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 |
|---|---|
| CodeContext bhasinagam/contextbridge Enables AI coding assistants to automatically detect and inject team-specific codebase patterns (e.g., error handling, imports, naming conventions) via the Model Context Protocol, ensuring suggestions follow project conventions. | |
| context-manager bhaskar-gamedev/context-manager Local-first, cross-session context store that reduces token usage by saving facts, decisions, and preferences, and recalling them in later sessions with token-efficient ranking and compression. | |
| Synapse bhattapankaj/synapse-memory-mcp Enables AI clients to store and semantically recall durable memories across sessions and tools, with local-first privacy and no API key needed. | |
| examintel-mcp bhattjaydev007-ai/examintel-mcp An MCP server that indexes exam PDFs and HTML documents for semantic search, topic frequency analysis, and study plan generation, fully local and private. | |
| OCI Kafka MCP Server bhaumikabhishek/oci-kafka-mcp-server An AI-native control interface for OCI Streaming with Apache Kafka that enables LLM agents to securely manage Kafka clusters through structured tool execution with safety guardrails. | |
| Session Memory bhavanachowdary18/session-memory Provides persistent local memory for AI coding sessions, enabling agents to save and retrieve project context across different tools and sessions. | |
| mcp-poc bhavang/mcp-poc A proof-of-concept MCP server that provides weather information using the Open-Meteo API, with tools for greeting, getting weather by coordinates, and by location name. | |
| routewise bhavarth7/routewise Enables step-level routing of AI workflows by decomposing tasks, selecting the best model per step within constraints, executing steps, and providing full execution traces. | |
| Angel One MCP Server bhavesh0009/angel-one-mcp-server Provides comprehensive trading and market data functionality for Indian equity markets through Angel One's SmartAPI, enabling portfolio management, order placement, and real-time data queries. | |
| live_session_server bhaveshbakshi633/texttocadforall Enables AI clients to monitor and interact with a running SOLIDWORKS session through MCP tools, providing real-time awareness of selections, views, feature trees, and rebuild errors. | |
| AWS MCP Server bhaveshopss/mcp-server Provides read-only access to AWS resources including S3 buckets, EC2 instances, IAM users, and caller identity verification through the Model Context Protocol. | |
| MySQL MCP Server bhaveshrmahajan/mysql-mcp-server Connects AI assistants like Claude Desktop directly to MySQL databases, enabling natural language interaction for schema inspection, data querying, CRUD operations, and database administration tasks. | |
| Vectorworks MCP Codex Plugin bhaveshy/vectorworks-mcp-codex-plugin Enables AI-powered control and automation of Vectorworks 2024/2025 on Windows via natural language commands through Codex. | |
| refund-mcp-server bhavi40/mcp Enables retrieving customer records and triggering validated refunds via JSON-RPC over stdio. | |
| E-Commerce MCP Server bhavik-dreamz/ecommerce-mcp-server Enables AI assistants to manage products, shopping carts, and orders in an online store through a well-defined MCP API. | |
| weather-mcp-server bhavikamange03/weather-mcp-server Provides weather tools using the National Weather Service API, enabling AI agents to retrieve current weather, multi-day forecasts, and simple weather-based recommendations for U.S. locations. | |
| MCP Enterprise Tool Gateway bhavikmoradiya/mcp-enterprise-tool-gateway An enterprise MCP server scaffold that provides secure, governed access to internal tools through RBAC, audit logging, rate limiting, and prompt-injection boundaries, with a FastAPI control plane and OpenTelemetry observability. | |
| Weather MCP Server bhavinpatel04/weather-mcp-server Provides access to National Weather Service (NWS) data, enabling users to retrieve active weather alerts for US states and weather forecasts for specific geographic coordinates. | |
| AI Blog MCP Agent bhavinxagheda/ai_blog_mcp_agent A local AI-powered research agent that searches the web, fetches real content, and generates grounded answers using a local Ollama model, exposed as an MCP tool for Claude Desktop. | |
| Weather MCP Server bhavishya3102/weather-mcp Provides weather alerts, forecasts, and current conditions for US locations via NWS and for Indian cities/global locations via Open-Meteo. | |
| Silver Price MCP Server bhavuk1409/mcx-metal-price-mcp Fetches real-time silver prices and chart images from MCX India via Groww.in, including price metrics, trends, and a base64-encoded PNG chart. | |
| Cohort bhavya-dhoot/cohort An autonomous multi-agent orchestration layer that generates a bespoke software engineering organization for a given objective, runs parallel OpenCode workers in isolated git worktrees, and integrates reviewed code through a replan loop. | |
| Hearth bhavya-dhoot/hearth Enables an Alexa+ host to remember a household's appliances, filter sizes, shut-off valves and past repairs, so it can triage a breakdown, walk through personalised repair steps hands-free, order the exact-fit part through a confirmed check | |
| MCP AI Developer Agent bhavya681/mcp-dev-agent An AI-powered developer assistant MCP server that provides filesystem tools (list_files, read_file, search_files, write_file) to help AI agents inspect, analyze, and modify real codebases via the Model Context Protocol. | |
