io.github.Sahib-Sawhney-WH/looking-glass-mcp
NPM · LOOKING-GLASS-MCP · SCANNED SEP 20
AI-native browser for agents. 71 tools with self-healing, semantic extraction, vault CLI.
Available components
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 Security80
- No malware found by supply-chain analysis.Pass
- CVE check failed: a known high-severity CVE affects uuid 9.0.1, a direct dependency. A fixed version is available. View diagnostics → Fail
- No install/post-install scripts declared.Pass
- 33 of 100 dependencies flagged as unhealthy (1 deprecated). View diagnostics → Partial
Provenance & Transparency71
- Repository check failed: the declared repository URL returned HTTP 404. See how to fix → View diagnostics → Fail
- Cryptographically verified build provenance (signed, bound to Sahib-Sawhney-WH/LookingGlass). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 173 days ago).Pass
- Security-disclosure policy not yet verified: we couldn't inspect the source repository.Unverified
Schema Quality & AI Usability47
- AI-judged instruction clarity (poor).Fail
- Tool/resource definitions use about 1870 tokens (~26/item across 71 items; 71 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management90
- Stability observed for 27 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage33
- 0% of tools have a non-trivial description (not blank, and not just the tool's name).Fail
- 100% of tool parameters carry a description.Pass
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "vault_delete" implies "delete" 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 71 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
How do I install the io.github.Sahib-Sawhney-WH/looking-glass-mcp server?
io.github.Sahib-Sawhney-WH/looking-glass-mcp runs locally as an npm package, launched with npx -y looking-glass-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · looking-glass-mcp
claude mcp add sahib-sawhney-wh-looking-glass-mcp -- npx -y looking-glass-mcp
{
"mcpServers": {
"sahib-sawhney-wh-looking-glass-mcp": {
"command": "npx",
"args": [
"-y",
"looking-glass-mcp"
]
}
}
} {
"servers": {
"sahib-sawhney-wh-looking-glass-mcp": {
"command": "npx",
"args": [
"-y",
"looking-glass-mcp"
]
}
}
} codex mcp add sahib-sawhney-wh-looking-glass-mcp -- npx -y looking-glass-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"sahib-sawhney-wh-looking-glass-mcp": {
"type": "local",
"command": [
"npx",
"-y",
"looking-glass-mcp"
],
"enabled": true
}
}
} openclaw mcp add sahib-sawhney-wh-looking-glass-mcp --command npx --arg -y --arg looking-glass-mcp
mcp_servers:
sahib-sawhney-wh-looking-glass-mcp:
command: "npx"
args: ["-y", "looking-glass-mcp"] {
"McpServers": {
"sahib-sawhney-wh-looking-glass-mcp": {
"Transport": "stdio",
"Command": "npx",
"Arguments": [
"-y",
"looking-glass-mcp"
]
}
}
} assistant mcp add sahib-sawhney-wh-looking-glass-mcp -t stdio -c npx -a -y looking-glass-mcp
{
"mcpServers": {
"sahib-sawhney-wh-looking-glass-mcp": {
"command": "npx",
"args": [
"-y",
"looking-glass-mcp"
]
}
}
} 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.
- 19 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.
- 17 Sept 26 −3
- Stability: pass → 0.80 functional
- 16 Sept 26 +1
- Stability: 0.97 → pass security
- 14 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.
- 12 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.
- 10 Sept 26 −3
- Stability: pass → 0.80 functional
- 9 Sept 26 +1
- Stability: 0.97 → pass security
- 7 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 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 20 Sept 2026 · Analysed npm/looking-glass-mcp@3.1.1
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | npm |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | Sahib-Sawhney-WH/LookingGlass |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/Sahib-Sawhney-WH/LookingGlass/.github/workflows/publish.yml@refs/tags/v3.1.1 |
| Rekor log index | 1199806681 |
| Predicate type | https://slsa.dev/provenance/v1 |
| Subject digest | sha512:9b3b39e3f7cbd5960c9675d1f0a63a5d210c83f8039476a78152472a29aa0775e68586c0a954b4b0ffab47ae22221dec9e40e5914ae4a963f4e4ddf53 |
Background: How many MCP packages publish verified provenance →
Vulnerabilities 1 finding
| ID | CVE | Severity | Vector | Fix available |
|---|---|---|---|---|
| GHSA-w5hq-g745-h8pq | CVE-2026-41907 | high | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:H/A:N | yes |
Background: What a vulnerability scan can and cannot prove →
Dependencies 100 packages
| Packages resolved | 100 |
|---|---|
| Deprecated | 1 |
| Stale | 32 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
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 →
browser_action_history ~23
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| last | number | – | Return only the last N entries (default: all) |
No output schema declared.
