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 |
|---|---|
| CFT MCP Server afrinov8/mcp-server Enables interaction with the Chrome Fair Trade platform to manage trading deals, monitor market prices, and handle supplier accounts. It provides tools for calculating FOT rates, updating deal statuses, and managing automated WhatsApp commu | |
| Academic Paper Search MCP Server afrise/academic-search-mcp-server Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models t | |
| MCP Job Toolkit afrozk/mcp-job-toolkit An MCP server that enables searching for jobs across Australian platforms (Seek and LinkedIn) from Claude or any MCP-compatible client, with filters for location, salary, employment type, and more. | |
| MCP Server - Placeholder Implementation afrydario/mcp-server An MCP server implementation in Python with placeholder tools, deployable to Azure Web App via GitHub Actions. Supports STDIO, HTTP REST, and WebSocket interfaces. | |
| salaxy-mcp afshari-maryam/salaxy-mcp Exposes Finnish payroll (palkanlaskenta) API as MCP tools for calculating salaries, retrieving income types, and fetching mock employee data. | |
| Configurable Puppeteer MCP Server afshawnlotfi/mcp-configurable-puppeteer A Model Context Protocol server that provides browser automation capabilities using Puppeteer with configurable options through environment variables, enabling LLMs to interact with web pages, take screenshots, and execute JavaScript in a b | |
| youtube-mcp afsheenmahmood/youtube-mcp Enables AI assistants to search and retrieve YouTube videos, channels, playlists, and transcripts through the Model Context Protocol. | |
| mcp-server-go-quality afshinator/mcp-server-go-quality One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnostic\[] array with consistent file:line:column navigation, parallel execution, and zero-config auto-install - for golang development. | |
| OpenAPI to MCP Server afstkla/openapi-to-mcp Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoints as tools for Claude. | |
| Email MCP Server aftab-web-dev/email-mcp-server Universal email integration for AI assistants, supporting any IMAP provider with 18 tools for reading, sending, managing, and automating emails. | |
| llmsecurity-mcp afterdarksys/llmsecurity-mcp Provides local, dependency-free security scanning tools for LLM configurations, prompts, RAG sources, and more, enabling AI coding agents to detect prompt injections and other vulnerabilities without external network access. | |
| NeuralNexus MCP (macOS) afterlifesystems/anubis-mcp-server-mac-os An MCP server for macOS that shares selected folders with NeuralNexus, enabling AI avatars to read local files and analyze Apple Health data via a secure outbound relay. | |
| doc-bot afterxleep/doc-bot Provides AI assistants with intelligent access to project documentation and API references through smart search, contextual rules, and Docset integration. Enables AI to understand project-specific conventions, patterns, and official framewo | |
| Indian Market MCP afthabvp/indian-market-mcp A comprehensive MCP server for the Indian stock market, providing 68 tools for stocks, derivatives, mutual funds, commodities, and more without any API keys. | |
| NVD MCP Server afukaya/nvd_mcp Enables querying the NIST NVD Vulnerability API for CVE details and filtered vulnerability searches by keyword, CPE, CWE, CVSS v3 severity, CISA KEV catalog, or publication date range. Supports both SSE remote and stdio local MCP transports | |
| MCP Hub Router afzalbek-dev/mcp-hub-router Enables AI agents and other MCP clients to register, discover, invoke, and route Python-based tools through a lightweight JSON-RPC gateway, while tracking latency, success rates, and errors. | |
| touch-grass-mcp ag-dynamics-gh/touch-grass-mcp Preference-aware events discovery MCP server that aggregates events, restaurants, and cultural activities across multiple sources and re-ranks them against your personal taste profile to surface things you'd actually want to do. | |
| Weather Travel Advisory MCP Server ag0860-mohammad-anas/p004_mcp_weather_travel_advisory Enables weather-based travel advisory generation using wttr.in API, including tools to fetch forecasts, calculate travel risk, and produce structured advisory reports. | |
| HKC Memory Server ag1357/hkc-memory-server An MCP server for managing persistent AI memory using hybrid search (keyword + semantic vector) with SQLite storage and offline-first local embeddings. | |
| Access Context Manager API MCP Server ag2-mcp-servers/access-context-manager-api An MCP server that provides access to Google's Access Context Manager API, enabling management of service perimeters and access levels through natural language. | |
| Account and Transaction MCP Server ag2-mcp-servers/account-and-transaction-api-specification An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands. | |
| Google API Discovery Service MCP Server ag2-mcp-servers/api-discovery-service An MCP server that provides access to Google's API Discovery Service, allowing agents to discover and interact with Google APIs through natural language commands. | |
| iSendPro SMS API Server ag2-mcp-servers/api-isendpro MCP Server that enables natural language interaction with iSendPro's SMS messaging platform, allowing users to send and manage SMS communications through conversational commands. | |
| Authorized Buyers Marketplace API MCP Server ag2-mcp-servers/authorized-buyers-marketplace-api A Multi-Agent Conversation Protocol Server that provides programmatic access to the Google Authorized Buyers Marketplace API, allowing agents to interact with the digital advertising marketplace through natural language. | |
| BC Data Catalogue API MCP Server ag2-mcp-servers/bc-data-catalogue-api An MCP Server that enables interaction with the British Columbia Data Catalogue API, allowing users to access and manage data catalogue resources through natural language commands. | |
| Biolink MCP Server ag2-mcp-servers/biolink-api An MCP server that provides access to Monarch Initiative's biomedical data through the Biolink API, enabling agents to query biological entities, associations, and knowledge graphs using natural language. | |
