud credentials (e.g., `GOOGLE_APPLICATION_CREDENTIALS` pointing to a service account JSON key file) are required for Google Sheets support.
Verified SafeView Analysis
mcp_server_kibana
by s-p-a-r-r-o-w-ai
Provides a FastMCP server to programmatically manage Kibana data views, saved objects (dashboards, visualizations), and spaces, enabling automated creation and modification of Kibana content.
Provides a FastMCP server to programmatically manage Kibana data views, saved objects (dashboards, visualizations), and spaces, enabling automated creation and modification of Kibana content.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires a running Kibana instance accessible from the server
- ⚠️Requires a Kibana API key with appropriate permissions configured via KIBANA_API_KEY
Verified SafeView Analysis
enterprise-mcp-server
by youhavethepower2025
A production-ready FastAPI-based MCP server template designed to orchestrate multiple cloud ecosystems through a single API surface for AI agents, featuring multi-platform integration, authentication, and audit logging.
A production-ready FastAPI-based MCP server template designed to orchestrate multiple cloud ecosystems through a single API surface for AI agents, featuring multi-platform integration, authentication, and audit logging.
Setup Requirements
- ⚠️Requires Docker Desktop for containerized deployment.
- ⚠️Requires Python 3.11+ for local development.
- ⚠️Requires numerous API credentials (e.g., GoHighLevel, QuickBooks, Cloudflare, GoDaddy, DigitalOcean) configured in the .env file for full functionality.
- ⚠️Specific Cloudflare WAF rules may be needed to prevent blocking of Claude Desktop's user agent.
Review RequiredView Analysis
legal_case_search_pipeline
by rabqatab
The MCP Server provides tools for hybrid search on Korean financial legal documents, enabling AI agent integration for advanced legal information retrieval.
The MCP Server provides tools for hybrid search on Korean financial legal documents, enabling AI agent integration for advanced legal information retrieval.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires Docker & Docker Compose for full stack deployment
- ⚠️Requires a Gemini API key (`GEMINI_API_KEY` or `GOOGLE_API_KEYS`)
- ⚠️Requires Qdrant vector database server running (default: http://localhost:6333)
- ⚠️Requires the Qdrant 'legal_cases' collection to be pre-indexed with documents
Verified SafeView Analysis
circuit-mcp-server
by jcmecham
This server allows Claude Code to analyze and interact with .cddx circuit diagram files, extracting component information, connections, and metadata, as well as routing wires and rendering diagrams.
This server allows Claude Code to analyze and interact with .cddx circuit diagram files, extracting component information, connections, and metadata, as well as routing wires and rendering diagrams.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires installation of the `circuit-diagram-cli` binary and component files via `python setup.py`, which involves downloading from GitHub and an active internet connection.
- ⚠️On Linux, the `libfontconfig1` package may be a prerequisite.
- ⚠️Paths in the Claude Code configuration file (`claude_desktop_config.json`) for Windows must use double backslashes (`\\`).
Review RequiredView Analysis
logdump
by AppGram
Provides real-time log aggregation with a Terminal UI and exposes logs to AI agents via the Model Context Protocol.
Provides real-time log aggregation with a Terminal UI and exposes logs to AI agents via the Model Context Protocol.
Setup Requirements
- ⚠️Go 1.21+ is required for building from source.
- ⚠️Relies on a Model Context Protocol (MCP) compatible AI agent runtime (e.g., Claude Code) for its primary AI integration features.
- ⚠️Applications need to write logs to `~/.local/share/logdump/logs/` or other configured paths for auto-discovery and agent access.