MobiLoop
OCI · GHCR.IO/ENESSUBASS/MOBILOOP-MCP
Guarded AI mobile Appium testing, security scanning, verification, and fix-retest MCP tools.
Available components
Last scanned (23 hours ago)
Scores higher than 64% of OCI servers
Category Testing and QA
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 → Why this is hard to score →
Supply Chain Security0
- No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.Unverified
- Known CVEs could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.Unverified
- Install-script risk not yet assessed.Unverified
- Dependency health could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.Unverified
Provenance & Transparency48
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 19 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability68
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 4907 tokens (~59/item across 83 items; 83 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management67
- Stability observed for 20 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage67
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 0 of 3 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "device.uninstall_app" implies "uninstall" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
- An AI judge read all 83 captured unit(s) of tool text and found none that tries to manipulate the model reading it.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.
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.
- 3 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.
- 1 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.
- 30 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.
- 28 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.
- 26 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.
- 24 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.
- 21 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 19 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
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 4 Nov 2026 · Analysed oci/ghcr.io/enessubass/mobiloop-mcp@0.1.0-alpha.15
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | oci |
| Reason | No attestation published |
Background: How many MCP packages publish verified provenance →
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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
appium.assert_not_visible ~52
Assert that a locator is not visible within timeout.
| Name | Type | Req | Description |
|---|---|---|---|
| locator | object | yes | – |
| serverUrl | string | – | – |
| sessionId | string | yes | – |
| timeoutMs | number | – | – |
No output schema declared.
No examples provided.
appium.assert_visible ~58
Assert that a locator is visible. Returns passed false instead of throwing when not visible.
| Name | Type | Req | Description |
|---|---|---|---|
| locator | object | yes | – |
| serverUrl | string | – | – |
| sessionId | string | yes | – |
| timeoutMs | number | – | – |
No output schema declared.
No examples provided.
appium.create_session ~53
[approval required][device mutation][risk:dangerous] Create an Appium session. Pass W3C capabilities or raw capabilities object.
| Name | Type | Req | Description |
|---|---|---|---|
| capabilities | object | yes | – |
| serverUrl | string | – | – |
No output schema declared.
No examples provided.
appium.delete_session ~44
[approval required][device mutation][risk:dangerous] Delete an Appium session.
| Name | Type | Req | Description |
|---|---|---|---|
| serverUrl | string | – | – |
| sessionId | string | yes | – |
No output schema declared.
No examples provided.
appium.get_accessibility_tree ~38
Return a compact accessibility summary parsed from page source.
| Name | Type | Req | Description |
|---|---|---|---|
| serverUrl | string | – | – |
| sessionId | string | yes | – |
No output schema declared.
No examples provided.
appium.get_page_source ~35
Return raw Appium page source XML.
| Name | Type | Req | Description |
|---|---|---|---|
| serverUrl | string | – | – |
| sessionId | string | yes | – |
No output schema declared.
No examples provided.
appium.go_back ~50
[approval required][device mutation][risk:dangerous] Send Android/iOS back navigation to the Appium session.
| Name | Type | Req | Description |
|---|---|---|---|
| serverUrl | string | – | – |
| sessionId | string | yes | – |
No output schema declared.
No examples provided.
appium.hide_keyboard ~56
[approval required][device mutation][risk:dangerous] Hide a visible software keyboard and verify it is hidden; never sends a generic back action.
| Name | Type | Req | Description |
|---|---|---|---|
| serverUrl | string | – | – |
| sessionId | string | yes | – |
No output schema declared.
No examples provided.
appium.observe_screen ~97
Capture screenshot and page source for the current Appium session, optionally waiting for app UI readiness.
| Name | Type | Req | Description |
|---|---|---|---|
| minWaitMs | number | – | – |
| prefix | string | – | – |
| serverUrl | string | – | – |
| sessionId | string | yes | – |
| stableMs | number | – | – |
| timeoutMs | number | – | – |
| waitForAnyText | array | – | – |
| waitForPackageIdle | boolean | – | – |
No output schema declared.
No examples provided.
appium.swipe ~85
[approval required][device mutation][risk:dangerous] Perform a touch swipe by coordinates.
| Name | Type | Req | Description |
|---|---|---|---|
| durationMs | number | – | – |
| endX | number | yes | – |
| endY | number | yes | – |
| serverUrl | string | – | – |
| sessionId | string | yes | – |
| startX | number | yes | – |
| startY | number | yes | – |
No output schema declared.
