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)
my-profile-mcp-server
by madhaviai
A Model Context Protocol (MCP) server that provides tools to retrieve professional profile information, skills, education, and contact details for an AI assistant or developer environment.
A Model Context Protocol (MCP) server that provides tools to retrieve professional profile information, skills, education, and contact details for an AI assistant or developer environment.
Setup Requirements
- ⚠️Requires the 'mcp-server' Python package to be installed (e.g., `pip install mcp-server`).
- ⚠️The 'run_command' provided in the `mcp.json` configuration uses an absolute path (`/Users/madhavik/...`) which will need to be adjusted by other users to match their local file system.
- ⚠️Requires Python 3.x, likely 3.8+ due to asyncio usage.
Verified SafeView Analysis
mcp-server-driftguard
by ramailo1
DriftGuard is an MCP server that acts as a 'Traffic Controller' for AI agents, enforcing a strict state machine to prevent 'code drift' during development tasks.
DriftGuard is an MCP server that acts as a 'Traffic Controller' for AI agents, enforcing a strict state machine to prevent 'code drift' during development tasks.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher to run.
- ⚠️Must be run within a Git repository to fully utilize L3 Git Notes (audit trails, risk analysis, integrity checks).
- ⚠️The system grants the AI agent the ability to define and execute arbitrary shell commands (e.g., for `dg_verify`), necessitating trust in the agent or a sandboxed execution environment.
Verified SafeView Analysis
mcp-server
by algtools
Deploys an authentication-less Model Context Protocol (MCP) server on Cloudflare Workers, providing AI-powered tools for mathematical calculations and RAG-based search.
Deploys an authentication-less Model Context Protocol (MCP) server on Cloudflare Workers, providing AI-powered tools for mathematical calculations and RAG-based search.
Setup Requirements
- ⚠️Requires a Cloudflare Workers account and project setup.
- ⚠️Requires Workers AI (AI binding) to be configured in your Cloudflare Worker project.
- ⚠️Requires a Cloudflare Durable Object Namespace binding (MCP_OBJECT) for state management.
- ⚠️The 'searchCursorRules' tool requires an existing Cloudflare AI AutoRAG vector store, defaulting to 'algtools-cursor-rules-rag', or an ID provided via AUTORAG_ID environment variable.
Verified SafeView Analysis
mcp-server-draftsight
by scanzy
This project provides an interface for AI to programmatically edit 2D CAD files in Draftsight on Windows using Win32 COM APIs.
This project provides an interface for AI to programmatically edit 2D CAD files in Draftsight on Windows using Win32 COM APIs.
Setup Requirements
- ⚠️Requires Draftsight CAD software to be installed on a Windows machine.
- ⚠️Specific Windows environment and permissions may be needed for Win32 COM API interaction.
Review RequiredView Analysis
Agentic-Multimodal-Expense-Processing
by uditsanghvi07
An agentic expense processing system for zero-shot data extraction from invoice images and autonomous expense classification into structured reports.
An agentic expense processing system for zero-shot data extraction from invoice images and autonomous expense classification into structured reports.
Setup Requirements
- ⚠️Requires an external Multimodal LLM service (e.g., OpenAI, Google Gemini, Anthropic) for zero-shot data extraction and autonomous classification, which typically involves API keys and potential paid usage.
- ⚠️Requires multiple Python processes to be run concurrently: the MCP server (main.py), a FastAPI backend (backend.py), and a Streamlit frontend (frontend.py).
Verified SafeView Analysis
k3s-mcp-server
by ry-ops
Manages and monitors Kubernetes (K3s) clusters through a Model Context Protocol (MCP) server, enabling AI-powered cluster management via Claude.
Manages and monitors Kubernetes (K3s) clusters through a Model Context Protocol (MCP) server, enabling AI-powered cluster management via Claude.