No examples provided.
browser_analyze_page ~7
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_clean_slate ~7
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_clear_history ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_clear_mocks ~7
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_clear_storage ~16
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| type | string | yes | What to clear |
No output schema declared.
No examples provided.
browser_click ~18
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| selector | string | yes | CSS selector or text to click |
No output schema declared.
No examples provided.
browser_close ~22
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| tabId | string | – | Tab ID to close (defaults to active tab) |
No output schema declared.
No examples provided.
browser_console_messages ~36
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| clear | boolean | – | Clear messages after reading |
| type | string | – | Filter by message type: log, error, warning, info |
No output schema declared.
No examples provided.
browser_diagnose ~41
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| error | string | – | Error message to diagnose (or leave empty for general diagnostics) |
| selector | string | – | CSS selector of the element involved in the error |
No output schema declared.
No examples provided.
browser_diff_state ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_drag ~31
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| sourceSelector | string | yes | CSS selector of drag source |
| targetSelector | string | yes | CSS selector of drop target |
No output schema declared.
No examples provided.
browser_error_report ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_evaluate ~22
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| script | string | yes | JavaScript code to execute in the browser context |
No output schema declared.
No examples provided.
browser_explore ~61
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| maxDepth | number | – | Maximum link depth to follow (default: 3) |
| maxPages | number | – | Maximum pages to crawl (default: 20) |
| stayWithinPath | boolean | – | Only crawl within the current URL path (default: false) |
No output schema declared.
No examples provided.
browser_extract ~53
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| fields | object | yes | Schema: field name → type |
| hint | string | – | Hint to narrow extraction region (e.g. "product listings") |
| limit | number | – | Max items to extract (default: 50) |
No output schema declared.
No examples provided.
browser_fill_and_submit ~45
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| fields | object | yes | Map of field selector or label → value to fill |
| submitSelector | string | – | CSS selector or text of submit button (auto-detected if omitted) |
No output schema declared.
No examples provided.
browser_get_cookies ~18
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | – | Filter cookies by URL |
No output schema declared.
No examples provided.
browser_get_localstorage ~23
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| key | string | – | Specific key to retrieve (or omit for all) |
No output schema declared.
No examples provided.
browser_go ~30
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| intent | string | yes | Where to navigate (e.g. "settings page", "user profile", "billing section") |
No output schema declared.
No examples provided.
browser_go_back ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_go_forward ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_health_check ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_hover ~17
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| selector | string | yes | CSS selector to hover over |
No output schema declared.
No examples provided.
browser_list_mocks ~7
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_login ~90
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| password | string | yes | Password |
| passwordSelector | string | – | CSS selector for password field (auto-detected if omitted) |
| submitSelector | string | – | CSS selector for submit button (auto-detected if omitted) |
| url | string | yes | Login page URL |
| username | string | yes | Username or email |
| usernameSelector | string | – | CSS selector for username field (auto-detected if omitted) |
No output schema declared.
No examples provided.
browser_mock_route ~68
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| body | string | – | Response body (default: {}) |
| contentType | string | – | Content-Type header (default: application/json) |
| status | number | – | HTTP status code (default: 200) |
| urlPattern | string | yes | URL pattern to mock (e.g., /api/users) |
No output schema declared.
No examples provided.
browser_navigate ~17
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | URL to navigate to |
No output schema declared.
No examples provided.
browser_network_requests ~46
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| clear | boolean | – | Clear requests after reading |
| method | string | – | Filter by HTTP method (GET, POST, etc.) |
| urlPattern | string | – | Filter by URL substring |
No output schema declared.
