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)
Natural-Language-OS
by Manoj00069
Natural-Language OS (NLOS) that defines and executes cognitive structures, value systems, and reasoning patterns entirely in natural language, using an LLM as its kernel.
Natural-Language OS (NLOS) that defines and executes cognitive structures, value systems, and reasoning patterns entirely in natural language, using an LLM as its kernel.
Setup Requirements
- ⚠️Requires access to a powerful Large Language Model (LLM) (e.g., GPT-4/5, Claude, Grok, Gemini), which may incur significant costs.
- ⚠️The system operates by pasting lengthy natural language prompts into an LLM's chat interface or API, rather than running a traditional software application.
Verified SafeView Analysis
notion-automation-suite
by LucasBiason
Automate Notion workflows by encapsulating specific business rules for different database types (Work, Studies, Personal, Youtuber) and exposing them as Model Context Protocol (MCP) tools for AI agents.
Automate Notion workflows by encapsulating specific business rules for different database types (Work, Studies, Personal, Youtuber) and exposing them as Model Context Protocol (MCP) tools for AI agents.
Setup Requirements
- ⚠️Requires a Notion API Token (integration token) with access to relevant databases.
- ⚠️Requires Notion Database IDs for each specific domain (Work, Studies, Personal, Youtuber) to enable respective tools. Tools for unconfigured databases will raise runtime errors.
- ⚠️Requires Python 3.10+ if running locally (not via Docker).
Review RequiredView Analysis
Gitlab-Docs-MCP
by ozanmutlu
Provides AI assistants instant access to GitLab's official documentation for intelligent search and content retrieval via the Model Context Protocol.
Provides AI assistants instant access to GitLab's official documentation for intelligent search and content retrieval via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js 22+ to be installed.
- ⚠️Requires cloning the GitLab documentation repository locally (specifically to `data/gitlab-docs-repo`) as a prerequisite.
- ⚠️Requires running `npm run build-index` to create the search index before the server can be used.
Verified SafeView Analysis
mdvault
by agustinvalencia
A terminal-based markdown vault manager and MCP server, providing structured note-taking, automation, search, and AI-assisted knowledge management for knowledge workers.
A terminal-based markdown vault manager and MCP server, providing structured note-taking, automation, search, and AI-assisted knowledge management for knowledge workers.
Setup Requirements
- ⚠️Requires Rust toolchain (Rustup) to be installed for building from source or using `cargo install`.
- ⚠️Initial setup requires manual creation of `config.toml` file with specific directory paths (`vault_root`, `templates_dir`, `captures_dir`, `macros_dir`, `typedefs_dir`).
- ⚠️The `mdv reindex` command must be run initially and after significant changes to the vault to enable full search and query functionality.
- ⚠️For AI-assisted vault interaction via MCP, a separate Python project (`markdown-vault-mcp`) is required, as `mdvault` is primarily a CLI tool that the MCP server utilizes.
Verified SafeView Analysis
mcp-jira
by cfdude
Provides enterprise-level integration with Jira's REST API, enabling AI assistants to perform advanced project management, analytics, and strategic planning tasks across multiple Jira instances.
Provides enterprise-level integration with Jira's REST API, enabling AI assistants to perform advanced project management, analytics, and strategic planning tasks across multiple Jira instances.
Setup Requirements
- ⚠️Requires Jira Premium with Advanced Roadmaps for 'Plans' features (create, update, get, archive, trash, duplicate, team management).
- ⚠️Requires a `.jira-config.json` file for multi-instance configuration and project mappings. Configuration search paths include working directory and home directory.
- ⚠️Critical for AI: Most tools explicitly require `instance` and `projectKey` parameters to be specified to avoid configuration errors and ensure correct target Jira instance/project.
- ⚠️Requires `JIRA_EMAIL`, `JIRA_API_TOKEN`, and `JIRA_DOMAIN` environment variables if using a legacy single-instance configuration without a dedicated `.jira-config.json` file.
Verified SafeView Analysis
custom-atlassian-mcp
by studcroc
This server integrates AI assistants and MCP clients with Atlassian Jira Cloud to retrieve issue attachment metadata and download attachment content.
This server integrates AI assistants and MCP clients with Atlassian Jira Cloud to retrieve issue attachment metadata and download attachment content.
Setup Requirements
- ⚠️Requires a Jira Cloud account with API access enabled.