Setup Requirements
- ⚠️Requires a valid Kubernetes `kubeconfig` file with appropriate RBAC permissions, and its path must be provided via the `KUBECONFIG` environment variable. Updating the `server` field in the `kubeconfig` to the correct K3s API IP/hostname is often necessary.
- ⚠️Requires network connectivity from the machine running the MCP server to the K3s cluster's API server.
- ⚠️Requires Python 3.10 or higher and the `uv` package manager for dependency management and execution.
Verified SafeView Analysis
py2to3mcp
by talianzakowski
Facilitates Python 2 to 3 code migration, provides file system manipulation, and offers code search capabilities for AI-driven development.
Facilitates Python 2 to 3 code migration, provides file system manipulation, and offers code search capabilities for AI-driven development.
Setup Requirements
- ⚠️Requires Python 3.9 or higher.
- ⚠️Requires specific configuration in `~/.claude.json` with absolute paths for each MCP server.
- ⚠️The `py2to3-migration` server recommends installing `fissix` (`pip install fissix`) for full functionality and file conversion; otherwise, it falls back to the system's `2to3` command which may not be present or compatible.
Verified SafeView Analysis
ilp-mcp-server
by RheaBose
Enables Large Language Models (LLMs) to interact with a drone delivery system through natural language queries, planning deliveries, checking availability, and visualizing routes.
Enables Large Language Models (LLMs) to interact with a drone delivery system through natural language queries, planning deliveries, checking availability, and visualizing routes.
Setup Requirements
- ⚠️Requires a separately running 'ILP CW2 Service' on http://localhost:8080 or specified by ILP_API_URL.
- ⚠️Node.js 18+ is required.
- ⚠️For Claude Desktop integration, `npm link` and specific configuration file editing are needed.
Verified SafeView Analysis
Quiz-App
by Zehra-code743
Transforms academic PDFs into AI-generated structured study notes and interactive quizzes for learning and exam preparation.
Transforms academic PDFs into AI-generated structured study notes and interactive quizzes for learning and exam preparation.
Setup Requirements
- ⚠️Requires GEMINI_API_KEY (Paid service)
- ⚠️Python 3.11 or higher is required
Verified SafeView Analysis
google-mcp
by matiasbattocchia
A public Model Context Protocol (MCP) server that enables AI assistants to access Google Calendar and Sheets without requiring users to set up their own Google Cloud project.
A public Model Context Protocol (MCP) server that enables AI assistants to access Google Calendar and Sheets without requiring users to set up their own Google Cloud project.
Setup Requirements
- ⚠️Requires a Google Cloud project with Google Calendar and Sheets APIs enabled for self-hosting.
- ⚠️Requires creating OAuth 2.0 Web application credentials in Google Cloud for self-hosting.
- ⚠️Requires a Cloudflare account and D1 database setup for self-hosting.
Verified SafeView Analysis
NASA-MCP-server
by BACH-AI-Tools
Provides a standardized Model Context Protocol (MCP) interface for AI models to interact with various NASA and JPL APIs.
Provides a standardized Model Context Protocol (MCP) interface for AI models to interact with various NASA and JPL APIs.
Setup Requirements
- ⚠️Requires a NASA API Key (available for free at api.nasa.gov).
- ⚠️Requires Node.js (>=18 as specified by @modelcontextprotocol/sdk and package.json).
- ⚠️Manual installation involves TypeScript compilation (`npm install` then `npm run build`).
Verified SafeView Analysis
mcp-server
by MagedDevOps
Provides a Model Context Protocol (MCP) server for AlSalam Hospital management operations, including appointment booking, patient services, and WhatsApp integration.
Provides a Model Context Protocol (MCP) server for AlSalam Hospital management operations, including appointment booking, patient services, and WhatsApp integration.
Setup Requirements
- ⚠️Requires Node.js version 22 or higher.
- ⚠️Requires a valid WhatsApp Business API bearer token (which MUST replace the hardcoded one for secure operation).
- ⚠️External API dependency on AlSalam Hospital's UAT API (https://salemuatapi.alsalamhosp.com:446).