No examples provided.
appium.tap_by_accessibility_id ~54
[approval required][device mutation][risk:dangerous] Tap by accessibility id.
| Name | Type | Req | Description |
|---|---|---|---|
| accessibilityId | string | yes | – |
| serverUrl | string | – | – |
| sessionId | string | yes | – |
No output schema declared.
No examples provided.
appium.tap_by_resource_id ~59
[approval required][device mutation][risk:dangerous] Tap by Android resource id or Appium id locator.
| Name | Type | Req | Description |
|---|---|---|---|
| resourceId | string | yes | – |
| serverUrl | string | – | – |
| sessionId | string | yes | – |
No output schema declared.
No examples provided.
appium.tap_by_text ~76
[approval required][device mutation][risk:dangerous] Tap a visible element by text with exact-first matching before contains fallback.
| Name | Type | Req | Description |
|---|---|---|---|
| matchMode | string | – | – |
| serverUrl | string | – | – |
| sessionId | string | yes | – |
| text | string | yes | – |
| timeoutMs | number | – | – |
No output schema declared.
No examples provided.
appium.tap_coordinates ~65
[approval required][device mutation][risk:dangerous] Tap screen coordinates. Use only when semantic locators are unavailable.
| Name | Type | Req | Description |
|---|---|---|---|
| serverUrl | string | – | – |
| sessionId | string | yes | – |
| x | number | yes | – |
| y | number | yes | – |
No output schema declared.
No examples provided.
appium.type_text ~87
[approval required][device mutation][risk:dangerous] Type text into an element located by accessibility id, id, xpath, text, or native selector.
| Name | Type | Req | Description |
|---|---|---|---|
| clearFirst | boolean | – | – |
| locator | object | yes | – |
| mode | string | – | – |
| serverUrl | string | – | – |
| sessionId | string | yes | – |
| text | string | yes | – |
No output schema declared.
No examples provided.
appium.wait_for_visible ~49
Wait until a locator becomes visible.
| Name | Type | Req | Description |
|---|---|---|---|
| locator | object | yes | – |
| serverUrl | string | – | – |
| sessionId | string | yes | – |
| timeoutMs | number | – | – |
No output schema declared.
No examples provided.
build.build_debug_apk ~43
[approval required][workspace write][network][risk:dangerous] Build a debug APK and return discovered APK artifact paths.
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | – | – |
No output schema declared.
No examples provided.
build.build_release_candidate ~47
[approval required][workspace write][network][risk:dangerous] Build a release candidate APK. Release signing requirements are delegated to the target project.
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | – | – |
No output schema declared.
No examples provided.
build.collect_build_logs ~20
List build log artifacts emitted by this MCP server.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
build.detect_project ~21
Detect Flutter, React Native, or native Android project type.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
build.install_dependencies ~41
[approval required][workspace write][network][risk:dangerous] Install dependencies for the detected or specified mobile project type.
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | – | – |
No output schema declared.
No examples provided.
build.run_lint ~44
[approval required][workspace write][network][risk:dangerous] Run lint/static analysis for Flutter, React Native, or Android.
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | – | – |
No output schema declared.
No examples provided.
build.run_unit_tests ~43
[approval required][workspace write][network][risk:dangerous] Run unit tests for Flutter, React Native, or Android.
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | – | – |
No output schema declared.
No examples provided.
ci.collect_artifact_manifest ~23
Create a JSON manifest of files under the MCP artifacts directory.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
ci.comment_pr ~64
[approval required][workspace write][network][risk:dangerous] Create a GitHub PR comment through gh. Uses current PR when prNumber is omitted.
| Name | Type | Req | Description |
|---|---|---|---|
| body | string | – | – |
| bodyPath | string | – | – |
| prNumber | string | – | – |
No output schema declared.
No examples provided.
ci.create_github_annotations ~50
[workspace write][risk:write] Emit GitHub Actions warning/error annotations from findings.
| Name | Type | Req | Description |
|---|---|---|---|
| findings | array | yes | – |
| level | string | – | – |
| title | string | – | – |
No output schema declared.
