io.github.pucilpet/crawlgraph-mcp
MCPB · CRAWLGRAPH-MCP.MCPB · SCANNED AUG 3
Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).
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 Security13
- Malware scan not yet available for this package.Unverified
- CVE data not yet available for this package.Unverified
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (122 of 124), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
- 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
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability77
- AI-judged instruction clarity (excellent).Pass
- Tool/resource definitions use about 458 tokens (~114/item across 4 items; 4 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management23
- Stability observed for 7 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
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
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.
mcpb · crawlgraph-mcp.mcpb
Download bundleEvery 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 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.
- 2 Aug 26 +18
- Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window). security
- Dependency health: unverified → partial ▲ functional
- Stability: unverified → 0.20 ▲ functional
- Schema quality: unverified → excellent ▲ functional
- MCP protocol: unverified → pass ▲ functional
- Maintenance: unverified → pass ▲ functional
- 1 Aug 26 −1
- Maintenance: pass → unverified ▼ functional
- 31 Jul 26 −9
- 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 mcpb/https://github.com/pucilpet/crawlgraph-mcp/releases/download/v0.2.2/crawlgraph-mcp.mcpb
Provenance none
Ecosystem: mcpb · Outcome: none
Dependencies 122 packages
122 packages in the resolved dependency tree · 122 deprecated · 35 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.
backlinks Backlink lookup ~137
Look up referring domains (backlinks) for a single target domain from the Common Crawl webgraph. Returns each linking domain with host count and CrawlGraph authority score, plus the target's own authority/rank. Costs one backlinks call against the monthly quota (1,000/mo on lifetime).
| Name | Type | Req | Description |
|---|---|---|---|
| domain | string | yes | Target domain, e.g. 'stripe.com'. |
| limit | integer | — | Max rows (1..10000, default 1000). |
| release_id | string | — | Common Crawl release id (defaults to latest; see the releases tool). |
| sort | string | — | 'authority' (default) or 'hosts'. |
| Name | Type | Req | Description |
|---|---|---|---|
| cg_authority | number|null | yes | — |
| cg_rank | number|null | yes | — |
| domain | string | yes | — |
| release_id | string | yes | — |
| release_label | string | yes | — |
| results | array | yes | — |
| returned | number | yes | — |
| total_linking_domains | number | yes | — |
No examples provided.
gap_analysis Competitor backlink gap analysis ~103
Run a competitor backlink gap analysis: find domains that link to one or more of your competitors but NOT to you. Submits an async job and polls until done (usually 5-30s). Returns every gap with `found_on` listing which competitors each domain links to. Costs one gap job against the monthly quota (50/mo on lifetime).
| Name | Type | Req | Description |
|---|---|---|---|
| competitor_domains | array | yes | 1 to 5 competitor domains. |
| my_domain | string | yes | Your domain. |
| Name | Type | Req | Description |
|---|---|---|---|
| competitor_domains | array | yes | — |
| gaps | array | yes | — |
| my_domain | string | yes | — |
| total_gaps | number | yes | — |
No examples provided.
gap_outreach_targets Outreach target finder ~178
The warm-outreach play. Runs a gap analysis, then ranks results: PRIORITY = domains linking to ALL your competitors but not you (publishers who cover your whole space and have never heard of you), SECONDARY = domains linking to 2+ competitors. Platform/CDN noise is filtered, top N priority targets are scored by authority. Use 2-3 competitors. Costs one gap job + one backlinks call per enriched target.
| Name | Type | Req | Description |
|---|---|---|---|
| competitor_domains | array | yes | 2 to 5 competitor domains (2-3 recommended). |
| enrich_top | integer | — | Authority-score the top N priority targets. Default 10; each costs one backlinks call. 0 disables. |
| include_platforms | boolean | — | Keep platform/CDN/social domains in the list. Default false. |
| my_domain | string | yes | Your domain. |
| Name | Type | Req | Description |
|---|---|---|---|
| authority_enriched | number | yes | — |
| competitor_domains | array | yes | — |
| my_domain | string | yes | — |
| platforms_filtered | number | yes | — |
| priority_targets | array | yes | — |
| secondary_targets | array | yes | — |
| total_gaps | number | yes | — |
No examples provided.
releases List Common Crawl releases ~40
List the Common Crawl releases the API can query. Does not count against any quota. Use a release `id` with the backlinks tool to query a specific snapshot.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| releases | array | yes | — |
No examples provided.