io.github.ilo415/research
NPM · ILO415-RESEARCH-MCP · SCANNED AUG 3
AI research for agents. Company intel, competitor analysis, web scraping, topic dives. Pay via MPP.
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 →
Supply Chain Security86
- No malware found by supply-chain analysis.Pass
- Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.Partial
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency19
- Repository check failed: the declared repository URL returned HTTP 404. See how to fix → View diagnostics → Fail
- 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 42 days ago).Pass
- Security-disclosure policy not yet verified: we couldn't inspect the source repository.Unverified
Schema Quality & AI Usability51
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 264 tokens (~44/item across 6 items; 6 tools + 0 resources), lean.Pass
- 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 Coverage86
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 58% of tool parameters carry a description.Partial
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.
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 · ilo415-research-mcp
claude mcp add ilo415-research -- npx -y ilo415-research-mcp
codex mcp add ilo415-research -- npx -y ilo415-research-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"ilo415-research": {
"type": "local",
"command": [
"npx",
"-y",
"ilo415-research-mcp"
],
"enabled": true
}
}
} openclaw mcp add ilo415-research --command npx --arg -y --arg ilo415-research-mcp
mcp_servers:
ilo415-research:
command: "npx"
args: ["-y", "ilo415-research-mcp"] {
"mcpServers": {
"ilo415-research": {
"command": "npx",
"args": [
"-y",
"ilo415-research-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.
- 2 Aug 26 +39
- Provenance: unverified → fail ▼ security
- Install scripts: unverified → pass ▲ security
- Known CVEs: unverified → partial ▲ security
- Malware scan: unverified → pass ▲ security
- Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window). security
- License: unverified → pass ▲ functional
- Schema quality: unverified → fair ▲ functional
- Dependency health: unverified → partial ▲ functional
- Maintenance: unverified → pass ▲ functional
- MCP protocol: unverified → pass ▲ functional
- Licence: MIT functional
- 1 Aug 26 +14
- Tool coverage: unverified → 100 ▲ functional
- 31 Jul 26 −38
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 27 Jul 26 38
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 3 Aug 2026 · Analysed npm/[email protected]
Provenance none
Ecosystem: npm · Outcome: none
Dependencies 94 packages
94 packages in the resolved dependency tree · 94 deprecated · 29 stale.
The dependency tree was only partially resolved, so these counts may be incomplete.
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.
research_company ~51
Research a company: overview, key facts, recent news, market position, competitors.
| Name | Type | Req | Description |
|---|---|---|---|
| max_results | number | — | Max key findings (default 5) |
| query | string | yes | Company name to research |
No output schema declared.
No examples provided.
research_competitor ~46
Competitive analysis: market landscape, side-by-side comparison, positioning.
| Name | Type | Req | Description |
|---|---|---|---|
| max_results | number | — | — |
| query | string | yes | Company, product, or market to analyze |
No output schema declared.
No examples provided.
research_industry ~44
Industry/market analysis: market size, key players, trends, regulatory landscape.
| Name | Type | Req | Description |
|---|---|---|---|
| max_results | number | — | — |
| query | string | yes | Industry or market name |
No output schema declared.
No examples provided.
research_person ~42
Person profile: background, career, education, achievements, public presence.
| Name | Type | Req | Description |
|---|---|---|---|
| max_results | number | — | — |
| query | string | yes | Person's name to research |
No output schema declared.
No examples provided.
research_scrape ~42
Extract and summarize content from a URL or subject.
| Name | Type | Req | Description |
|---|---|---|---|
| max_results | number | — | — |
| query | string | yes | URL or subject to extract/summarize |
No output schema declared.
No examples provided.
research_topic ~39
General topic research: context, facts, recent developments, perspectives.
| Name | Type | Req | Description |
|---|---|---|---|
| max_results | number | — | — |
| query | string | yes | Topic to research |
No output schema declared.
No examples provided.