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)
codeweaver-mcp-server
by 99hansling
Transforms codebases into a single, AI-readable Markdown document, suitable for AI analysis, documentation, code reviews, and team collaboration within an MCP-compatible AI assistant.
Transforms codebases into a single, AI-readable Markdown document, suitable for AI analysis, documentation, code reviews, and team collaboration within an MCP-compatible AI assistant.
Setup Requirements
- ⚠️Requires Node.js 18 or higher.
- ⚠️Building this project (`npm run build`) explicitly invokes `go build main.go`, indicating a dependency on Go, which contradicts the primary README's claim of "Pure TypeScript implementation - no Go, Python, or other runtimes required". This can cause build failures if Go is not installed.
- ⚠️The server is designed to be invoked via the Model Context Protocol (MCP) by compatible AI assistants (e.g., Claude Code), rather than as a general-purpose standalone CLI tool.
Review RequiredView Analysis
mcp-server-api-key
by horatiucd
Demonstrates how to secure a Model Context Protocol (MCP) Server with an API key using Spring MCP Server Security.
Demonstrates how to secure a Model Context Protocol (MCP) Server with an API key using Spring MCP Server Security.
Setup Requirements
- ⚠️Requires 'api.key.id' and 'api.key.secret' environment variables to be set.
- ⚠️Requires a Java Development Kit (JDK) and Apache Maven to build and run.
Verified SafeView Analysis
Guardian
by FirebirdSolutions
An AI safety system designed to detect mental health crises and other harmful behaviors, prevent AI hallucination of fake crisis resources, and provide verified, region-specific support.
An AI safety system designed to detect mental health crises and other harmful behaviors, prevent AI hallucination of fake crisis resources, and provide verified, region-specific support.
Setup Requirements
- ⚠️Requires Anthropic API Key (Paid) for batch training data augmentation.
- ⚠️GPU hardware (NVIDIA with CUDA) is recommended for ML training and efficient inference.
- ⚠️Requires manual installation and compilation of `llama.cpp` tools for GGUF model export.
Verified SafeView Analysis
trae-openspec-mcp-server
by cnPauLi
The Trae-OpenSpec MCP server provides a zero-command-line interface for creating, managing, and optimizing OpenSpec projects and code, integrated with Trae AI.
The Trae-OpenSpec MCP server provides a zero-command-line interface for creating, managing, and optimizing OpenSpec projects and code, integrated with Trae AI.
Setup Requirements
- ⚠️Requires Node.js v18.0.0 or higher.
- ⚠️Requires the latest version of Trae AI for full integration.
- ⚠️By default, 'CREATE_REAL_FILES' environment variable is 'false', meaning the server will simulate file creation but not actually write files to disk unless explicitly set to 'true'.
Verified SafeView Analysis
git-worktree-mcp
by kingkillery
Manages Git worktrees and orchestrates parallel development workflows with AI agents using MCP integration.
Manages Git worktrees and orchestrates parallel development workflows with AI agents using MCP integration.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Must be run within a Git repository
- ⚠️Requires Par CLI installed for Par features
- ⚠️Requires tmux for Par features (works via WSL on Windows)
Review RequiredView Analysis
mcp-filesystem-server-template
by RaghadJohani0
Provides a sandboxed filesystem server with read, write, and search capabilities via the Model Context Protocol (MCP).
Provides a sandboxed filesystem server with read, write, and search capabilities via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js and npm to be installed.
- ⚠️Requires TypeScript for development (handled by 'ts-node' in 'dev' script).
Verified SafeView Analysis
gitlab-mcp-server
by owayo
An MCP server for AI assistants to integrate with GitLab, fetching pipeline failure logs, merge request comments, and code changes for automated analysis and feedback.
An MCP server for AI assistants to integrate with GitLab, fetching pipeline failure logs, merge request comments, and code changes for automated analysis and feedback.
Setup Requirements
- ⚠️Requires a GitLab API Key with `read_api` scope.
- ⚠️Requires `uv` package manager for installation and execution.
- ⚠️Requires local Git repository path (`GIT_REPO_PATH`) to be correctly configured and accessible.
- ⚠️Requires GitLab URL (`GITLAB_URL`) and Project Name (`GITLAB_PROJECT_NAME`) to be set in environment variables.
Verified SafeView Analysis
Agentic-AI
by itzuditsharma
An AI agent crew designed to review C/C++ code for MISRA compliance or generate MISRA-compliant code, leveraging a RAG system for MISRA rules.
An AI agent crew designed to review C/C++ code for MISRA compliance or generate MISRA-compliant code, leveraging a RAG system for MISRA rules.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) configured in a .env file.
- ⚠️Requires Python >=3.10 <3.14.
- ⚠️Requires the `Misra_document.pdf` file to be present for RAG database generation (not provided in the source).
- ⚠️Uses UV for dependency management (`pip install uv` then `crewai install`).
Review RequiredView Analysis
mcp-server
by yehorkardash
Serves as an MCP (Model Context Protocol) server, providing tools for fetching a specific image and demonstrating various JSON schema input types for tool calls.
Serves as an MCP (Model Context Protocol) server, providing tools for fetching a specific image and demonstrating various JSON schema input types for tool calls.
Setup Requirements
- ⚠️Requires Node.js environment (v14+ due to ES module usage).
Verified SafeView Analysis
mcp-client-general
by daporun
A general-purpose Node.js client for the Model Context Protocol (MCP) servers, facilitating robust JSON-RPC 2.0 communication over stdin/stdout and managing child server processes.
A general-purpose Node.js client for the Model Context Protocol (MCP) servers, facilitating robust JSON-RPC 2.0 communication over stdin/stdout and managing child server processes.
Setup Requirements
- ⚠️Requires a Node.js runtime environment (v18+ recommended as per package.json engines).
- ⚠️The external MCP server (e.g., 'mcp-server-general') must output valid JSON objects to stdout for the client's parser to function correctly.
- ⚠️When utilizing built-in profiles with `autoInstall: true` (e.g., 'web-dev'), initial setup may require network access to install the server and its plugins via npm.
Verified SafeView Analysis
stock-moves-explained
by justhappened-corp
Provides AI-powered analysis explaining significant moves in major US stocks (S&P 500, NASDAQ 100, Dow 30) to AI assistants.
Provides AI-powered analysis explaining significant moves in major US stocks (S&P 500, NASDAQ 100, Dow 30) to AI assistants.
Verified SafeView Analysis
GTM-MCP
by ambit1977
Automate and manage Google Tag Manager (GTM) accounts, containers, workspaces, tags, triggers, variables, and versions through an MCP server.
Automate and manage Google Tag Manager (GTM) accounts, containers, workspaces, tags, triggers, variables, and versions through an MCP server.
Setup Requirements
- ⚠️Requires a Google Cloud Project with OAuth2 Desktop app credentials (Client ID, Client Secret, Redirect URI) configured.
- ⚠️Requires the Google Tag Manager API to be enabled in the Google Cloud Project.
- ⚠️Initial interactive authentication via a browser is necessary to obtain and cache the OAuth2 token.
- ⚠️Primarily tested and intended for local operation on macOS, as indicated in the README and specific command usage (`open` for browser).