com.mambabuilt/mcp-ai-tooling-detector
NPM · @MAMBALABSDEV/MCP-AI-TOOLING-DETECTOR · SCANNED SEP 22
Detect whether a company declares, deploys, or charges for AI, with evidence.
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 Security98
- 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
- 31 of 96 dependencies flagged as unhealthy. View diagnostics → Partial
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 30 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability72
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 396 tokens (~396/item across 1 items; 1 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 Management97
- Stability observed for 29 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
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
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 1 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 1 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 com.mambabuilt/mcp-ai-tooling-detector server?
com.mambabuilt/mcp-ai-tooling-detector runs locally as an npm package, launched with npx -y @mambalabsdev/mcp-ai-tooling-detector. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · @mambalabsdev/mcp-ai-tooling-detector
claude mcp add com-mambabuilt-mcp-ai-tooling-detector -- npx -y @mambalabsdev/mcp-ai-tooling-detector
{
"mcpServers": {
"com-mambabuilt-mcp-ai-tooling-detector": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-ai-tooling-detector"
]
}
}
} {
"servers": {
"com-mambabuilt-mcp-ai-tooling-detector": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-ai-tooling-detector"
]
}
}
} codex mcp add com-mambabuilt-mcp-ai-tooling-detector -- npx -y @mambalabsdev/mcp-ai-tooling-detector
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"com-mambabuilt-mcp-ai-tooling-detector": {
"type": "local",
"command": [
"npx",
"-y",
"@mambalabsdev/mcp-ai-tooling-detector"
],
"enabled": true
}
}
} openclaw mcp add com-mambabuilt-mcp-ai-tooling-detector --command npx --arg -y --arg @mambalabsdev/mcp-ai-tooling-detector
mcp_servers:
com-mambabuilt-mcp-ai-tooling-detector:
command: "npx"
args: ["-y", "@mambalabsdev/mcp-ai-tooling-detector"] {
"McpServers": {
"com-mambabuilt-mcp-ai-tooling-detector": {
"Transport": "stdio",
"Command": "npx",
"Arguments": [
"-y",
"@mambalabsdev/mcp-ai-tooling-detector"
]
}
}
} assistant mcp add com-mambabuilt-mcp-ai-tooling-detector -t stdio -c npx -a -y @mambalabsdev/mcp-ai-tooling-detector
{
"mcpServers": {
"com-mambabuilt-mcp-ai-tooling-detector": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-ai-tooling-detector"
]
}
}
} 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.
- 22 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 20 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.
- 19 Sept 26 −2
- Stability: pass → 0.87 functional
- 18 Sept 26 0
- Stability: 0.97 → pass security
- 17 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 15 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.
- 13 Sept 26 −2
- Stability: pass → 0.83 functional
- 12 Sept 26 0
- Stability: 0.97 → pass security
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 22 Sept 2026 · Analysed npm/@mambalabsdev/mcp-ai-tooling-detector@1.2.0
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | npm |
Background: How many MCP packages publish verified provenance →
Dependencies 96 packages
| Packages resolved | 96 |
|---|---|
| Stale | 31 |
| 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 →
detect_ai_tooling Detect AI Tooling ~396
Given a company domain, determine how far that company has actually gone with AI. Returns an ai_maturity tier of none, declared (says AI but nothing observable is running), deployed (AI tooling is live on the site), or commercialized (the pricing page charges for AI via credits, tokens, an add-on, an AI-named plan, or a per-outcome price). Also returns the detected AI vendors and categories, validated llms.txt status, robots.txt AI-crawler policy, and the quotable evidence strings behind the verdict. A domain behind a bot challenge comes back with blocked=true at low confidence rather than as a false negative. Public data only, no login. Returns flat Clay-ready JSON. Read-only; requires an APIFY_TOKEN and consumes Apify credits per domain analyzed.
| Name | Type | Req | Description |
|---|---|---|---|
| check_pricing | boolean | – | Fetch and score the pricing page. Default true. Setting this false is faster but caps the result at 'deployed', because 'commercialized' can only be proven on a pricing page. |
| domain | string | – | A single company domain, e.g. intercom.com. Provide either domain or domains. |
| domains | array | – | Batch mode: several company domains analyzed in one call. Takes precedence over domain. |
| request_timeout_ms | integer | – | Per-request timeout in milliseconds. 3000 to 20000. Default: 9000. |
| skipCache | boolean | – | Force a fresh analysis and ignore the 7 day result cache. |
| vendors | array | – | Report only these AI vendors, which turns the actor into competitive intelligence for any one of the 52 fingerprinted tools. Detection is unchanged either way, so a filtered call costs the same. The… |
No output schema declared.
No examples provided.
What is the com.mambabuilt/mcp-ai-tooling-detector server?
com.mambabuilt/mcp-ai-tooling-detector is listed in the public MCP registry as com.mambabuilt/mcp-ai-tooling-detector. Detect whether a company declares, deploys, or charges for AI, with evidence. This page covers its npm package (@mambalabsdev/mcp-ai-tooling-detector).
Is the com.mambabuilt/mcp-ai-tooling-detector server safe to use?
com.mambabuilt/mcp-ai-tooling-detector scores 84 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 22 September 2026. It declares no install or post-install scripts. 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 com.mambabuilt/mcp-ai-tooling-detector server expose?
com.mambabuilt/mcp-ai-tooling-detector exposes 1 tool: detect_ai_tooling. Their descriptions and schemas cost roughly 396 tokens of context every time the server is loaded.
Is the com.mambabuilt/mcp-ai-tooling-detector server still maintained?
com.mambabuilt/mcp-ai-tooling-detector is still listed as active in the MCP registry. We last reached this channel on 22 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 com.mambabuilt/mcp-ai-tooling-detector server under?
com.mambabuilt/mcp-ai-tooling-detector declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.