The agentic world, mapped Where MCP servers are exposed to the internet, and where this week's agentic security events happened. Exposure figures are aggregate counts from published internet censuses. No IP address or hostname is ever shown.
Layers Exposed MCP services 12,520 Incidents and attacks 5 CVEs 137 Protocols, platforms and models 5 12,520 MCP services exposed in 56 countries
Censys census, data 2026-04-24 to 2026-04-28. Country shading shows the published top ten. Source
On the map CyberXero: Claude Code agent swarm against Ukrainian infrastructureKharkiv Report Microsoft MXC sandbox SDK for model-generated codeRedmond Report Mistral Large 4 open-weight previewParis Report StepFun Step 5 preview, weights promised 15 OctShanghai Report Claude agents submitted State Department visa forms during evalsWashington, DC Report Fabricated tip received by Philadelphia PolicePhiladelphia Report Gemini agent: identity, gateway and MCP for enterprise agentsMountain View Report Personal Agent Protocol announced by Sierra and MetaSan Francisco Report Dark Clark: Russian front think tank aimed at Latin AmericaRussia to Latin America Report Bogus Bylines: Iranian personas placed ~100 articles in Western outletsIran to Western outlets Report CVEs CVE-2026-59822Exploited LiteLLM MCP Streamable HTTP endpoint, CVSS 8.8 Details CVE-2026-110732AI Engine for WordPress (MCP module), CVSS 7.5 Details CVE-2026-119408n8n (Function, Function Item and LangChain Code nodes), CVSS 8.7 Details CVE-2026-119978Flowise, CVSS 9 Details CVE-2026-119979LM Studio, CVSS 8.7 Details CVE-2026-61789DBHub (database MCP server), CVSS 6.1 Details CVE-2026-119025open (npm package, used by MCP clients and coding agents), CVSS 7.7 Details CVE-2026-119050Agno (PandasTools), CVSS 9.2 Details CVE-2026-106484chrome-devtools-mcp, CVSS 4.4 Details CVE-2026-111960Royal MCP (WordPress plugin), CVSS 4.3 Details CVE-2026-115522Google Agent Development Kit for Python (FileArtifactService), CVSS 5.3 Details CVE-2026-115918vLLM (Responses API), CVSS 6.5 Details CVE-2026-117574ai-gateway-payload-processing (component named in the record; vendor and versions not stated), CVSS 9.1 Details CVE-2026-118378Tabularis (SQLite driver, MCP describe_table tool), CVSS 8.5 Details CVE-2026-118640n8n (Chat Hub), CVSS 5.3 Details CVE-2026-118687Coder (workspace agent authentication, GCP instance identity), CVSS 8.3 Details CVE-2026-116816llama.cpp, CVSS 8.5 Details CVE-2026-117569Kali-GPT (MCP server), CVSS 8.5 Details CVE-2026-65145NVIDIA NeMo Agent Toolkit, CVSS 10 Details CVE-2026-110474CreditNirvana Agentic AI Call Centre, CVSS 8.7 Details CVE-2026-112346OpenHands Software Agent SDK (DockerWorkspace, Apptainer workspace), CVSS 9.3 Details CVE-2026-116102docker-mcp (QuantGeekDev), CVSS 5.3 Details CVE-2026-116109Continue (MCP server transport, MCPManagerSingleton.setConnections), CVSS 2.1 Details CVE-2026-116228agent-teams-ai (777genius), CVSS 1.9 Details CVE-2026-116339iFlytek astron-agent, CVSS 5.5 Details CVE-2026-116340iFlytek astron-agent, CVSS 