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AI Process Manager (AIPM)

NPM · AIPM-MCP-SERVER · SCANNED AUG 3

Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.

Available components

68 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →

Supply Chain Security100
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • No install/post-install scripts declared.Pass
  • No production dependencies, so there is no dependency health to assess. View diagnostics → Pass
Provenance & Transparency45
Schema Quality & AI Usability72
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 2513 tokens (~125/item across 20 items; 20 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
  • Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Unverified: 1 category

A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

npm · aipm-mcp-server

# add to Claude Code
claude mcp add agorapassadoagora-debug-aipm -- npx -y aipm-mcp-server
# add to Codex CLI
codex mcp add agorapassadoagora-debug-aipm -- npx -y aipm-mcp-server
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "agorapassadoagora-debug-aipm": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "aipm-mcp-server"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add agorapassadoagora-debug-aipm --command npx --arg -y --arg aipm-mcp-server
# ~/.hermes/config.yaml
mcp_servers:
  agorapassadoagora-debug-aipm:
    command: "npx"
    args: ["-y", "aipm-mcp-server"]
// mcp.json
{
  "mcpServers": {
    "agorapassadoagora-debug-aipm": {
      "command": "npx",
      "args": [
        "-y",
        "aipm-mcp-server"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 2 Aug 26 +15
    • Malware scan: unverified → pass security
  • 1 Aug 26 −9
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 31 Jul 26 62

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Analysed npm/[email protected]

Provenance none

Ecosystem: npm · Outcome: none

Dependencies 0 packages

0 packages in the resolved dependency tree.

MCP tools — 20 exposed · ~2,254 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
check_file ~56

File or folder status: exists, size, last modified, locked?, locking process. Ideal for checking if a render/export finished without opening Explorer.

NameTypeReqDescription
pathstringyesAbsolute path, e.g. D:/videos/output.mp4

No output schema declared.

No examples provided.

check_process ~149

Check if a process is running on the user's Windows machine — no screenshot. Filter by executable name fragment (e.g. "python", "ffmpeg") and/or window title (e.g. "RENDER VIDEO 02"). Returns PID, CPU%, RAM, title, command line, start time. Command lines are truncated to 120 chars unless full_command_line=true. Results are capped at 10 matches, windowed processes first.

NameTypeReqDescription
full_command_linebooleantrue for full command line (default: truncated to 120 chars)
name_containsstringExecutable name fragment (case-insensitive)
title_containsstringWindow title fragment (case-insensitive)

No output schema declared.

No examples provided.

focus_window ~46

Bring a window to the foreground. REQUIRES action tier + app allowlist.

NameTypeReqDescription
hwndnumberExact window handle
title_containsstringWindow title fragment

No output schema declared.

No examples provided.

get_app_knowledge ~129

Query what AIPM learned locally about an app: successful (role, name) -> action recipes, plus common_failures (targets that keep failing — do not retry them). Call BEFORE acting in an app. Even with known=false you may get ui_shape: the shape of the app's UI tree (counts, roles, depth) learned passively from earlier reads — useful cold-start map. Pass the process name as shown in task manager (e.g. "notepad.exe", "chrome.exe").

NameTypeReqDescription
namestringyesApp/process name (e.g. notepad.exe)

No output schema declared.

No examples provided.

get_audit_log ~74

Recent API audit log: which agents called which endpoints and when. Works even when the API is paused. For compliance and debugging agent behavior. Secrets and typed text (api_key=, value=) are masked before being recorded.

NameTypeReqDescription
limitnumberMax entries (default 50, max 1000)

No output schema declared.

No examples provided.

get_economy_stats ~88

Local economy metrics: tokens and time saved by structured state vs screenshots, queries served, task/action success rates, top apps, 24h/7d trends. Two independent views of savings — economy_measured_by_api (measured here) and economy_reported_by_agents (self-reported): never add them together. The store block states which local database the totals came from.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_recent_events ~91

Last 24h of PC events: process_started, process_ended (with duration), window_focused, file_changed. Useful for "what happened while I was away" (e.g. when did the render finish?).

NameTypeReqDescription
limitnumberMax events (default 50, max 1000)
typestringFilter by type (process_ended, file_changed, ...)

No output schema declared.

No examples provided.

get_system_status ~37

Machine snapshot: CPU%, RAM used/total, GPU name and usage, disk free space per drive, network, uptime, active displays.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_taskbar ~26

Human view of the taskbar: pinned apps and running apps grouped with window titles.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_ui_tree ~350

UI Automation tree of a window (roles, names, states) — the accessibility snapshot of a native Windows app. depth: default 4, max 30. max_nodes: default 200, max 1000 — max_nodes is the cost brake, NOT depth. Win32 apps expose content within 4-6 levels. Chromium/Electron apps (VS Code, Slack, Discord, Claude Desktop, Teams) bury real content under ~10 levels of Pane/Group wrappers: at low depth you get only empty Panes and conclude, wrongly, that the window is empty. Measured on Claude Desktop: depth=8 -> 15 useless nodes; depth=17 -> 115 nodes, 87 of them named (~8 KB) — the tree saturates at 17. So for Chromium/Electron ask for depth=15-20 and cap cost with max_nodes. The response reports depth, max_nodes, nodes, depth_reached and truncated; when truncated=true the tree was cut (read next_action) and you should repeat with a higher depth and/or max_nodes before concluding anything about the window. For finding a clickable target prefer ui_find (already filtered to interactive elements).

