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)
tabnab
by clduab11
Provides AI agents with authenticated access to a real Chrome browser session for web navigation, content extraction, and automation without sharing passwords.
Provides AI agents with authenticated access to a real Chrome browser session for web navigation, content extraction, and automation without sharing passwords.
Setup Requirements
- ⚠️Requires Node.js 22+ and pnpm installed globally.
- ⚠️Requires Chrome/Chromium to be running with remote debugging enabled on port 9222 (e.g., using `--remote-debugging-port=9222`).
- ⚠️Requires an MCP-compatible AI agent client (e.g., Claude Desktop, Cursor) for interaction.
Verified SafeView Analysis
cisco-cx-cloud-mcp
by ogbm77
Provides a Model Context Protocol (MCP) server interface for natural language access to Cisco CX Cloud APIs, enabling conversational queries for inventory, contracts, and product alerts through compatible clients like Claude.
Provides a Model Context Protocol (MCP) server interface for natural language access to Cisco CX Cloud APIs, enabling conversational queries for inventory, contracts, and product alerts through compatible clients like Claude.
Setup Requirements
- ⚠️Requires a Cisco.com account with CX Cloud access and an assigned role in at least one CX Cloud account.
- ⚠️Requires manual registration of an application on the Cisco API Console to obtain OAuth Client ID and Client Secret, followed by associating the Client ID within the CX Cloud portal (this setup may incur a delay of up to 10 minutes).
- ⚠️Integration with Claude Desktop (or other MCP-compatible clients) requires manual editing of a client-specific JSON configuration file, including providing absolute paths to the server's executable and defining environment variables directly within the client's configuration.
Verified SafeView Analysis
mysql-crud-mcp-server
by Nicolas-Gong
Provides a Model Context Protocol (MCP) server plugin for performing standard CRUD (Create, Read, Update, Delete) operations on a MySQL database.
Provides a Model Context Protocol (MCP) server plugin for performing standard CRUD (Create, Read, Update, Delete) operations on a MySQL database.
Setup Requirements
- ⚠️Requires a running MySQL database instance accessible from the server's host.
- ⚠️Requires specific environment variables (MYSQL_HOST, MYSQL_PORT, MYSQL_USER, MYSQL_PASSWORD, MYSQL_DATABASE) to be configured for database connection.
- ⚠️Designed to be integrated with a host application that supports the Model Context Protocol (e.g., Visual Studio Code with a specific extension like 'cline-dev').
Verified SafeView Analysis
hello-mcp-server
by rolroralra
Provides real-time weather alerts and forecasts using the National Weather Service API.
Provides real-time weather alerts and forecasts using the National Weather Service API.
Setup Requirements
- ⚠️Requires Python 3.13 or newer
Verified SafeView Analysis
awesome-ai-mcp
by BlockRunAI
Providing a curated list of Model Context Protocol (MCP) servers and tools for AI, machine learning, and LLM development.
Providing a curated list of Model Context Protocol (MCP) servers and tools for AI, machine learning, and LLM development.
Verified SafeView Analysis
mcp_server_redteam
by akumar0205
A Python-based red teaming scanner designed to detect common security vulnerabilities in MCP (Model Context Protocol) servers through deterministic vulnerability probes and full transcript capture.
A Python-based red teaming scanner designed to detect common security vulnerabilities in MCP (Model Context Protocol) servers through deterministic vulnerability probes and full transcript capture.
Setup Requirements
- ⚠️Requires `uv` for dependency management, which may not be standard for all Python users.
- ⚠️Real 'Run Mode' requires a configured target MCP server and tool servers, specified via JSON files (e.g., `configs/target_http.json`, `configs/mcp_endpoints.json`).
- ⚠️Certain endpoints in `mcp_endpoints.json` require the `MCP_INTERNAL_TOKEN` environment variable to be set for authentication.
Verified SafeView Analysis
mcp-php-starter
by SamMorrowDrums
Provides a feature-complete starter template for building Model Context Protocol (MCP) servers in PHP, demonstrating various capabilities like tools, resources, and prompts for AI integration.
Provides a feature-complete starter template for building Model Context Protocol (MCP) servers in PHP, demonstrating various capabilities like tools, resources, and prompts for AI integration.