No examples provided.
ci.write_github_step_summary ~49
[workspace write][risk:write] Append Markdown to GitHub Actions step summary or a workspace fallback file.
| Name | Type | Req | Description |
|---|---|---|---|
| markdown | string | – | – |
| sourcePath | string | – | – |
No output schema declared.
No examples provided.
code.apply_patch ~46
[approval required][workspace write][risk:dangerous] Apply a unified diff after validating all touched paths stay inside workspaceRoot and are not forbidden.
| Name | Type | Req | Description |
|---|---|---|---|
| patch | string | yes | – |
No output schema declared.
No examples provided.
code.commit_changes ~55
[approval required][workspace write][risk:dangerous] Commit changes only while on an allowed feature/ai branch. Optionally stage specific non-secret paths.
| Name | Type | Req | Description |
|---|---|---|---|
| message | string | yes | – |
| paths | array | – | – |
No output schema declared.
No examples provided.
code.create_branch ~44
[approval required][workspace write][risk:dangerous] Create and checkout a guarded feature branch. Branch must match allowedBranchPattern.
| Name | Type | Req | Description |
|---|---|---|---|
| branchName | string | yes | – |
No output schema declared.
No examples provided.
code.git_diff ~23
Return git diff for workspaceRoot.
| Name | Type | Req | Description |
|---|---|---|---|
| staged | boolean | – | – |
No output schema declared.
No examples provided.
code.open_pr ~64
[approval required][workspace write][risk:dangerous] Open a pull request with GitHub CLI from the current allowed feature branch.
| Name | Type | Req | Description |
|---|---|---|---|
| base | string | – | – |
| body | string | yes | – |
| draft | boolean | – | – |
| title | string | yes | – |
No output schema declared.
No examples provided.
code.read_file ~33
Read a non-secret file inside workspaceRoot.
| Name | Type | Req | Description |
|---|---|---|---|
| maxBytes | number | – | – |
| path | string | yes | – |
No output schema declared.
No examples provided.
code.search_code ~49
Search workspaceRoot. Uses ripgrep when available and falls back to a built-in scanner.
| Name | Type | Req | Description |
|---|---|---|---|
| glob | string | – | – |
| maxResults | number | – | – |
| query | string | yes | – |
No output schema declared.
No examples provided.
device.capture_screenshot ~35
Capture a PNG screenshot from an Android device into artifacts.
| Name | Type | Req | Description |
|---|---|---|---|
| prefix | string | – | – |
| serial | string | – | – |
No output schema declared.
No examples provided.
device.clear_app_data ~45
[approval required][device mutation][risk:dangerous] Clear app data for an Android package.
| Name | Type | Req | Description |
|---|---|---|---|
| packageName | string | yes | – |
| serial | string | – | – |
No output schema declared.
No examples provided.
device.grant_permissions ~55
[approval required][device mutation][risk:dangerous] Grant one or more Android runtime permissions to a package.
| Name | Type | Req | Description |
|---|---|---|---|
| packageName | string | yes | – |
| permissions | array | yes | – |
| serial | string | – | – |
No output schema declared.
No examples provided.
device.install_app ~46
[approval required][device mutation][risk:dangerous] Install or replace an APK on an Android device.
| Name | Type | Req | Description |
|---|---|---|---|
| apkPath | string | yes | – |
| serial | string | – | – |
No output schema declared.
No examples provided.
device.list_devices ~18
List Android devices via adb devices -l.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
device.pull_logs ~56
Pull Android logcat into artifacts. Optionally filter by package pid when available.
| Name | Type | Req | Description |
|---|---|---|---|
| clearAfter | boolean | – | – |
| outputPath | string | – | – |
| packageName | string | – | – |
| serial | string | – | – |
No output schema declared.
No examples provided.
device.start_emulator ~65
[approval required][device mutation][risk:dangerous] Start an Android emulator by AVD name. Returns after launching or optional boot wait.
| Name | Type | Req | Description |
|---|---|---|---|
| avdName | string | yes | – |
| timeoutMs | number | – | – |
| waitForBoot | boolean | – | – |
No output schema declared.
No examples provided.
device.stop_emulator ~39
[approval required][device mutation][risk:dangerous] Stop an Android emulator through adb emu kill.
| Name | Type | Req | Description |
|---|---|---|---|
| serial | string | – | – |
No output schema declared.
