com.mambabuilt/mcp-lookalike-company-finder
NPM · @MAMBALABSDEV/MCP-LOOKALIKE-COMPANY-FINDER
Companies similar to seed domains, ranked by a 0 to 100 similarity score with evidence.
Available components
Last scanned (1 hour ago)
Scores higher than 30% of npm servers
Category CRM and Sales
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 Security48
- Malware scan not yet available for this package.Unverified
- No known CVEs affecting this package version or its production dependencies.Pass
- No install/post-install scripts declared.Pass
- 30 of 92 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 0 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability60
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 491 tokens (~491/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 Management33
- Stability observed for 10 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
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.
- 5 Nov 26 −11
- Malware scan: pass → unverified ▼ security
- Stability: unverified → 0.33 ▲ functional
- Package version: 1.0.0 → 1.0.1 functional
- 27 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 26 Oct 26 53
First indexed and scored.
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 5 Nov 2026 · Analysed npm/@mambalabsdev/mcp-lookalike-company-finder@1.0.1
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 92 packages
| Packages resolved | 92 |
|---|---|
| Stale | 30 |
| 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 →
find_lookalike_companies Find lookalike companies ~491
Find companies similar to one to ten seed company domains (your best customers or a competitor). Returns lookalike companies ranked by a 0 to 100 similarity score with the evidence: score_breakdown_json (shared homepage words, search mentions, named in a comparison, shared tools, business model match, Reddit co-mention, shared marketplaces), found_via, shared_keywords, tech_detected, has_pricing_page, and homepage title, plus one free seed summary row. Candidates come from alternatives, vs, and competitors search result pages and the products list articles name; review sites, list articles, and media are never returned. use_classifier (default true), use_reddit, and use_marketplaces start Mamba Labs actors as child runs that Apify bills to your account at their own prices. A run that does not succeed is returned as an error with its run ID. Read-only; requires an APIFY_TOKEN; Apify charges per lookalike company returned.
| Name | Type | Req | Description |
|---|---|---|---|
| classify_top_n | string | – | Top candidates the business model check reads, 1 to 50. Default 15. |
| exclude_domains | array | – | Domains never to return, for example your own and your current customers. |
| max_charge_usd | string | – | Optional. The run stops before any row that would take its charges over this amount. Child runs are billed by their own actors. |
| max_results | string | – | Lookalike companies returned, best first, 1 to 100. Each one is billed. Default 25. |
| min_score | string | – | Only companies scoring at least this, 0 to 100. Default 20. |
| seed_domain | string | – | One seed domain. Used together with seed_domains. |
| seed_domains | array | – | One to ten seed company domains, for example smartlead.ai. |
| use_classifier | string | – | Run Mamba Labs Website Phrase and Business Model Classifier on the seeds and top candidates (child run billed at its own price). Default true. |
| use_marketplaces | string | – | Run Mamba Labs Integration and Marketplace Presence Mapper on the seeds and top candidates (child run billed at its own price). Default false. |
| use_reddit | string | – | Run Mamba Labs B2B Reddit Conversation Monitor on each seed for co-mentions (child run billed at its own prices). Default false. |
No output schema declared.
No examples provided.
How do I install the com.mambabuilt/mcp-lookalike-company-finder server?
com.mambabuilt/mcp-lookalike-company-finder runs locally as an npm package, launched with npx -y @mambalabsdev/mcp-lookalike-company-finder. 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-lookalike-company-finder
claude mcp add com-mambabuilt-mcp-lookalike-company-finder -- npx -y @mambalabsdev/mcp-lookalike-company-finder
What is the com.mambabuilt/mcp-lookalike-company-finder server?
com.mambabuilt/mcp-lookalike-company-finder is listed in the public MCP registry as com.mambabuilt/mcp-lookalike-company-finder. Companies similar to seed domains, ranked by a 0 to 100 similarity score with evidence. This page covers its npm package (@mambalabsdev/mcp-lookalike-company-finder).
Is the com.mambabuilt/mcp-lookalike-company-finder server safe to use?
com.mambabuilt/mcp-lookalike-company-finder scores 57 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 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-lookalike-company-finder server expose?
com.mambabuilt/mcp-lookalike-company-finder exposes 1 tool: find_lookalike_companies. Their descriptions and schemas cost roughly 491 tokens of context every time the server is loaded.
Is the com.mambabuilt/mcp-lookalike-company-finder server still maintained?
com.mambabuilt/mcp-lookalike-company-finder is still listed as active in the MCP registry. We last reached this channel on 5 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 com.mambabuilt/mcp-lookalike-company-finder server under?
com.mambabuilt/mcp-lookalike-company-finder declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.