2.1 Details CVE-2026-85297Google Cloud Run MCP (cloud-run-mcp), CVSS 7.7 Details CVE-2026-93328Google Cloud MCP Toolbox for Databases (cloud-storage source), CVSS 9.3 Details CVE-2026-116095smg (smg-project), CVSS 5.5 Details CVE-2026-116168SiYuan (MCP asset upload tool), CVSS 6.9 Details CVE-2026-116172vLLM (Rust gRPC frontend), CVSS 8.2 Details CVE-2026-116173vLLM (Rust gRPC frontend), CVSS 8.2 Details CVE-2026-116174vLLM (Rust gRPC frontend), CVSS 8.2 Details CVE-2026-116175vLLM (audio input), CVSS 7.1 Details CVE-2026-116176vLLM (P2pNcclConnector), CVSS 8.8 Details CVE-2026-116177vLLM (Nemotron-VL processors), CVSS 8.7 Details CVE-2026-116178vLLM (disaggregated /inference/v1/generate), CVSS 8.2 Details CVE-2026-116179vLLM (media_io_kwargs), CVSS 8.7 Details CVE-2026-116180vLLM (prompt_logprobs with KV connector), CVSS 8.3 Details CVE-2026-116181vLLM (stop_token_ids), CVSS 7.1 Details CVE-2026-106763@justice8096/sagemath-mcp-server (MCP server), CVSS 7.5 Details CVE-2026-106764@rog0x/mcp-git-tools (MCP server), CVSS 7.5 Details CVE-2026-106765@rog0x/mcp-docker-tools (MCP server), CVSS 7.5 Details CVE-2026-107685req_llm (WebSocket client), CVSS 9.1 Details CVE-2026-107858Google Agent Development Kit for Java, ADK Web dev server (google-adk-dev, google-adk-maven-plugin), CVSS 7.2 Details CVE-2026-115727AgenticSeek, CVSS 9.2 Details CVE-2026-115750mcp-from-openapi, CVSS 6.3 Details CVE-2026-115751mcp-from-openapi, CVSS 6.3 Details CVE-2026-115845AWS MCP Server (run_script tool), CVSS 5.3 Details CVE-2026-115885LangGraph CLI (langgraph-cli), CVSS 4.1 Details CVE-2026-108456Azure AI Foundry, CVSS 7.7 Details CVE-2026-111079Goose (terminal integration), CVSS 7.4 Details CVE-2026-111958Royal MCP (WordPress plugin), CVSS 7.5 Details CVE-2026-115419Strands Agents SDK (A2A server), CVSS 8.6 Details CVE-2026-97635Agent Zero Web UI, CVSS 8.6 Details CVE-2026-103090Google OSS Agent Mesh (formerly SAM), enrolment status handler, CVSS 8.8 Details CVE-2026-114050vLLM, CVSS 7.1 Details CVE-2026-114053vLLM (OpenAI-compatible inference server), CVSS 9.2 Details CVE-2026-114054vLLM, CVSS 7.1 Details CVE-2026-114090Trigger.dev CLI (trigger dev --mcp), CVSS 7.6 Details CVE-2026-114106HKUDS Vibe-Trading, CVSS 8.7 Details CVE-2026-114107HKUDS Vibe-Trading, CVSS 8.7 Details CVE-2026-114125Storybook dev server and @storybook/addon-mcp, CVSS 9.4 Details CVE-2026-114386Pydantic AI Harness (CodeMode toolset), CVSS 6.3 Details CVE-2026-115883LangGraph checkpoint stores (Postgres, SQLite), CVSS 6 Details CVE-2026-92206CrewAI, CVSS 8.8 Details CVE-2026-105772Google ADK for TypeScript (@google/adk), FileArtifactService, CVSS 9.1 Details CVE-2026-107366IBM Langflow, CVSS 8.3 Details CVE-2026-109440LangAlpha, CVSS 8.6 Details CVE-2026-109442piflow (DeepAgents chat agent), CVSS 9.3 Details CVE-2026-109443JoySafeter (Copilot standard mode), CVSS 8.7 Details CVE-2026-109444OpenSRE, CVSS 8.7 Details CVE-2026-111763A2A Java SDK (a2a-java-sdk-parent), CVSS 5.7 Details CVE-2026-111764A2A Java SDK (a2a-java-sdk-server-common), CVSS 