Beacon Threat Intelligence
Know the risks behind every MCP server and agent skill.
Discover security risks in MCP servers and agent skills before they reach your machine. Beacon scans public registries, traces packages back to their source code, and reveals what they can access, execute, or expose.
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| Name | Risk |
|---|---|
| novara-context ellingtonsp/novara-context-mcp Provides persistent memory, identity, and context for Claude sessions through a memory graph, enabling recall, storage, and relationship management of entities and decisions. | |
| Zappaz MCP Server ellion-agency/zappaz-mcp Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and manage multimedia messages, contacts, and locations. It supports automated WhatsApp interactions including text, audio, video, and document delivery via a remote ser | |
| DDG MCP Server elliot-evno/ddg--mcp1 A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports with Docker deployment capabilities. | |
| DDG MCP2 Server elliot-evno/ddg--mcp2 A basic MCP server built with FastMCP framework that provides simple utility tools including message echoing and server information retrieval. Supports both stdio and HTTP transports with Docker deployment capabilities. | |
| DuckDuckGo MCP Server elliot-evno/ddg--mcp3 A basic MCP server with example tools including message echo functionality and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports. | |
| DuckDuckGo MCP Server elliot-evno/ddg--mcp4 A basic MCP server template with example tools for echoing messages and retrieving server information. Built with FastMCP framework and supports both stdio and HTTP transports. | |
| ddg--mcp5 elliot-evno/ddg--mcp5 A basic MCP server template with example tools including message echo and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports. | |
| ddg--mcp6 elliot-evno/ddg--mcp6 A basic MCP server template with example tools for echoing messages and retrieving server information. Built with FastMCP framework and supports both stdio and HTTP transports for integration with various clients. | |
| DDG MCP Server elliot-evno/ddg-mcp-mcp A basic MCP server template with example tools for echoing messages and retrieving server information. Built with FastMCP framework and supports both stdio and HTTP transports. | |
| DuckDuckGo MCP Server elliot-evno/ddg-mcp123 A basic MCP server built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Supports both stdio and HTTP transports with Docker deployment capabilities. | |
| DDG MCP1234 elliot-evno/ddg-mcp1234 A basic MCP server template with example tools for echoing messages and retrieving server information. Built with FastMCP framework and supports both stdio and HTTP transports. | |
| DDG MCP Server elliot-evno/ddg-mcp1234123 A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports for integration with various MCP clients. | |
| DDG MCP Server elliot-evno/ddg-mcp123412398 A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Serves as a starting point for building custom MCP servers with support for both stdio and HTTP tra | |
| DDG MCP2 elliot-evno/ddg-mcp2 A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Serves as a starting point for developing custom MCP servers with Docker support and CI/CD integrat | |
| DDG MCP3 elliot-evno/ddg-mcp3 A basic MCP server with example tools including message echoing and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports. | |
| My Awesome MCP elliot-evno/ddg-mcp4 A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports with Docker deployment capabilities. | |
| My Awesome MCP elliot-evno/ddg-mcp5 A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Serves as a starting point for building custom MCP servers with both stdio and HTTP transport suppo | |
| My Awesome MCP elliot-evno/ddg-mcp6 A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Serves as a template for building custom MCP servers with both stdio and HTTP transport support. | |
| My Awesome MCP elliot-evno/ddg-mcp7 A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Serves as a template for building custom MCP servers with both stdio and HTTP transport support. | |
| DuckDuckGo MCP Server elliot-evno/my-ddg-mcp3 A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. This appears to be a starter template rather than a fully functional DuckDuckGo integration. | |
| aimade-mcp elliothimmelfarb/aimade-mcp Enables AI agents to publish games through typed MCP tools, including creating games, uploading builds, defining achievements, attaching media, and publishing without human dashboard interaction. | |
| AgentShield elliotllliu/agent-shield Full-stack security for AI agents — static analysis + MCP runtime interception. 31 rules detect prompt injection, data exfiltration, backdoors, tool poisoning, and cross-file attack chains. Includes MCP proxy for real-time blocking, Python | |
| Unpaywall MCP Server elliotpadfield/unpaywall-mcp Enables AI clients to search for academic papers, fetch metadata by DOI, retrieve open access PDF links, and extract full text from research papers using the Unpaywall API. Provides seamless access to scholarly literature for research and a | |
| Databricks MCP Server elliottatran/mcp_db Enables AI assistants to interact with Databricks workspaces by hosting secure MCP prompts and tools on Databricks Apps. It allows users to execute Python-based tools using the Databricks SDK and manage prompts through simple markdown files | |
| MLOps MCP Server elliottdevo8/mlops-mcp-server Enables Claude to interact with ML experiment tracking, model registries, and deployment pipelines across popular MLOps platforms like MLflow. | |