NameTypeReqDescription
depthnumberMax tree depth (default 4, max 30). 4-6 for native Win32; 15-20 for Chromium/Electron apps, whose content sits under ~10 wrapper levels.
hwndnumberExact window handle
max_nodesnumberMax nodes returned (default 200, max 1000). This is the token-cost brake — raise depth freely and cap cost here.
title_containsstringWindow title fragment

No output schema declared.

No examples provided.

health_check ~37

Ping the AI Process Manager backend. Returns version, API URL, and whether the local service is reachable. Call this first in a new session.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_processes ~79

List running processes sorted by CPU. Use "top" to limit (default 25, max 200). Prefer check_process when searching for one process. Command lines truncated unless full_command_line=true.

NameTypeReqDescription
full_command_linebooleantrue for full command lines
topnumberHow many processes to return (default 25)

No output schema declared.

No examples provided.

list_windows ~41

List open desktop windows: title, process, minimized/maximized state, position, Z-order, and which has focus. Replaces screenshots for "what is open".

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

read_window ~113

Read TEXT from inside a window via UI Automation — no screenshot. Works with consoles (cmd, PowerShell, Windows Terminal), editors, and most native apps. Typical use: read render progress from a console ("frame 4812/5000"). Identify the window by title_contains or hwnd from list_windows.

NameTypeReqDescription
hwndnumberExact window handle from list_windows
max_charsnumberMax characters (default 20000)
title_containsstringWindow title fragment (case-insensitive)

No output schema declared.

No examples provided.

report_action_outcome ~233

Report one UI action outcome (invoke/set_value/focus). Feeds per-app recipes in get_app_knowledge. Metadata only — never screen content or typed text. Report FAILURES too (ok=false plus reason): they become common_failures and stop the next agent from repeating the same dead end.

NameTypeReqDescription
actionstringyesAction performed (invoke, set_value, focus)
appstringyesApp where action occurred
element_namestringElement name (e.g. "Save")
element_rolestringElement role (Button, Edit, ...)
msnumberAction duration in ms
okbooleanAction succeeded?
reasonstringOnly when ok=false. Closed vocabulary: elemento_nao_encontrado, elemento_nao_suporta_invoke, elemento_nao_suporta_set_value, campo_somente_leitura, janela_nao_encontrada, ui_timeout, acao_bloqueada,…

No output schema declared.

No examples provided.

report_task_outcome ~143

Report task outcome to local telemetry (metadata only — never screen content). Call at END of a computer-use task. Feeds get_app_knowledge and get_economy_stats.

NameTypeReqDescription
appstringyesPrimary app (e.g. chrome.exe)
duration_snumberDuration in seconds
notesstringShort notes (metadata)
screenshots_avoidednumberScreenshots avoided via structured state
stepsnumberNumber of steps/actions
successbooleanTask succeeded?
taskstringShort task description (metadata)
tokens_estimatednumberEstimated tokens consumed

No output schema declared.

No examples provided.

ui_find ~157

List interactive UI elements in a window (buttons, fields, menus first; grid cells last). Each item has a stable global element_index plus can_invoke/can_set_value flags. Paginated (total/offset/limit/has_more). Read-only — no action tier required. Pass element_index to ui_invoke/ui_set_value.

NameTypeReqDescription
hwndnumberExact window handle
limitnumberPage size (default 30, max 200)
name_containsstringFilter elements by name
offsetnumberPagination offset (default 0)
rolestringFilter by role (Button, Edit, MenuItem, ...)
title_containsstringWindow title fragment

No output schema declared.

No examples provided.

ui_invoke ~114

Semantically CLICK a UI element via UI Automation (button, menu item, checkbox). Target by name_contains or element_index from ui_find. REQUIRES user-enabled action tier + app allowlist; otherwise returns action_denied. Confirm with the user before acting.

NameTypeReqDescription
element_indexnumberStable index from ui_find
hwndnumberExact window handle
name_containsstringElement name to click (e.g. "Save")
title_containsstringWindow title fragment

No output schema declared.

No examples provided.

ui_set_value ~116

Set text in an editable field via UI Automation (no key simulation). REQUIRES action tier + allowlist. Check can_set_value in ui_find; modern apps (e.g. Win11 Notepad) may not expose fields. Confirm with the user first.

NameTypeReqDescription
element_indexnumberStable index from ui_find
hwndnumberExact window handle
name_containsstringField name
title_containsstringWindow title fragment
valuestringyesText to set

No output schema declared.

No examples provided.

wait_for ~175

Long-poll until a condition is met (or timeout). Replaces polling loops. Conditions: process_ended, process_started, file_stable (render/download done), file_exists, window_title_contains. Max 50s per call; if satisfied=false, call again to keep waiting.

NameTypeReqDescription
file_existsstringFile path that must appear
file_stablestringFile path that must stop growing
process_endedstringProcess name fragment that must exit
process_startedstringProcess name fragment that must start
stable_fornumberFor file_stable: seconds unchanged (default 10)
timeoutnumberMax wait seconds (default 50, max 50)
window_title_containsstringWindow title fragment that must appear

No output schema declared.

No examples provided.