7.5 Details CVE-2026-111765A2A Java SDK (Android HTTP client), CVSS 7.5 Details CVE-2026-111767MCP TypeScript SDK (@modelcontextprotocol/sdk), experimental tasks, CVSS 8.6 Details CVE-2026-111769MCP TypeScript SDK (HTTP client transports and OAuth client), CVSS 6.5 Details CVE-2026-111768MCP TypeScript SDK (sdk and server packages), CVSS 7.5 Details CVE-2026-111770MCP TypeScript SDK (@modelcontextprotocol/server), CVSS 7.7 Details CVE-2026-111771MCP TypeScript SDK (bearer auth: express, server, server-legacy, sdk), CVSS 6.8 Details CVE-2026-115912vLLM (multimodal shared-memory cache), CVSS 7.5 Details CVE-2026-115914vLLM (DeepSeek-OCR, DeepSeek-OCR-2, Unlimited-OCR models), CVSS 6.5 Details CVE-2026-115915vLLM (image loading), CVSS 8.1 Details CVE-2026-116575Mem0 (mem0ai, Python and TypeScript), CVSS 6.3 Details CVE-2026-75128Langchain-Chatchat, CVSS 9.3 Details CVE-2026-77932DB-GPT, CVSS 9.3 Details CVE-2026-77937Letta, CVSS 8.6 Details CVE-2026-8355IBM ContextForge MCP Gateway, CVSS 5.4 Details CVE-2026-102503Google OSS Agent Mesh (formerly SAM), /libp2p-http ingress, CVSS 9.3 Details CVE-2026-103091Google OSS Agent Mesh (formerly SAM), MCP proxy and OIDC registration, CVSS 9.3 Details CVE-2026-112308crewai-tools (SeleniumScrapingTool), CVSS 8.3 Details CVE-2026-111704LangChat, CVSS 9.3 Details CVE-2026-88755Z.ai ZCode, CVSS 7.8 Details CVE-2026-95183DeepSeek Harness (dsh), CVSS 8.8 Details CVE-2026-111322Archon (coleam00/Archon), CVSS 9.3 Details CVE-2026-76066IntentKit, CVSS 8.7 Details CVE-2026-105192LMCache (lmcache, multiprocess mode), CVSS 9.8 Details CVE-2026-110205Roo Code, CVSS 7.7 Details CVE-2026-116690MLflow, CVSS 7.5 Details CVE-2026-116691MLflow (CrewAI autologging), CVSS 6.5 Details CVE-2026-88066Claude Desktop for Windows, CVSS 7.5 Details CVE-2026-108953mac-shell-mcp, CVSS 8.5 Details CVE-2026-84318Nginx UI (MCP tool nginx_config_add), CVSS 8.8 Details CVE-2026-84360Nginx UI (MCP endpoints), CVSS 8.1 Details CVE-2026-107824x64dbg-mcp-server, CVSS 9.3 Details CVE-2026-116692MLflow, CVSS 9.8 Details CVE-2026-86063Claude Code plugin installer (@anthropic-ai/claude-code), CVSS 7.7 Details CVE-2026-96893GitLab Duo Agent Platform (EE), CVSS 7.3 Details CVE-2026-118667LangGraph SDK v3 streaming (langgraph-sdk, langgraph RemoteGraph), CVSS 4.3 Details CVE-2026-104850MCP TypeScript SDK OAuth client (@modelcontextprotocol/sdk, @modelcontextprotocol/client), CVSS 7.5 Details CVE-2026-114055vLLM, CVSS 7.5 Details CVE-2026-103435Claude Code (@anthropic-ai/claude-code), CVSS 7.7 Details CVE-2026-116684MCP Python SDK (mcp, server bearer auth), CVSS 6.8 Details CVE-2026-116685MCP Python SDK (mcp, HTTP client transports), CVSS 5.9 Details CVE-2026-90970GitLab AI Gateway (self-hosted, Duo Agent Platform), CVSS 9.9 Details CVE-2026-114612LiteLLM proxy, CVSS 7.7 Details CVE-2026-105697Langflow, CVSS 9.9 Details CVE-2026-116686MCP Python SDK (mcp, client output-schema validation), CVSS 6.5 Details CVE-2026-118668LangGraph API (langgraph-api, JavaScript custom authentication), CVSS 8.6 