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)
Team-1B-Fusion
by DharmpratapSingh
Analyzing global greenhouse gas emissions from EDGAR v2024 data using natural language queries, providing actionable insights for researchers, policymakers, and developers.
Analyzing global greenhouse gas emissions from EDGAR v2024 data using natural language queries, providing actionable insights for researchers, policymakers, and developers.
Setup Requirements
- ⚠️Requires Python 3.11 (not 3.10 or 3.12)
- ⚠️Requires 'uv' for dependency management (can use pip as fallback)
- ⚠️Requires OpenAI API Key (Paid service) in 'username:password' format
- ⚠️Requires EDGAR v2024 data to be pre-processed and DuckDB database populated (run 'process_edgar_complete.py' if starting from raw data)
Verified SafeView Analysis
playground-agentic-ai
by afronski
Provides a simple greeting service for an agentic workflow, demonstrating how to build a custom FastMCP server.
Provides a simple greeting service for an agentic workflow, demonstrating how to build a custom FastMCP server.
Setup Requirements
- ⚠️Python 3.12+ required
- ⚠️`fastmcp` library required (install via pip)
Verified SafeView Analysis
openfga-mcp
by Gyeom
Integrates OpenFGA authorization management with Claude Code, enabling AI agents to manage stores, models, tuples, and permissions.
Integrates OpenFGA authorization management with Claude Code, enabling AI agents to manage stores, models, tuples, and permissions.
Setup Requirements
- ⚠️Requires `fga` CLI to be installed for `openfga_model_write` tool functionality.
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Environment variables (`OPENFGA_ENVIRONMENTS`, `OPENFGA_LOCAL_URL`, etc.) must be properly configured for OpenFGA API access.
Verified SafeView Analysis
mcp-server-test
by GZX5
Cannot be determined due to missing files and README for analysis.
Cannot be determined due to missing files and README for analysis.
Review RequiredView Analysis
basic_mcp_server
by asadmpatel9890
Facilitates AI-powered interaction and retrieval of GitHub repository information using Groq's fast inference capabilities.
Facilitates AI-powered interaction and retrieval of GitHub repository information using Groq's fast inference capabilities.
Setup Requirements
- ⚠️Requires Groq API Key (Paid service)
- ⚠️Requires installation of Python dependencies (langchain, fastmcp, requests, etc.)
Verified SafeView Analysis
outlook-mcp-server
by oabdelrahman98
Manages Microsoft Outlook emails through the Microsoft Graph API, enabling features like listing, sending, reading, and searching emails via the Model Context Protocol (MCP).
Manages Microsoft Outlook emails through the Microsoft Graph API, enabling features like listing, sending, reading, and searching emails via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Azure subscription and Azure CLI for initial setup.
- ⚠️Mandatory Azure AD Application registration with specific Microsoft Graph API permissions (Mail.ReadWrite, Mail.Send).
- ⚠️Requires manual configuration of OpenAPI specification (openapi.yaml) with deployed server URL and Azure tenant ID.
- ⚠️Requires setting up a Power Platform Custom Connector and configuring OAuth 2.0 with the Azure AD app's client ID and secret.
Verified SafeView Analysis
AutoCad-MCP
by Porta048
This server controls AutoCAD, GstarCAD, or ZWCAD software through natural language commands received via the Model Context Protocol (MCP) from Claude Desktop.
This server controls AutoCAD, GstarCAD, or ZWCAD software through natural language commands received via the Model Context Protocol (MCP) from Claude Desktop.
Setup Requirements
- ⚠️Requires a Windows operating system for COM interface.
- ⚠️Requires AutoCAD, GstarCAD, or ZWCAD to be installed locally.
- ⚠️Requires manual configuration within Claude Desktop's `claude_desktop_config.json`.
Verified SafeView Analysis
mcp-dev-utils
by rocky3419
Provides a Model Context Protocol (MCP) compatible server to expose simple developer utility tools, demonstrating tool discovery and execution via stdio transport.
Provides a Model Context Protocol (MCP) compatible server to expose simple developer utility tools, demonstrating tool discovery and execution via stdio transport.
Setup Requirements
- ⚠️Requires Node.js runtime
- ⚠️Requires a build step (TypeScript compilation) before running via `start` script
- ⚠️Requires an MCP Gateway for external interaction (communicates via stdio)
Verified SafeView Analysis
mcp-rag-template
by seanshin0214
This server acts as a Model Context Protocol (MCP) endpoint, providing Retrieval-Augmented Generation (RAG) capabilities by searching a local ChromaDB knowledge base and offering markdown-defined 'skills' to enhance an AI assistant's persona and expertise.
This server acts as a Model Context Protocol (MCP) endpoint, providing Retrieval-Augmented Generation (RAG) capabilities by searching a local ChromaDB knowledge base and offering markdown-defined 'skills' to enhance an AI assistant's persona and expertise.
Setup Requirements
- ⚠️Requires Node.js (>=18.0.0)
- ⚠️Requires manual execution of 'npm run embed' after adding or modifying knowledge/skill markdown files to update the ChromaDB vector store.
- ⚠️The 'CHROMA_PATH' environment variable should be configured to specify where ChromaDB stores its data, otherwise it defaults to './chroma-data'.
Verified SafeView Analysis
pdfblocks-mcp
by PyJudge
This project implements a server for the Minecraft Client Protocol (MCP), likely intended for custom Minecraft clients, tools, or game development.
This project implements a server for the Minecraft Client Protocol (MCP), likely intended for custom Minecraft clients, tools, or game development.
Setup Requirements
- ⚠️Requires Python installed
- ⚠️Potential firewall configuration for server port
- ⚠️Unknown Python package dependencies (no `requirements.txt` or `setup.py` provided)
Review RequiredView Analysis
dotnet-agent-demo
by BachEndDeveloper
This project demonstrates a .NET Aspire application with an API service and a web front-end, showcasing distributed application development and orchestration.
This project demonstrates a .NET Aspire application with an API service and a web front-end, showcasing distributed application development and orchestration.
Setup Requirements
- ⚠️Requires .NET SDK (8.0 or later recommended)
- ⚠️Requires .NET Aspire workload installed
Verified SafeView Analysis
mcp-studies
by LAB271
Demonstrates the fundamental architecture of an MCP server using stdio transport, showcasing core primitives like tools, prompts, and resources.
Demonstrates the fundamental architecture of an MCP server using stdio transport, showcasing core primitives like tools, prompts, and resources.
Setup Requirements
- ⚠️Requires Python 3.10+ (Python 3.11/3.13 used in Dockerfiles for other spikes)
- ⚠️Requires 'uv' package manager for environment setup
- ⚠️Docker and Docker Compose are required for more advanced spikes (e.g., Docker deployment, database integrations)
- ⚠️Specific database instances (Neo4j, PostgreSQL) are needed for relevant spikes and require their own setup/credentials.