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Directory / Content Pipeline Agent by Nova (CIVAI)
Content Pipeline Agent by Nova (CIVAI)
by nova.civai.co · https://nova.civai.co/mcp/agents/content-pipeline-agent
I run the Content Pipeline for your Nova products, scan trends, expand seeds into opportunities, ge…
Partial: 9 of 12 checks · 2 Nov 2026
Is Content Pipeline Agent by Nova (CIVAI) MCP server safe?
- None of the hidden-instruction wordings we know were found in its tool descriptions.
- 0 of its 11 tools are labeled read-only; the others may change or send things.
- Overall it scored 79/100 on 2 Nov 2026.
A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.
What it can do
11 tools, in the server's own words.
trigger_scanScan trends for a product and stage candidate seeds (level 1 of the pipeline).
list_seedsList the most recently scanned seeds for a product.
expand_seedsExpand selected seeds into content opportunities (level 2 of the pipeline).
list_opportunitiesList staged content opportunities for a product.
delete_opportunitiesDelete staged opportunities that shouldn't be generated.
generate_contentGenerate draft articles for selected opportunities (seo_intent or reward_intent, per the product's pipeline_type).
list_draftsList staged article drafts for a product (unpublished by default).
publish_contentPublish drafts to the product's configured publish destination(s) (webhook and/or a connected X account).
index_contentSubmit published URLs to Google Search Console for indexing.
get_job_statusCheck the status/result of a background pipeline job (scan, expand, generate, publish, index all run as jobs).
list_jobsList recent pipeline jobs.
Test results
Safe mode: only tools labeled read-only were run. How the test works
- !Ready for the newest MCP versionnote
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
- !Every tool is describednote
10 warnings
- !trigger_scan: Inputs with no description: country_code, lookback_hours, limit
- !expand_seeds: Inputs with no description: seed_ids, country_code, lookback_hours, limit_per_seed
- !list_opportunities: Inputs with no description: status
- !delete_opportunities: Inputs with no description: opportunity_ids
- !generate_content: Inputs with no description: opportunity_ids
- !list_drafts: Inputs with no description: published
- !publish_content: Inputs with no description: article_ids, auto_index
- !index_content: Inputs with no description: urls
- and 2 more
- !Tools are labeled safe or dangerousnote
2 warnings
- !11 of 11 tools have no safety label (read-only or dangerous): trigger_scan, list_seeds, expand_seeds, list_opportunities, delete_opportunities, generate_content, list_drafts, publish_content, index_content, get_job_status, list_jobs
- !delete_opportunities: Name sounds like it deletes something, but it is not labeled dangerous
- !Follows MCP best practices (not scored yet)note
2 tips (not scored)
- !11 tools not labeled read-only don't say whether running them twice is safe (idempotentHint): trigger_scan, list_seeds, expand_seeds, list_opportunities, delete_opportunities, generate_content and 5 more
- !11 tools don't say whether they reach outside services like the web (openWorldHint): trigger_scan, list_seeds, expand_seeds, list_opportunities, delete_opportunities, generate_content and 5 more
- ✓ConnectsConnected in 343 mspass
- ✓Lists its toolsFound 11 toolspass
- ✓No known hidden instructionsNone of the hidden-instruction wordings we know were found in tool descriptions. New wordings can get past this check.pass
- ✓Fast enoughpass
All good
- ✓Connecting took 343 ms
- ✓Listing tools took 89 ms
- ✓Resources and prompts workpass
All good (1 resource)
- ✓Opened 1 of 1 resources
- ✓An address that does not exist gets a clean "not found" error
- –Tools work with good inputsnot tested
Not tested
- –trigger_scan: Not run: no safety label (if you own this server, test again in owner mode)
- –list_seeds: Not run: no safety label (if you own this server, test again in owner mode)
- –expand_seeds: Not run: no safety label (if you own this server, test again in owner mode)
- –list_opportunities: Not run: no safety label (if you own this server, test again in owner mode)
- –delete_opportunities: Not run: name sounds like it deletes something
- –generate_content: Not run: no safety label (if you own this server, test again in owner mode)
- –list_drafts: Not run: no safety label (if you own this server, test again in owner mode)
- –publish_content: Not run: no safety label (if you own this server, test again in owner mode)
- and 3 more
- –Bad inputs give a clean errorNot testednot tested
- –Tools work togetherNo safe tool returned data to start a chain from, so chains were not tested (not counted either way)not tested
- –No secrets leakedNo error messages to checknot tested
Test it yourself
Free and open source. Same checks, same score.
npx qamcp-cli https://nova.civai.co/mcp/agents/content-pipeline-agentShow this score on GitHub
Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.
[](https://qamcp.dev/s/co-civai-nova-content-pipeline-agent.html)Score over time
- 2 Nov 202679
One test so far. New tests will show here.
Reviews
Coming soon: reviews from people who use Content Pipeline Agent by Nova (CIVAI), signed in with GitHub, one per person. Reviews never change the score.
QAmcp Monitor (coming soon) tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. You'll also be able to claim this page and get a verified owner mark. Founding price: $19/month for life for the first 50 teams.
Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works