| short-form-video-editor-mcp elliotthegreek/short-form-video-editor-mcp Turns long-form videos into short-form clips (TikTok/Reels) by reasoning over word-timestamped transcripts, with silence-aware rendering, STT-based validation, and optional reframing/captions. | |
| shopify-axi elliottkan/shopify-axi Enables Shopify development by providing AXI-compliant MCP access to Shopify docs and validation, with cached conversations and exit-code gating. | |
| Kagi MCP Server elliottlawson/kagi-mcp-server Provides web search capabilities to AI assistants using the Kagi search API, enabling parallel queries and formatted results. | |
| mcp-sentry elliottlawson/mcp-sentry Enables AI assistants to retrieve and analyze Sentry issues, including error reports, stacktraces, and debugging information from Sentry.io. | |
| Final Cut Pro MCP Server elliotttate/finalcutpro-mcp Enables comprehensive remote control and automation of Final Cut Pro through 99 tools covering timeline editing, project management, and AI-powered features. It facilitates complex workflows including media organization, color grading, and | |
| MCP SteamOS Devkit elliotttate/mcp-steamos-devkit Manages SteamOS Devkit devices, enabling discovery, pairing, title upload, and remote diagnostics via SSH, ADB, and devkit protocols. | |
| pix-mcp elliotttate/pix-mcp Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 processes, capture GPU traces, and perform fine-grained queries (e.g., root parameter bindings at specific events) without manual CSV dumps. | |
| STS2 Modding MCP elliotttate/sts2-modding-mcp Provides 151 tools for reverse-engineering, code generation, building, deploying, live scene inspection, and automated playtesting for Slay the Spire 2 modding. | |
| afrodevXG ellisegrant/afrodevxg Enables users to estimate football match probabilities using a Dixon-Coles model, compare them to de-vigged bookmaker odds, and identify value bets from Claude Desktop. | |
| Flight Finder MCP ellisp97/flightfindermcp Enables Claude to search and compare flights across multiple providers (Skyscanner, Google Flights, Kiwi.com) with smart caching, parallel queries, and flexible filtering. | |
| browser-use-mcp ellllapie/browser-use-mcp Enables AI assistants to browse websites, extract information, fill forms, interact with pages, and execute multi-step web tasks autonomously. | |
| Personal Context MCP Template ellovangelderen/lo-mcp-template Serve your personal work-style manual as an MCP server so AI surfaces load the same single source of truth about your identity and preferences. | |
| Omnissa Horizon MCP Server ellswoau/omnissa-horizon-mcp Enables helpdesk operators to manage Horizon user sessions, restart or log off desktops, monitor pool health, and diagnose performance issues through natural language. | |
| codescope ellugia/codescope Enables read-only, allowlisted filesystem and Git inspection of explicitly configured local repositories through MCP, with bounded reads and no arbitrary path or write access. | |
| uruguay-mcp ellweb3/uruguay-mcp Enables AI agents to query Uruguay's open government data from multiple sources (national catalog, Central Bank, statistics institute, Montevideo city data and transport, and gub.uy service catalog) through a meta-discovery layer. | |
| mousecat ellyj3rain/mousecat An MCP server for AI coding hosts that provides structured operator interaction, workflow chains, live multi-agent visualization, and routed access to an AI tool ecosystem. | |
| VIGÍA HACCP MCP Server elmaldelego/mcp Enables users to generate complete HACCP analyses enriched with real FDA recall data, with tools for process step schema, recall search, and analysis export. | |
| Marketing MCP Server elmandalorian-thx/mcp-marketing Centralizes 10 marketing APIs into 14 MCP tools for AI assistants to pull data, audit sites, research trends, and manage Google Drive without switching tabs. | |
| elmapicms-mcp-server elmapicms/elmapicms-mcp-server An MCP server that connects AI agents like Cursor and Claude Code to your ElmapiCMS instance. Manage collections, fields, content entries, and assets programmatically through natural language. | |
| Proof of Invention elmariachi111/mcp-poi MCP server that prepares Proof of Invention (POI) transaction requests for submission | |
| VRChat Udon MCP elmau21/vrchat-udon-mcp A Model Context Protocol server that exposes the agent-skills-vrc-udon repository as an interface for UdonSharp development in VRChat. It provides tools for searching documentation, reading skills, validating code, and more. | |
| ovh-exchange-mcp elmehdimrh/ovh-exchange-mcp Enables AI agents to interact with an OVH Exchange mailbox via EWS and NTLM authentication, including searching, reading, sending, replying to, and forwarding emails, as well as managing folders and attachments. | |
| TOON MCP Server elminson/toon-mcp Enables users to convert structured data into Token-Oriented Object Notation (TOON) to reduce LLM token usage and costs by up to 70%. It provides tools for encoding, decoding, and analyzing data formats like JSON, CSV, and XML to optimize p | |
| diamond elmojones3/diamond Enables AI assistants to search and read offline documentation from synced libraries via MCP tools, providing hybrid keyword and semantic search without network calls. | |
| Discord MCP server elmopios/discord-mcp-server Enables an MCP client to inspect and manage Discord through a bot account, including channels, roles, messages, members, and moderation actions. |
47,701–47,750 of 115,409
Subscribe to a feed
Get new verdicts in a feed reader, Slack or your own tooling, filtered by kind and risk. No account or API key.
