MCP Observatory
6m ago Tracked 53,340 Last 6m ago 24h 2,739
github Go re-analysis due

PIsberg/ghost-mcp

github

The Ghost in the Machine - An MCP (Model Context Protocol) server that exposes OS-level UI automation capabilities to AI clients.

maintainer
PIsberg
license
NOASSERTION
first seen
2026-06-13
last seen
2026-09-04
releases · 30d
0
short id

Drift inferred · capture-to-capture

tool count over time

06-13 13:55 now
42t
42t
capabilities 26 tools
transport stdio counts 26 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • clear_learned_view
  • clear_region_cache
  • click
  • click_and_type
  • click_at
  • click_until_text_appears
  • double_click
  • execute_workflow
  • find_and_click
  • find_and_click_all
  • find_click_and_type
  • find_elements
  • get_annotated_view
  • get_learned_view
  • get_region_cache_stats
  • get_screen_size
  • learn_screen
  • move_mouse
  • press_key
  • scroll
  • scroll_until_text
  • set_learning_mode
  • smart_click
  • take_screenshot
  • type_text
  • wait_for_text
skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit 5fe46f0 · analyzer v33 · 5d ago

skills & prompt files 1

code evidence vdeps-windows-v2 · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 87

tool registrations 26

  • get_screen_size PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1008
  • move_mouse PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1019
  • click PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1030
  • click_at PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1040
  • double_click PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1056
  • scroll PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1068
  • scroll_until_text PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1089
  • type_text PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1116
  • click_and_type PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1126
  • press_key PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1140
  • take_screenshot PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/main.go :1148
  • learn_screen PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_learning.go :14
  • get_learned_view PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_learning.go :32
  • get_annotated_view PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_learning.go :66
  • clear_learned_view PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_learning.go :96
  • set_learning_mode PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_learning.go :103
  • find_and_click PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_ocr.go :12
  • find_and_click_all PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_ocr.go :80
  • wait_for_text PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_ocr.go :99
  • find_elements PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_ocr.go :125
  • find_click_and_type PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_ocr.go :150
  • get_region_cache_stats PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_ocr.go :177
  • clear_region_cache PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_ocr.go :187
  • click_until_text_appears PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_ocr.go :199
  • smart_click PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_smart_click.go :16
  • execute_workflow PIsberg-ghost-mcp-5fe46f0/cmd/ghost-mcp/tools_workflow.go :15

declared dependencies 54

  • github.com/mark3labs/mcp-go@v0.58.0
  • github.com/go-vgo/robotgo@v1.0.2
  • github.com/otiai10/gosseract/v2@v2.4.1
  • golang.org/x/image@v0.45.0
  • google.golang.org/genai@v1.70.0
  • cloud.google.com/go@v0.116.0
  • cloud.google.com/go/auth@v0.18.2
  • cloud.google.com/go/compute/metadata@v0.9.0
  • github.com/cespare/xxhash/v2@v2.3.0
  • github.com/dblohm7/wingoes@v0.0.0-20250822163801-6d8e6105c62d
  • github.com/ebitengine/purego@v0.10.2
  • github.com/felixge/httpsnoop@v1.0.4
  • github.com/gen2brain/shm@v0.2.1
  • github.com/go-logr/logr@v1.4.3
  • github.com/go-logr/stdr@v1.2.2
  • github.com/go-ole/go-ole@v1.3.0
  • github.com/godbus/dbus/v5@v5.2.2
  • github.com/google/go-cmp@v0.7.0
  • github.com/google/jsonschema-go@v0.4.2
  • github.com/google/s2a-go@v0.1.9
  • github.com/google/uuid@v1.6.0
  • github.com/googleapis/enterprise-certificate-proxy@v0.3.11
  • github.com/googleapis/gax-go/v2@v2.17.0
  • github.com/gorilla/websocket@v1.5.3
  • github.com/jezek/xgb@v1.3.0
  • github.com/jezek/xgbutil@v0.0.0-20260124183602-9fd151d6a51a
  • github.com/lufia/plan9stats@v0.0.0-20260330125221-c963978e514e
  • github.com/power-devops/perfstat@v0.0.0-20240221224432-82ca36839d55
  • github.com/santhosh-tekuri/jsonschema/v6@v6.0.2
  • github.com/shirou/gopsutil/v4@v4.26.7
  • github.com/spf13/cast@v1.10.0
  • github.com/tailscale/win@v0.0.0-20250627215312-f4da2b8ee071
  • github.com/tklauser/go-sysconf@v0.3.16
  • github.com/tklauser/numcpus@v0.11.0
  • github.com/vcaesar/gops@v0.41.0
  • github.com/vcaesar/imgo@v0.42.0
  • github.com/vcaesar/keycode@v0.10.1
  • github.com/vcaesar/screenshot@v0.11.1
  • github.com/vcaesar/tt@v0.20.1
  • github.com/yosida95/uritemplate/v3@v3.0.2
  • github.com/yusufpapurcu/wmi@v1.2.4
  • go.opentelemetry.io/auto/sdk@v1.2.1
  • go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp@v0.61.0
  • go.opentelemetry.io/otel@v1.44.0
  • go.opentelemetry.io/otel/metric@v1.44.0
  • go.opentelemetry.io/otel/trace@v1.44.0
  • golang.org/x/crypto@v0.55.0
  • golang.org/x/exp@v0.0.0-20260312153236-7ab1446f8b90
  • golang.org/x/net@v0.58.0
  • golang.org/x/sys@v0.47.0
  • golang.org/x/text@v0.41.0
  • google.golang.org/genproto/googleapis/rpc@v0.0.0-20260526163538-3dc84a4a5aaa
  • google.golang.org/grpc@v1.83.2
  • google.golang.org/protobuf@v1.36.12