No examples provided.
device.uninstall_app ~46
[approval required][device mutation][risk:dangerous] Uninstall an Android package from a device.
| Name | Type | Req | Description |
|---|---|---|---|
| packageName | string | yes | – |
| serial | string | – | – |
No output schema declared.
No examples provided.
env.compatibility_matrix ~20
Return supported host/platform requirements for this MCP package.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
env.ensure_appium ~121
[approval required][workspace write][network][risk:network] Check Appium readiness, optionally install a driver and start a detached Appium server.
| Name | Type | Req | Description |
|---|---|---|---|
| address | string | – | – |
| appiumCommand | string | – | – |
| appiumHome | string | – | – |
| driverName | string | – | – |
| installDriver | boolean | – | – |
| port | number | – | – |
| serverUrl | string | – | – |
| startServer | boolean | – | – |
| timeoutMs | number | – | – |
| useNpx | boolean | – | – |
No output schema declared.
No examples provided.
env.preflight ~37
Check host/project readiness for Android, iOS, Flutter, React Native, CI, or all environments.
| Name | Type | Req | Description |
|---|---|---|---|
| target | string | – | – |
No output schema declared.
No examples provided.
flow.analyze_from_code ~43
Infer mobile screens, routes, transitions, and visible text candidates from source code.
| Name | Type | Req | Description |
|---|---|---|---|
| includeTests | boolean | – | – |
| maxFiles | number | – | – |
No output schema declared.
No examples provided.
flow.clear_memory ~43
[approval required][workspace write][risk:dangerous] Clear flow memory under artifactsDir. This does not modify app source code.
| Name | Type | Req | Description |
|---|---|---|---|
| confirm | string | yes | – |
No output schema declared.
No examples provided.
flow.generate_test_scenarios ~74
Generate candidate mobile E2E scenarios from static source-flow analysis for an AI agent to execute/refine.
| Name | Type | Req | Description |
|---|---|---|---|
| goal | string | – | – |
| includeNegativeCases | boolean | – | – |
| includeTests | boolean | – | – |
| maxFiles | number | – | – |
| maxScenarios | number | – | – |
No output schema declared.
No examples provided.
flow.plan_replay ~85
Match the current screen against recorded checkpoints and return Appium actions needed to reach a target checkpoint.
| Name | Type | Req | Description |
|---|---|---|---|
| minimumScore | number | – | – |
| serverUrl | string | – | – |
| sessionId | string | – | – |
| source | string | – | – |
| sourcePath | string | – | – |
| targetCheckpointId | string | – | – |
| testName | string | – | – |
No output schema declared.
No examples provided.
How do I install the MobiLoop MCP server?
MobiLoop runs locally as a container image, launched with docker run --rm -i -e MOBILOOP_WORKSPACE_ROOT -e APPIUM_SERVER_URL ghcr.io/enessubass/mobiloop-mcp:0.1.0-alpha.15. Ready-made configuration for Claude, Cursor, VS Code, Codex and 3 more is on this page, copied from each client's own documentation.
oci · ghcr.io/enessubass/mobiloop-mcp
claude mcp add enessubass-mobiloop-mcp -- docker run --rm -i -e MOBILOOP_WORKSPACE_ROOT -e APPIUM_SERVER_URL ghcr.io/enessubass/mobiloop-mcp:0.1.0-alpha.15
This image reads MOBILOOP_WORKSPACE_ROOT and APPIUM_SERVER_URL. Set them in your client's env block for this server; docker run -e passes each one through to the container.
What is the MobiLoop MCP server?
MobiLoop is an MCP server listed in the public MCP registry as io.github.enessubass/mobiloop-mcp. Guarded AI mobile Appium testing, security scanning, verification, and fix-retest MCP tools. This page covers its container image (ghcr.io/enessubass/mobiloop-mcp).
Is the MobiLoop MCP server safe to use?
MobiLoop scores 45 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the MobiLoop MCP server expose?
MobiLoop exposes 83 tools: code.read_file, code.search_code, code.apply_patch, code.git_diff, code.create_branch, and 78 more. Their descriptions and schemas cost roughly 4,907 tokens of context every time the server is loaded.
Is the MobiLoop MCP server still maintained?
MobiLoop is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the MobiLoop MCP server under?
MobiLoop declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.