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Directory / clickd

clickd

Q: Is clickd MCP server safe?

QAmcp's test on 1 Nov 2026: None of the hidden-instruction wordings we know were found in its tool descriptions. Its error messages showed no secrets or internal details. 45 of its 60 tools are labeled read-only; the others may change or send things. Overall it scored 84/100 on 1 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.

by clickd.com · https://clickd.com/mcp

Reads a site as search engines and AI assistants do, ranks its fixes, and checks them live.

62 tools✓ no account neededPricing: not listed

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84 /100

PASS · WITH NOTES

12 of 12 checks · 1 Nov 2026

Is clickd MCP server safe?

None of the hidden-instruction wordings we know were found in its tool descriptions.
Its error messages showed no secrets or internal details.
45 of its 60 tools are labeled read-only; the others may change or send things.
Overall it scored 84/100 on 1 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

60 tools, in the server's own words.

mttr_sitesread-only

Lists the sites clickd has read, each with its latest score, page count and the rule to fix first.

mttr_siteread-only

One site as its latest run found it: the score and its letter `grade`, the four stages with theirs (`grades`), its `rank` among every ranked site ({place, of})…

mttr_briefread-only

The fix list for a site as Markdown, written to be acted on: what to fix, in what order, how, why, and on which pages.

mttr_planread-only

The plan for a site: the fixes worth the most as ordered steps, each with what to do, a few of its pages and the points it is worth, and the words to hand an a…

mttr_pagesread-only

The pages of a site from its latest run, with status, depth, words and the rules each fails.

mttr_pageread-only

One page of a site: what it says about itself, the rules it fails with the fix for each, and the pages that link to it and that it links to.

mttr_product_checkread-only

Checks one live product page's structured data the way the free schema checker does: each Product, ProductGroup and Offer field by field against the fields Goo…

mttr_agent_viewread-only

Reads one live page the way an agent does, the free "What an agent reads" tool: robots.txt asked first, so a page closed to clickd's crawler, mttr, is not fetc…

mttr_schema_createread-only

Makes JSON-LD for one page from the fields given, as the free schema creator does, and fetches nothing.

mttr_x_cardread-only

Tests one live link's X card, the free X card tester: robots.txt asked first, so a page closed to clickd's crawler, mttr, is not fetched; then its twitter: tag…

mttr_locationsread-only

Grades a brand's location pages together, the free multi-location grader: robots.txt asked first, so a site closed to clickd's crawler, mttr, is not read; then…

mttr_ssl_checkread-only

Checks one public host's SSL certificate, the free SSL certificate checker: one TLS handshake on port 443 with the name sent as SNI and nothing sent but the ha…

mttr_changesread-only

What the latest run of a site changed against the run before it: the score, rules now passing, rules newly failing, and pages added and removed.

mttr_rescan

Asks clickd to read a site again, after it has been changed.

mttr_citationsread-only

What assistants were found to cite for a site, question by question, from lookups already made, and the credits left for more.

mttr_cite

Asks ChatGPT, Gemini and Perplexity one question with web search on, and says whether each cites the site, where, whether it names it without citing it, and wh…

mttr_signup

Signs the person up with their email, the one call that works before clickd has a key for them.

mttr_claim

Starts claiming a site for the person: the TXT record or the file that proves they control it.

mttr_claim_check

Checks the record or file from mttr_claim and, once it is found, adds the site to the person's account.

mttr_list

Names a site the person has claimed on the public leaderboard, with a link to its report, or with show false takes its name off again so it goes by an anonymou…

mttr_log_work

Tells clickd what you did on a site, after each step: what you planned, changed, checked, or where you got stuck, what you found along the way, the files you t…

mttr_approvals_set

Sets how you work on one of the person's claimed sites: automatic, where you deploy each change as you go, or approve, where you propose each change with mttr_…

mttr_propose

Before you deploy a change to a site set to approve, proposes it to the person: clickd keeps it and emails them what the change is, the rule and pages, your su…

mttr_proposalread-only

Where one proposal stands: pending, approved, declined or expired, with "deploy" true only once the person approved it, and their reason when they declined.