Setup Requirements
- ⚠️Requires PHP 8.2+
- ⚠️Requires Composer
- ⚠️HTTP transport for production deployment requires a dedicated web server (e.g., Nginx/Apache with PHP-FPM) for stability and performance; PHP's built-in server is for development only.
Verified SafeView Analysis
wekadocs-matrix
by bgconley
A GraphRAG (Retrieval Augmented Generation) server that integrates documentation with a knowledge graph (Neo4j) and vector database (Qdrant) to provide structured, context-rich retrieval for AI agents via the Model Context Protocol (MCP). It handles document ingestion, semantic enrichment, hybrid search, and multi-turn conversation tracking.
A GraphRAG (Retrieval Augmented Generation) server that integrates documentation with a knowledge graph (Neo4j) and vector database (Qdrant) to provide structured, context-rich retrieval for AI agents via the Model Context Protocol (MCP). It handles document ingestion, semantic enrichment, hybrid search, and multi-turn conversation tracking.
Setup Requirements
- ⚠️Requires Neo4j, Qdrant, and Redis databases to be running and accessible.
- ⚠️Requires an external embedding service (e.g., Jina, BGE-M3 API) or a local `sentence-transformers` model, necessitating API keys, URLs, or local model setup via `embedding_profiles.yaml` and environment variables.
- ⚠️If `config.ner.enabled` is true, an external or local GLiNER NER service is required, adding another dependency.
- ⚠️Relies on specific Python library versions (e.g., structlog==24.1.0, transformers), which may require careful environment setup.
Verified SafeView Analysis
JobApply-MCP-Server
by naveenkshyam
An AI-powered application assistant providing multi-site job search, resume analysis, ATS scoring, company research, and cover letter generation prompts.
An AI-powered application assistant providing multi-site job search, resume analysis, ATS scoring, company research, and cover letter generation prompts.
Setup Requirements
- ⚠️Requires Python 3.12+ (specifically 3.13 mentioned in .python-version)
- ⚠️Relies on external DuckDuckGo search (may be rate-limited or blocked without proxies if abused)
- ⚠️Intended for integration with an external Large Language Model (LLM) like Claude Desktop for prompt execution, which incurs separate costs and setup.
Review RequiredView Analysis
figma-mcp-server
by himanshupawar-10
A local Model Context Protocol (MCP) server designed to enable LLM clients to interact with Figma for listing projects, fetching file data, and generating React/HTML frontend code from Figma frames.
A local Model Context Protocol (MCP) server designed to enable LLM clients to interact with Figma for listing projects, fetching file data, and generating React/HTML frontend code from Figma frames.
Setup Requirements
- ⚠️Requires Node.js 18+ for native fetch API.
- ⚠️A Figma personal access token (`FIGMA_TOKEN`) is required to access Figma API, set via environment variable or passed with each tool call.
- ⚠️Requires an MCP-capable LLM client (e.g., Claude Desktop, Cursor) to launch and interact with the server over stdio.
Verified SafeView Analysis
jules-mcp
by maxnoller
Provides an MCP interface for LLMs to interact with Google Jules, enabling automatic pull request creation and GitHub issue integration for AI-powered coding sessions.
Provides an MCP interface for LLMs to interact with Google Jules, enabling automatic pull request creation and GitHub issue integration for AI-powered coding sessions.
Setup Requirements
- ⚠️Requires `JULES_API_KEY` from Google AI Studio (required for core functionality).
- ⚠️Requires Node.js version 18 or higher.
- ⚠️GitHub Token (`GITHUB_TOKEN`) is optional but recommended for `create_session_from_issue` to avoid rate limits or access private repos/issues.
Verified SafeView Analysis
azure-devops-server-mcp
by aaron-lee-hebert
Manages or interacts with an Azure DevOps Server instance for multi-customer platform purposes.
Manages or interacts with an Azure DevOps Server instance for multi-customer platform purposes.
Setup Requirements
- ⚠️Requires an existing Azure DevOps Server instance to operate.
- ⚠️Specific configuration details for connecting to Azure DevOps Server are likely needed but not visible.