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)
genai-sales-insights-agent
by rawan-77
A minimal Node.js server exposing a controlled sales dataset preview tool via the Model Context Protocol (MCP) for AI agent workflows.
A minimal Node.js server exposing a controlled sales dataset preview tool via the Model Context Protocol (MCP) for AI agent workflows.
Setup Requirements
- ⚠️Requires Node.js and npm to be installed.
- ⚠️The 'sales_sample.csv' file from the Python agent's directory must be accessible at the correct relative path for the server to function.
Verified SafeView Analysis
nordstemmen-ai
by levino
Semantic search engine for public documents of Nordstemmen municipality, integrated with AI platforms via the Model Context Protocol (MCP).
Semantic search engine for public documents of Nordstemmen municipality, integrated with AI platforms via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js 18+ and Python 3.11+ for different components.
- ⚠️Requires external API keys for Jina AI (for query embeddings) and Qdrant (vector database).
- ⚠️Requires Backblaze B2 credentials for PDF file hosting, necessitating an active B2 bucket and application key.
- ⚠️Initial setup involves `git lfs pull` to download PDF documents and a potentially complex Python environment setup, including system-level Tesseract OCR for scanned PDFs.
Verified SafeView Analysis
mcp-server-trello
by delorenj
This server provides tools for interacting with Trello boards, enabling automation of project management, task management, and reporting workflows.
This server provides tools for interacting with Trello boards, enabling automation of project management, task management, and reporting workflows.
Setup Requirements
- ⚠️Requires Trello API Key (Free, but needs setup)
- ⚠️Requires Trello Token (Free, but needs generation)
- ⚠️Bun runtime recommended for optimal performance (Node.js fallback for npx/npm)
Verified SafeView Analysis
aibolit-mcp-server
by cqfn
Provides static code analysis feedback (most critical design issue) to AI agents for Java code refactoring via the Model Context Protocol (MCP).
Provides static code analysis feedback (most critical design issue) to AI agents for Java code refactoring via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js 18+ and Npm for server execution.
- ⚠️Requires Python and Pip for the Aibolit static analyzer.
- ⚠️Requires the `aibolit` Python package (version 1.3.0 or newer) to be installed and accessible in the system PATH.
Review RequiredView Analysis
rpg
by Helms-AI
A markdown-driven multi-language code generation tool that translates natural language specifications into idiomatic code across multiple programming languages, exposed as an MCP server for AI agents.
A markdown-driven multi-language code generation tool that translates natural language specifications into idiomatic code across multiple programming languages, exposed as an MCP server for AI agents.
Setup Requirements
- ⚠️Requires Go 1.21+ to build and run.
- ⚠️Requires an MCP-compatible AI client (e.g., Claude Code, Cursor, VS Code Continue) for interaction.
- ⚠️Requires Git installed for `import_spec_from_github` functionality.
- ⚠️Requires specific language toolchains (e.g., Java JDK, Rust toolchain, Python interpreter, .NET SDK, TypeScript compiler) installed for deep analysis (`deep_analyze_source`) and generation in those respective languages.
- ⚠️GitHub Personal Access Token (PAT) required via `GITHUB_TOKEN` environment variable or tool parameter for private repository imports.
Review RequiredView Analysis
mcp-server-python-template
by Cris-0k
This server acts as a template for building Model Context Protocol (MCP) servers in Python, specifically demonstrating how to expose weather-related tools (get_alerts, get_forecast) by integrating with an external API (National Weather Service) to provide context and actions for AI models.
This server acts as a template for building Model Context Protocol (MCP) servers in Python, specifically demonstrating how to expose weather-related tools (get_alerts, get_forecast) by integrating with an external API (National Weather Service) to provide context and actions for AI models.
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
- ⚠️Dependencies (httpx, mcp, starlette, uvicorn) must be installed; 'uv' is recommended for dependency management.
- ⚠️External API calls to 'api.weather.gov' are subject to external service availability, rate limits, and network connectivity issues.
- ⚠️To integrate with Claude Desktop, specific configuration in 'claude_desktop_config.json' is needed, including absolute paths to the server script.
Verified SafeView Analysis
whois-mcp-server
by GitHub30
Provides WHOIS lookup capabilities for IP addresses and domain names via a Model Context Protocol (MCP) server.
Provides WHOIS lookup capabilities for IP addresses and domain names via a Model Context Protocol (MCP) server.
Verified SafeView Analysis
radkit-mcp-server-community
by CiscoDevNet
Enables AI models to interact with Cisco RADKit-managed network devices via MCP tools for inventory, command execution, and SNMP operations.
Enables AI models to interact with Cisco RADKit-managed network devices via MCP tools for inventory, command execution, and SNMP operations.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires an active Cisco RADKit service and at least one onboarded user with appropriate privileges.
- ⚠️Requires pre-configuration of RADKit credentials either as local certificate files or base64-encoded environment variables (assisted by provided onboarding scripts).
Verified SafeView Analysis
upbit-mcp-server
by scalalang2
This server acts as an API gateway for the Upbit cryptocurrency exchange, allowing users to manage accounts, fetch market data, and perform technical analysis.
This server acts as an API gateway for the Upbit cryptocurrency exchange, allowing users to manage accounts, fetch market data, and perform technical analysis.
Setup Requirements
- ⚠️Requires Upbit API Access Key and Secret Key.
- ⚠️Requires Go runtime environment to build and run the executable.
Verified SafeView Analysis
cloudrun-claude-code
by mslavov
A production-ready Cloud Run service that executes Claude Code tasks in isolated jobs, enabling AI-driven code analysis, development, and automation with secure credential handling and post-execution actions.
A production-ready Cloud Run service that executes Claude Code tasks in isolated jobs, enabling AI-driven code analysis, development, and automation with secure credential handling and post-execution actions.
Setup Requirements
- ⚠️Requires a Google Cloud Project with billing enabled and the `gcloud` CLI installed/configured.
- ⚠️Demands extensive Google Cloud resource setup including a GCS bucket, Cloud KMS Key Ring and Key, and a Cloud Run Job. This involves specific IAM role grants for both the API service and the job worker.
- ⚠️Requires obtaining an Anthropic API Key or OAuth Token, which must be passed in each request's JSON payload (not as environment variables for the service itself).
Verified SafeView Analysis
letta-mcp-server
by SNYCFIRE-CORE
Universal MCP server to bridge any AI client (e.g., Claude, GitHub Copilot, Cursor) with Letta.ai's powerful stateful agents, enabling seamless interaction and tool orchestration.
Universal MCP server to bridge any AI client (e.g., Claude, GitHub Copilot, Cursor) with Letta.ai's powerful stateful agents, enabling seamless interaction and tool orchestration.
Setup Requirements
- ⚠️Requires a Letta API Key (typically associated with a paid service) for interaction with Letta Cloud.
- ⚠️Requires Python 3.10 or newer.
- ⚠️Full integration and performance testing often requires network connectivity to api.letta.com and access to a pre-configured AXLE agent.
Verified SafeView Analysis
laravel-mcp
by jsonallen
Provides a collection of Laravel helper tools for integration with Cursor IDE, enhancing development workflow and debugging capabilities.
Provides a collection of Laravel helper tools for integration with Cursor IDE, enhancing development workflow and debugging capabilities.
Setup Requirements
- ⚠️Requires PHP 8.1+ and Laravel 10.0+
- ⚠️Specific dependency on Cursor IDE
- ⚠️Requires UV for Python package management