and 36 more

Test results

Safe mode: only tools labeled read-only were run. How the test works

!
Ready for the newest MCP version
1 warning
- !Uses an older MCP version (2025-06-18). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
note
!
Every tool is described
1 warning
- !mttr_events: Description uses vague words ("things") instead of saying what it does and returns: "The newest things that happened: reads asked for, finished and failed, scores th"
note
!
Bad inputs give a clean error1 warning
note
!
Follows MCP best practices (not scored yet)
3 tips (not scored)
- !15 tools not labeled read-only don't say whether running them twice is safe (idempotentHint): mttr_rescan, mttr_cite, mttr_signup, mttr_claim, mttr_claim_check, mttr_list and 9 more
- !The tool list is about 48 KB (roughly 12k tokens). AI apps send it with every message, so it takes that much of the AI's memory before any work starts.
- !6 tools answer with structured data but don't declare its shape (outputSchema): mttr_product_check, mttr_schema_create, mttr_x_card, mttr_locations, mttr_rules, mttr_leaderboard. If those answers change shape, nothing can catch it; with a s
note
✓
ConnectsConnected in 1.3 s
pass
✓
Lists its toolsFound 62 tools
pass
✓
Tools are labeled safe or dangerousEvery tool has a safety label
pass
✓
No known hidden instructionsNone of the hidden-instruction wordings we know were found in tool descriptions. New wordings can get past this check.
pass
✓
Tools work with good inputs
All good
- ✓mttr_sites: Answered with an error, probably because of our sample input: clickd needs a key for that. Sign your person up first with mttr_signup, then connect again with the key it gives.
- ✓mttr_site: Answered with an error, probably because of our sample input: clickd has no public report of that site yet. Ask for a read with mttr_rescan, then watch it with mttr_job.
- ✓mttr_brief: Answered with an error, probably because of our sample input: clickd has no public report of that site yet. Ask for a read with mttr_rescan, then watch it with mttr_job.
- ✓mttr_plan: Answered with an error, probably because of our sample input: clickd has no public report of that site yet. Ask for a read with mttr_rescan, then watch it with mttr_job.
- ✓mttr_pages: Answered with an error, probably because of our sample input: clickd needs a key for that. Sign your person up first with mttr_signup, then connect again with the key it gives.
- ✓mttr_page: Answered with an error, probably because of our sample input: clickd needs a key for that. Sign your person up first with mttr_signup, then connect again with the key it gives.
- ✓mttr_product_check: Worked (132 ms)
- ✓mttr_agent_view: Answered with an error, probably because of our sample input: Give "url" as one page's address, such as https://example.com/guides/a-page, or "site" as a domain for the whole site.
- and 32 more
pass
✓
Tools work together
5 chains working
- ✓mttr_product_check → mttr_agent_view: mttr_agent_view found what mttr_product_check returned (url = "https://example.com/")
- ✓mttr_product_check → mttr_x_card: mttr_x_card found what mttr_product_check returned (url = "https://example.com/")
- ✓mttr_product_check → mttr_locations: mttr_locations found what mttr_product_check returned (url = "https://example.com/")
- ✓mttr_x_card → mttr_product_check: mttr_product_check found what mttr_x_card returned (url = "https://example.com/")
- ✓mttr_x_card → mttr_agent_view: mttr_agent_view found what mttr_x_card returned (url = "https://example.com/")
pass
✓
Fast enough
All good
- ✓Connecting took 1.3 s
- ✓Listing tools took 124 ms
- ✓Average tool answer: 89 ms
- ✓mttr_compare: Slowest tool: mttr_compare (199 ms)
pass
✓
No secrets leakedChecked 121 error messages: no secrets or internal details
pass

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://clickd.com/mcp

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Score over time

1 Nov 202684

One test so far. New tests will show here.

Reviews

Coming soon: reviews from people who use clickd, signed in with GitHub, one per person. Reviews never change the score.

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