- ⚠️Requires a Jira API Token to be generated and configured.
- ⚠️Requires Node.js version 18.x or higher.
Verified SafeView Analysis
fan-manager
by Knuckles-Team
Manages Dell PowerEdge server fan speeds based on CPU temperature and provides an MCP server for integration with Agentic AI systems.
Manages Dell PowerEdge server fan speeds based on CPU temperature and provides an MCP server for integration with Agentic AI systems.
Setup Requirements
- ⚠️Requires `ipmitool` and `sensors` Linux utilities, typically running in a Linux environment.
- ⚠️Needs `privileged` access (e.g., Docker `privileged: true` and `/dev/ipmi0` volume mount) for IPMI communication.
- ⚠️Primarily designed for Dell PowerEdge devices, though contributions for other hardware are sought.
Verified SafeView Analysis
mcp-tutorial-1
by hidao80
Provides a Model Context Protocol (MCP) server for local SQLite database operations, integrating with AI-enabled IDEs and tools like Cursor, VS Code, and Claude Desktop.
Provides a Model Context Protocol (MCP) server for local SQLite database operations, integrating with AI-enabled IDEs and tools like Cursor, VS Code, and Claude Desktop.
Setup Requirements
- ⚠️Requires `uv` package manager to be installed for `uvx` execution.
- ⚠️Node.js 18+ is required for building the Claude Desktop DXT package.
- ⚠️An internet connection is required for `uvx` to download necessary packages on its first run.
- ⚠️The SQLite database file (`database.db`) needs manual initialization or creation using `sqlite3` commands.
Verified SafeView Analysis
cat-mcp-server
by my-mcp-hub
Provides an MCP server that generates customizable cat images via an external API, intended for use by LLM agents.
Provides an MCP server that generates customizable cat images via an external API, intended for use by LLM agents.
Setup Requirements
- ⚠️Requires Node.js runtime to be installed.
- ⚠️Relies on `npx` for convenient execution, which requires npm/Node.js to be in the system's PATH.
Verified SafeView Analysis
qubinode_navigator
by Qubinode
Orchestrates infrastructure automation, deployment, and management using an AI-powered multi-agent system, offering validation, self-correction, and RAG-driven assistance.
Orchestrates infrastructure automation, deployment, and management using an AI-powered multi-agent system, offering validation, self-correction, and RAG-driven assistance.
Setup Requirements
- ⚠️LLM API Key (e.g., GEMINI_API_KEY, OPENROUTER_API_KEY, ANTHROPIC_API_KEY, OPENAI_API_KEY, or OLLAMA_BASE_URL) is required for AI features.
- ⚠️Podman or Docker is required for containerized services.
- ⚠️Root privileges are required for initial system setup scripts.
- ⚠️RHEL-based systems (RHEL 8/9/10, CentOS Stream 10) may require a Red Hat subscription for full functionality.
- ⚠️Automated scripts modify firewall rules and network settings, which might interfere with existing configurations.
- ⚠️Python 3.9+ is required, with older Python 3.6.8 environments automatically upgraded to 3.9.
Verified SafeView Analysis
get-youtube-video-transcript-mcp
by Mizstik
This MCP server retrieves transcripts/subtitles and titles from YouTube videos using yt-dlp.
This MCP server retrieves transcripts/subtitles and titles from YouTube videos using yt-dlp.
Setup Requirements
- ⚠️Requires manual download and placement of the `yt-dlp` executable into the project directory.
- ⚠️Requires Deno installation (via `winget install deno` on Windows) for `yt-dlp` releases starting 2025-11-12.
Review RequiredView Analysis
mcp-server-template
by apollographql
This template provides a starting point for deploying the Apollo MCP Server, enabling schema introspection and structured access to GraphQL operations for AI assistants and tools.
This template provides a starting point for deploying the Apollo MCP Server, enabling schema introspection and structured access to GraphQL operations for AI assistants and tools.
Setup Requirements
- ⚠️Requires a GraphOS account with `APOLLO_KEY` and `APOLLO_GRAPH_REF`.
- ⚠️Deployment to production requires reviewing and disabling/securing development-friendly introspection tools to prevent security risks.
- ⚠️Local development with a local schema requires rebuilding the Docker image for changes to `tools` operations to take effect (no hot-reloading).