Details CVE-2026-115477obsidian-tc, CVSS 7.1 Details CVE-2026-115478obsidian-tc, CVSS 7.1 Details CVE-2026-61742DBHub (@bytebase/dbhub, HTTP transport), CVSS 9.3 Details CVE-2026-77258mcp-atlassian (upload_attachment), CVSS 7.7 Details CVE-2026-96620Claude Agent SDK for Python (claude-agent-sdk), CVSS 9.2 Details CVE-2026-71416Headroom (headroom-ai), CVSS 8.8 Details CVE-2026-105740Langflow 1.8.3, CVSS 9.9 Details CVE-2026-19516Grafana MCP server (mcp-grafana), CVSS 9.1 Details CVE-2026-73487Flowise, CVSS 9.3 Details CVE-2026-77363obsidian-tc, CVSS 9.6 Details CVE-2026-61426praisonai (npm), CVSS 8.6 Details CVE-2026-61445praisonai (pip), CVSS 9.9 Details CVE-2026-61447praisonaiagents, CVSS 10 Details CVE-2026-62264@sylphx/pdf-reader-mcp (MCP server), CVSS 7.5 Details CVE-2026-61732Decepticon, CVSS 10 Details CVE-2026-59723Cline (Hub dashboard), CVSS 8.8 Details CVE-2026-5058aws-mcp-server (community, not AWS), CVSS 9.8 Details CVE-2026-5059aws-mcp-server (community, not AWS), CVSS 9.8 Details Model Agent MCP server Skill / tool Knowledge base Identity Threat Dependency / object Control
What it is
How it gets attacked
What helps
In PADAWAN Zoom idea: Carlos Gomez, CyberXiaSec
Scroll over the globe to enter the agentic world Enter
Exposed MCP services by country Country Services Hosts Share United States 3,057 2,586 24.4% China 950 710 7.6% Germany 720 592 5.8% Hong Kong 350 326 2.8% France 332 285 2.7% Singapore 285 241 2.3% India 223 178 1.8% Japan 217 180 1.7% Finland 209 132 1.7% Netherlands 180 139 1.4% Other 46 countries 5,997 47.9%
By hosting network AWS AS16509 1,641 AWS (AES) AS14618 1,160 Hetzner AS24940 567 DigitalOcean AS14061 435 Microsoft Azure AS8075 425 Alibaba Cloud AS37963 373 Google Cloud AS396982 316 Tencent Cloud AS45090 266 Source: Censys , data collected 2026-04-24 to 2026-04-28, query web.endpoints.endpoint_type=MCP. Passive Internet-wide scan data indexed by Censys; services identified as MCP endpoints. Counts are services, not organisations. Only the top 10 countries were published. For how other censuses compare, read How many MCP servers are exposed?
How the map is built
Exposure Aggregate counts of internet-reachable MCP endpoints from internet-wide scan indexes (Censys, Shodan) and published research. We record counts by country and network only.
Events Incidents, vulnerabilities and platform or protocol releases from the reports in the library, placed where they happened or where they came from.
CVEs Vulnerabilities in MCP servers, SDKs and agent frameworks orbit the globe instead of being pinned to it, because a software flaw has no location: it exists wherever the software runs. Red satellites are known to be exploited in the wild (for example, listed in CISA's Known Exploited Vulnerabilities catalog). Larger ones have higher CVSS scores.
Ethics Collection is passive: we query search indexes and never connect to, probe or call tools on third-party servers. We never publish IP addresses or hostnames, because a list of unauthenticated servers is a target list.