| Business Unit MCP Server ag2-mcp-servers/business-unit A Multi-Agent Conversation Protocol server that enables interaction with HubSpot's Business Units API, allowing users to manage company business units through natural language. | |
| College Basketball Stats MCP Server ag2-mcp-servers/cbb-v3-stats An MCP server for accessing college basketball statistics through the SportsData.io CBB v3 Stats API, enabling AI agents to retrieve and analyze college basketball data through natural language interactions. | |
| Certificate Authority API Server ag2-mcp-servers/certificate-authority-api An MCP server for Google's Certificate Authority API that enables management of private certificate authorities through natural language interactions. | |
| Chitkara University MCP Server ag2-mcp-servers/chitkara-university A Multi-Agent Conversation Protocol server that provides programmatic access to Chitkara University's API, auto-generated using AG2's MCP builder to enable natural language interactions with the university's data services. | |
| Chrome Verified Access API MCP Server ag2-mcp-servers/chrome-verified-access-api This MCP server enables interaction with Google's Verified Access API, allowing users to verify the security posture of Chrome OS and Chrome Browser devices through natural language commands. | |
| Cloud DLP API MCP Server ag2-mcp-servers/cloud-data-loss-prevention-dlp-api An MCP Server that enables interaction with Google Cloud's Data Loss Prevention (DLP) API, allowing users to discover, classify, and protect sensitive data through natural language commands. | |
| Cloud Datastore API MCP Server ag2-mcp-servers/cloud-datastore-api An MCP (Multi-Agent Conversation Protocol) Server providing natural language access to Google's Cloud Datastore services through the v1beta1 API. | |
| Google Cloud DNS API MCP Server ag2-mcp-servers/cloud-dns-api Auto-generated MCP server that enables interaction with Google's Cloud DNS API for managing DNS zones and records through natural language. | |
| Cloud Filestore API MCP Server ag2-mcp-servers/cloud-filestore-api An MCP server that enables interaction with Google Cloud Filestore API, allowing management of Filestore instances, backups, and shares through natural language commands. | |
| Cloud Healthcare API Server ag2-mcp-servers/cloud-healthcare-api An MCP server that enables interaction with Google's Cloud Healthcare API, allowing users to manage healthcare data, FHIR resources, DICOM stores, and healthcare datasets through natural language commands. | |
| Cloud IoT API MCP Server ag2-mcp-servers/cloud-iot-api A Multi-Agent Conversation Protocol server that provides an interface to Google's Cloud IoT API, allowing agents to interact with and manage IoT devices and registries through natural language. | |
| Cloud Life Sciences API MCP Server ag2-mcp-servers/cloud-life-sciences-api An MCP Server that provides access to Google Cloud Life Sciences API, enabling users to run biomedical workloads in the cloud through natural language interactions. | |
| Cloud Logging API Server ag2-mcp-servers/cloud-logging-api An MCP server that enables interaction with Google Cloud Logging API, allowing users to write, read, and manage log entries and configurations through natural language. | |
| Cloud Monitoring API Server ag2-mcp-servers/cloud-monitoring-api An MCP server that provides access to Google Cloud Monitoring API, enabling interaction with cloud resources monitoring data through natural language commands. | |
| Cloud Private Catalog MCP Server ag2-mcp-servers/cloud-private-catalog An auto-generated MCP server that enables interaction with Google Cloud Private Catalog API, allowing users to manage private catalogs and services through natural language. | |
| Cloud SQL Admin MCP Server ag2-mcp-servers/cloud-sql-admin-api An MCP Server that enables interaction with Google Cloud SQL Admin API, allowing users to manage Cloud SQL database instances through natural language commands. | |
| Cloud Tool Results API MCP Server ag2-mcp-servers/cloud-tool-results-api An MCP Server that provides access to Google's Cloud Tool Results API, enabling applications to programmatically interact with test results from Firebase Test Lab and mobile app testing through natural language. | |
| Cloud TPU API MCP Server ag2-mcp-servers/cloud-tpu-api Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services, enabling management of Tensor Processing Units through natural language interactions with the Google TPU API. | |
| Cloud Translation API MCP Server ag2-mcp-servers/cloud-translation-api An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google's Cloud Translation API for translating text between languages. | |
| Cloud Video Intelligence API MCP Server ag2-mcp-servers/cloud-video-intelligence-api This server enables interaction with Google's Video Intelligence API for advanced video analysis, auto-generated using AG2's MCP builder to provide a standardized multi-agent interface. | |
| Cloud Vision API MCP Server ag2-mcp-servers/cloud-vision-api An MCP (Multi-Agent Conversation Protocol) Server that provides a standardized interface for interacting with Google's Cloud Vision API, enabling AI agents to analyze images and extract visual information through natural language. | |
| Custom Vision Training Client ag2-mcp-servers/custom-vision-training-client An MCP server for Microsoft's Cognitive Services Custom Vision Training API that enables AI agents to create, train, and manage custom image classification and object detection models through natural language interactions. | |
| Data Labeling MCP Server ag2-mcp-servers/data-labeling-api An MCP Server that enables interaction with Google's Data Labeling API, allowing users to manage datasets, annotations, and labeling tasks through natural language commands. | |
| Dataproc Metastore API MCP Server ag2-mcp-servers/dataproc-metastore-api An MCP (Multi-Agent Conversation Protocol) Server that provides access to Google Cloud's Dataproc Metastore API, enabling AI agents to manage and interact with Hive metastore services through natural language. |
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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.