Scrapecreators
NPM · @PIPEWORX/MCP-SCRAPECREATORS · 2 COMPONENTS
ScrapeCreators MCP — wraps the ScrapeCreators social-media + ad-library scraping API…
Available components
Last scanned (9 hours ago)
Scores higher than 62% of npm servers
Category Web Scraping
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 Security100
- 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
- No production dependencies, so there is no dependency health to assess. View diagnostics → Pass
Provenance & Transparency97
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to pipeworx-io/mcp-scrapecreators). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 0 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability63
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 867 tokens (~216/item across 4 items; 4 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 Management0
- Stability observed for 0 of 30 days with no destabilising changes; credit accrues until the full window elapses.Unverified
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 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 5 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
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.
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 79
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/@pipeworx/mcp-scrapecreators@0.2.1
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 | pipeworx-io/mcp-scrapecreators |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/pipeworx-io/mcp-scrapecreators/.github/workflows/publish.yml@refs/heads/main |
| Rekor log index | 3692338488 |
| Predicate type | SLSA build provenance https://slsa.dev/provenance/v1 |
| Subject digest | sha512:f4c5d005e370659bb55281010c162e7ee75a21f940c757cdefb935e5560ecd0ba1c8eb843480e48198cf4ab229b77ccf37744ab4e1de6a817bc084e27 |
Background: How many MCP packages publish verified provenance →
Dependencies 0 packages
| Packages resolved | 0 |
|---|---|
| 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 →
scrapecreators_facebook_ads ~279
Search the Facebook / Meta Ad Library by keyword or advertiser and return active ad creatives: advertiser page, ad body text, media, platforms, run dates, and active status. Example: scrapecreators_facebook_ads({ query: "running shoes", country: "US", _apiKey: "your-key" })
| Name | Type | Req | Description |
|---|---|---|---|
| _apiKey | string | yes | ScrapeCreators API key (sign up at https://app.scrapecreators.com) |
| ad_type | string | – | Ad type filter, e.g. "ALL", "POLITICAL_AND_ISSUE_ADS" (optional) |
| country | string | – | 2-letter country code to scope the search, e.g. "US" (default ALL) |
| cursor | string | – | Pagination cursor returned in a previous response (optional) |
| media_type | string | – | Media type filter, e.g. "IMAGE", "VIDEO", "ALL" (default ALL) |
| query | string | yes | Keyword or advertiser/page name to search for, e.g. "running shoes" or "Nike" |
| search_type | string | – | Match mode, e.g. "keyword_unordered" or "keyword_exact_phrase" (optional) |
| status | string | – | Ad status filter: "ACTIVE", "INACTIVE", or "ALL" (default ACTIVE) |
No output schema declared.
No examples provided.
scrapecreators_instagram_posts ~140
Get recent posts for an Instagram user: captions, media URLs, like/comment/play counts, and permalinks. Pass the Instagram username/handle. Use next_max_id to paginate. Example: scrapecreators_instagram_posts({ username: "nike", _apiKey: "your-key" })
| Name | Type | Req | Description |
|---|---|---|---|
| _apiKey | string | yes | ScrapeCreators API key (sign up at https://app.scrapecreators.com) |
| next_max_id | string | – | Pagination cursor returned as next_max_id in a previous response (optional) |
| username | string | yes | Instagram username/handle without the @, e.g. "nike" |
No output schema declared.
No examples provided.
scrapecreators_tiktok_profile ~159
Get a TikTok creator profile: bio, verification, follower/following/like/video counts, and engagement stats. Pass a TikTok handle/username (without the @) or a numeric user_id. Example: scrapecreators_tiktok_profile({ handle: "stoolpresidente", _apiKey: "your-key" })
| Name | Type | Req | Description |
|---|---|---|---|
| _apiKey | string | yes | ScrapeCreators API key (sign up at https://app.scrapecreators.com) |
| handle | string | – | TikTok handle/username without the @, e.g. "stoolpresidente" |
| user_id | string | – | TikTok numeric user ID (alternative to handle), e.g. "6659752019493208069" |
No output schema declared.
No examples provided.
scrapecreators_youtube_channel ~233
List videos for a YouTube channel with view counts, publish dates, durations, and URLs. Pass a channelId (UC...) or a channel handle. Sort by "latest" or "popular"; paginate with continuationToken. Example: scrapecreators_youtube_channel({ handle: "ThePatMcAfeeShow", _apiKey: "your-key" })
| Name | Type | Req | Description |
|---|---|---|---|
| _apiKey | string | yes | ScrapeCreators API key (sign up at https://app.scrapecreators.com) |
| channelId | string | – | YouTube channel ID, e.g. "UC-9-kyTW8ZkZNDHQJ6FgpwQ" |
| continuationToken | string | – | Pagination token returned as continuationToken in a previous response (optional) |
| handle | string | – | YouTube channel handle (alternative to channelId), e.g. "ThePatMcAfeeShow" |
| includeExtras | string | – | "true" to include likes, comments, and description per video (optional) |
| sort | string | – | Sort order: "latest" or "popular" (optional) |
No output schema declared.
No examples provided.
How do I install the Scrapecreators MCP server?
Scrapecreators runs locally as an npm package, launched with npx -y @pipeworx/mcp-scrapecreators. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · @pipeworx/mcp-scrapecreators
claude mcp add pipeworx-io-scrapecreators -- npx -y @pipeworx/mcp-scrapecreators
What is the Scrapecreators MCP server?
Scrapecreators is an MCP server listed in the public MCP registry as io.github.pipeworx-io/scrapecreators. ScrapeCreators MCP, wraps the ScrapeCreators social-media + ad-library scraping API… This page covers its npm package (@pipeworx/mcp-scrapecreators).
Is the Scrapecreators MCP server safe to use?
Scrapecreators scores 79 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. 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 Scrapecreators MCP server expose?
Scrapecreators exposes 4 tools: scrapecreators_tiktok_profile, scrapecreators_instagram_posts, scrapecreators_youtube_channel, scrapecreators_facebook_ads. Their descriptions and schemas cost roughly 811 tokens of context every time the server is loaded.
Is the Scrapecreators MCP server still maintained?
Scrapecreators 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 Scrapecreators MCP server under?
Scrapecreators declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.