No examples provided.
browser_performance_audit ~8
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_press_key ~28
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| key | string | yes | Key to press (e.g., Enter, Tab, Escape, ArrowDown) |
No output schema declared.
No examples provided.
browser_recover ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_resolve_element ~33
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | Natural language description of the element (e.g., "the Submit button", "email input field") |
No output schema declared.
No examples provided.
browser_screenshot ~54
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| fullPage | boolean | – | Capture full page (default: viewport only) |
| savePath | string | – | Custom save path (default: auto-generated in sessions dir) |
| selector | string | – | CSS selector to screenshot specific element |
No output schema declared.
No examples provided.
browser_scroll ~43
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| direction | string | – | Scroll direction |
| pixels | number | – | Number of pixels to scroll (default 300) |
| selector | string | – | CSS selector to scroll into view |
No output schema declared.
No examples provided.
browser_select_option ~29
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| selector | string | yes | CSS selector of the select element |
| value | string | yes | Value to select |
No output schema declared.
No examples provided.
browser_set_cookie ~46
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| domain | string | – | Cookie domain |
| name | string | yes | Cookie name |
| path | string | – | Cookie path (default: /) |
| value | string | yes | Cookie value |
No output schema declared.
No examples provided.
browser_set_localstorage ~25
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| key | string | yes | Storage key |
| value | string | yes | Storage value |
No output schema declared.
No examples provided.
browser_smart_click ~34
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | Natural language description of what to click (e.g., "the login button", "Sign Up link") |
No output schema declared.
No examples provided.
browser_snapshot ~5
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_snapshot_state ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_suggest_actions ~7
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_tab_list ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
browser_tab_new ~19
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | – | URL to open in new tab |
No output schema declared.
No examples provided.
browser_tab_select ~27
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| tabId | string | yes | Tab ID to switch to (first 8 chars or full UUID) |
No output schema declared.
No examples provided.
browser_type ~31
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| selector | string | yes | CSS selector of the input element |
| value | string | yes | Text to type into the element |
No output schema declared.
No examples provided.
browser_wait_for ~51
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| condition | string | yes | What to wait for (e.g. "search results loaded", "spinner disappears", "URL contains /dashboard") |
| timeout | number | – | Timeout in ms (default: 15000) |
No output schema declared.
No examples provided.
browser_wait_until_stable ~44
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| checkSpinners | boolean | – | Check for loading spinners (default: true) |
| timeout | number | – | Max wait time in ms (default: 15000) |
No output schema declared.
No examples provided.
browser_workflow ~6
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
session_end ~5
No description provided.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
What is the io.github.Sahib-Sawhney-WH/looking-glass-mcp server?
io.github.Sahib-Sawhney-WH/looking-glass-mcp is listed in the public MCP registry as io.github.Sahib-Sawhney-WH/looking-glass-mcp. AI-native browser for agents. 71 tools with self-healing, semantic extraction, vault CLI. This page covers its npm package (looking-glass-mcp).
Is the io.github.Sahib-Sawhney-WH/looking-glass-mcp server safe to use?
io.github.Sahib-Sawhney-WH/looking-glass-mcp scores 70 out of 100 on VerifyMCP. We recorded 1 known advisory against it as of 20 September 2026. It declares no install or post-install scripts. Its build provenance is signed and verified. 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 io.github.Sahib-Sawhney-WH/looking-glass-mcp server expose?
io.github.Sahib-Sawhney-WH/looking-glass-mcp exposes 71 tools: browser_navigate, browser_go_back, browser_go_forward, browser_click, browser_type, and 66 more. Their descriptions and schemas cost roughly 1,870 tokens of context every time the server is loaded.
Is the io.github.Sahib-Sawhney-WH/looking-glass-mcp server still maintained?
io.github.Sahib-Sawhney-WH/looking-glass-mcp is still listed as active in the MCP registry. We last reached this channel on 20 September 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 io.github.Sahib-Sawhney-WH/looking-glass-mcp server under?
io.github.Sahib-Sawhney-WH/looking-glass-mcp declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.