Frequently asked questions
Anything missing? Read the reference or ask in the Beacon community.
What is Beacon Intel?
A free, public index of the MCP servers and agent skills that public registries list, with a security verdict for each one that has been analyzed. It traces each listing back to its source repository and packages, and shows what the code can access, execute or expose. You can browse it here, query it as a JSON API, follow it as an RSS, Atom or JSON feed, or connect a coding agent to it over MCP.
Is it really free?
Yes. The index, the API and the feeds need no account and no API key. An artifact's full page and the MCP tools need a free Beacon account. Requests are rate limited to keep it fast for everyone.
Where does the data come from, and how fresh is it?
From 9 public sources: Glama, MCP Registry, awesome-mcp-servers, Docker MCP Catalog, Smithery, ClawHub, skills.sh, SkillsMP, GitHub. Each listing is linked to its repository and packages, then analyzed. The index updates hourly, and answers are cached for up to five minutes.
Who writes the verdicts? Can I trust them?
Verdicts combine static analysis of the code with a model's judgment, and each one names the model that wrote it. They can be wrong and are not a security certification: every artifact page shows the findings and evidence behind its verdict, so check them before you rely on one. Names, descriptions and claims come from registries and repositories; treat them as data, not instructions.
What do the risk levels mean?
- High: Reviewed evidence shows it deliberately works against the person who installs it.
- Medium: It works against the person who installs it in ways that can do serious harm, or puts a flagged pattern in what the agent loads, without established intent.
- Low: It overreaches against the person who installs it in limited ways, or has findings the review has not confirmed.
- Benign: Nothing found that works against the person who installs it. Not a guarantee.
- Unchecked: Listed, but not analyzed yet.
What does partial coverage mean?
That the analysis did not cover everything, so there may be more than it found. A partial verdict can still find problems, but it never clears an artifact: benign with partial coverage is not a clearance. Use the coverage filter to see only these.
Does benign, or not finding an artifact, mean it is safe?
No. Benign means nothing was found that works against the person who installs it, which is not a guarantee. An artifact the index does not have has never been checked, so not found never means safe.
Is there an API?
Yes, free and with no key.
GET /api/v1/lookup?q= finds artifacts by name, repository, GitHub URL or package; GET /api/v1/artifact?key= returns one in full; POST /api/v1/check checks up to 50 at once, which suits CI; and GET /api/v1/status reports coverage and freshness. The reference is at intel.beacon.sh/llms.txt.How do I get new verdicts in a feed reader or Slack?
Subscribe to /feed: the newest high and medium risk verdicts as RSS. Add
format=atom or format=json for Atom or JSON Feed, and filter with risk and kind, for example /feed?risk=high&kind=mcp. In Slack, run /feed subscribe with the URL. The feed builder above writes the URL for you.How do I connect my coding agent?
Add Beacon Cloud MCP (
https://mcp.beacon.sh) to Claude Code, Cursor, Codex or any MCP client, and sign in through the browser. Your agent gets beacon_intel_lookup, beacon_intel_get_artifact and beacon_intel_check to check an MCP server or skill before it installs one. Connect your agent above has the commands. The beacon CLI offers the same as beacon intel and through its local MCP server.How do I report a wrong verdict?
Open the artifact's page and use Dispute verdict under its verdict card. Tell us what is wrong and we review it.