| analytics-mcp bhavya998/analytics-mcp A production-grade MCP server for enterprise sales analytics, enabling LLM clients to query, analyze, and visualize sales data from a SQLite database through structured tools, resources, and prompts. | |
| Sentinel bhavyam2/sentinel An MCP proxy that enforces declarative YAML spend policies for AI agents using Agentcard, providing attribution and anomaly detection. | |
| Amazon Seller MCP bhavykhatri/amazon-seller-mcp Enables managing Amazon seller listings, orders, pricing, inventory, and reports through the SP-API via MCP tools. | |
| gst-india-mcp bhavykhatri/gst-india-mcp Enables India GST operations: verify GSTINs, search by PAN, track return filings, and with an OTP-based taxpayer session, access GSTR-2B/3B and cash/ITC ledgers. | |
| workbench-mcp bhawnapannu2701/workbench-mcp workbench-mcp is a Python FastMCP server for controlled local workspace inspection, bounded file reads/searches, guarded text patching, allowlisted test execution, read-only Git status, approved artifact collection, and workspace diagnostic | |
| MCP Chat bhawsarathrva/mcp-server Enables interactive chat with AI models via the Anthropic API, supporting document retrieval, command-based prompts, and extensible MCP tool integrations. | |
| Chess MCP Server bhayanak/chess-mcp-server Enables AI assistants to explore player profiles, ratings, game archives, leaderboards, clubs, and puzzles via the Chess.com API. | |
| Countries MCP Server bhayanak/countries-mcp-server MCP Server that gives AI assistants access to comprehensive country data from 250+ countries. | |
| Datadog MCP Server bhayanak/datadog-mcp-server Enables AI assistants to interact with Datadog's observability platform via natural language, covering metrics, logs, APM, monitors, dashboards, incidents, and infrastructure. | |
| LogScale MCP Server bhayanak/logscale-mcp-server Query CrowdStrike Falcon LogScale logs from AI assistants via the Model Context Protocol. | |
| MinIO MCP Server bhayanak/minio-mcp-server It Integration for MinIO / S3-compatible object storage, providing AI assistants with direct access to bucket management, object CRUD, presigned URLs, policies, lifecycle rules, and storage analytics. | |
| Nobel Prize MCP Server bhayanak/nobel-mcp-server Server that gives AI assistants structured access to the Nobel Prize API v2.1. Query laureates, prizes, categories, country stats, and historical trends spanning 1901 to present across all six prize categories. | |
| PokeAPI MCP Server bhayanak/pokemon-mcp-server Give your AI assistant access to the entire Pokémon universe | |
| Qualys MCP Server bhayanak/qualys-mcp-server MCP server enabling AI assistants to interact with the Qualys vulnerability management platform. Supports investigation, risk assessment, compliance, remediation, security overview, and report management. | |
| SonarQube MCP Server bhayanak/sonarqube-mcp-server Server for SonarQube
Give AI assistants direct access to your code quality, security & analysis data | |
| SSH MCP Server bhayanak/ssh-mcp-server SSH MCP Server lets you manage remote Linux servers through natural language in VS Code Copilot Chat. Instead of switching to a terminal and remembering SSH commands | |
| Simple SSH MCP Server bhayanak/ssh-server-mcp An MCP server that gives AI assistants full SSH/SFTP remote operations — session management, command execution, interactive shells, file transfers, port forwarding, and system diagnostics. | |
| TestRail MCP Server bhayanak/testrail-mcp-server MCP server for TestRail that enables AI assistants to interact with TestRail's test management platform. It can query and manage projects, test cases, runs, results, plans, milestones, and more. | |
| Weather MCP Server bhayanak/weather-mcp-server Global weather intelligence for AI assistants providing 10 weather tools — forecasts, historical data, air quality, marine, geocoding, elevation, and climate projections at 1km resolution with 80+ years of archive. | |
| World Bank MCP Server bhayanak/worldbank-mcp-server Server that brings World Bank Open Data to AI assistants.
10 tools · Zero authentication · LRU caching · Sparkline trends · Cross-country comparisons | |
| rgo-trading-api bhdhiman/rgo-trading-api Enables AI assistants to read positions, deals, and orders from the RGO trading platform via natural language, with optional trading capabilities when explicitly enabled. | |
| MCP Debugger bherbruck/mcp-debugger Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using real debuggers with breakpoints, stepping, variable inspection, and stack trace navigation through the Debug Adapter Protocol. | |
| mcp-md-converter bheshrajneupane/mcp-md-converter Converts Markdown files to PDF or Google Docs via headless Chromium and Google Drive import. | |
| st-k8s MCP Server bhf/st-k8s Exposes Kubernetes cluster management tools to LLMs, enabling querying pods, deployments, logs, metrics, and managing port forwards via natural language. | |
| plane-mcp bhflm/plane-mcp Local MCP server for a self-hosted Plane instance that exposes tickets, cycles, modules, labels, and states as MCP tools with both read and mutation capabilities. | |
| Kite Connect MCP Server bhimanshukalra/kiteconnect-mcp-poc Provides tools for basic calculations and greetings, as well as placing real Kite Connect stock orders on NSE through buy_stock and sell_stock tools. |
34,001–34,050 of 115,409
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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.