MCP servers › io.github.dazhiyu0235 › ranklybee
MCP server · registry snapshot 2026-10-23 · last tested 2026-10-23
io.github.dazhiyu0235/ranklybee
SEO research, AI visibility, content, leads, and backlink workflows. Sign in with RanklyBee OAuth. — the publisher's description
Summary
io.github.dazhiyu0235/ranklybee is a remote MCP server listed in the official MCP registry at version 0.3.0. On 2026-10-23 ProtocolProbe connected to it in read-only mode and read its inventory: 194 tools, 0 resources and 0 prompts.
Record checks
1 of 2 record checks met · 7 do not apply
- met: Registry entry is active and says how to run it
- not met: Source repository link opens
- not applicable: Repository is not archived
- not applicable: Code pushed to the repository in the 90 days before our check
- not applicable: Repository publishes a security policy (SECURITY.md)
- not applicable: Package names its licence with a standard (SPDX) identifier
- not applicable: The version the registry lists can be installed and is not withdrawn
- not applicable: npm package carries build provenance (attestation)
- not applicable: No known critical or high advisory in the package or its dependencies
- Not ranked by downloads: a remote server publishes no download figure
- Not ranked by stars: no public GitHub repository
From public records, not a safety rating. Each check with its reason · Is it safe to install?
Key facts
- Runs
- remote (hosted by the publisher)
- Transport
- streamable HTTP
- Sign-in
- none needed to open a session
- Tools
- 194
- Described as changing data
- 102 of 194 toolsAI-classified
- Mainly works on
- accounts and data in outside web servicesAI-classified
- Topic
- commerce-and-marketingAI-classified
- Pricing
- paid-subscriptionAI-classified
- Last tested
- 2026-10-23
Observed fact
This server accepted a session without any credential and lists 65 tools whose name or declaration suggests they change data (create_backlink_submission, move_lead_stage, update_site_profile, update_content_brief_instructions, update_content_brief_keyword and 60 more). That is our reading of the names; we did not call them. Source: our connection, 2026-10-23.
Worth knowing before you connect it
- 102 tools are described as changing something (create_backlink_submission, record_backlink_submission_outcome, move_lead_stage, …): our AI model's reading of the descriptions, not something we tested, and the server opened a session without any credential. We did not call them.
Each line comes from a section below, with its source and date.
How fresh this is
- Live-tested
- yes, a real session (not a text-only review)
- Last tested
- 2026-10-23
- Mode
- read-only (no tool calls)
- Latest version
- 0.3.0, published 2026-10-20 (registry, as of the 2026-10-23 snapshot)
- First listed version
- 2026-10-20 (earliest version still in the registry; older removed versions would be earlier)
- Registry data
- snapshot 2026-10-23
- Package and repository
- checked 2026-10-23
- Engine
- mcp-runtime-engine@0.1.0 · sdk@1.32.0
Changes since the last refresh
New in the registry: not in the list of 2026-10-04, listed on 2026-10-23 with version 0.3.0 (published 2026-10-20).
Source: the official MCP Registry list on 2026-10-04 and on 2026-10-23.
What it is
What does this server offer?
Observed inventoryWhat it mainly works on, as our AI model read its tool descriptions: accounts and data in outside web services.
102 of 194 tools are described as changing something (creating, editing, deleting, sending or running). For 36 the reading was uncertain, so no mark is shown.
“List the signed-in user's Projects with their role and websites.”
Publisher declares: read-only yes · destructive no · open-world no
Takes no inputs.
- list_backlink_submission_projectsreads or searches
“List the signed-in user's Projects and their active Site details so the user can choose a target without knowing an internal Project ID.”
Publisher declares: read-only yes · destructive no · open-world no
Takes no inputs.
- get_backlink_submission_profilereads or searches
“Read the current active Site's backlink submission profile and readiness state.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 1 required
projectIdstringrequiredsiteIdstring
- list_backlink_submission_sourcesreads or searches
“List visible, available backlink sources that have a supported submission destination.”
Publisher declares: read-only yes · destructive no · open-world no
5 inputs, 1 required
projectIdstringrequiredsearchstringsourceTypestringpageintegerlimitinteger
- preflight_backlink_submissionreads or searches
“Check paid access, profile confirmation, source policy, inventory, duplicate backlinks, and daily capacity before creating a submission job.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredsourceIdstringrequired
- create_backlink_submissioncreates or changes datadescribed as changing data
“After user review and approval, create one idempotent submission job in waiting_human state.”
Publisher declares: read-only no · destructive no · open-world yes
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredsourceIdstringrequiredidempotencyKeystringrequired
- get_backlink_submissionreads or searches
“Read the current state and recorded outcome of a backlink submission job.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredjobIdstringrequired
- record_backlink_submission_outcomecreates or changes datadescribed as changing data
“Record the result after a user-approved browser interaction.”
Publisher declares: read-only no · destructive no · open-world yes
6 inputs, 3 required
projectIdstringrequiredjobIdstringrequiredstatusstringrequiredexternalUrlstring or nullexternalReferencestring or nullmessagestring or null
“List scored leads for a Project, newest first.”
Publisher declares: read-only yes · destructive no · open-world no
5 inputs, 1 required
projectIdstringrequiredsiteIdstringfiltersobjectpageintegerlimitinteger
“Read one lead with its score, evidence quote, reason, stage, and link.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredleadIdstringrequired
- list_lead_keywordsreads or searches
“List the monitoring keywords (search phrases and platforms) for a Project.”
Publisher declares: read-only yes · destructive no · open-world no
1 input, 1 required
projectIdstringrequired
- move_lead_stagecreates or changes datadescribed as changing data
“Move a lead to to_qualify, to_contact, in_conversation, or closed.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredleadIdstringrequiredstagestringrequired
Show 88 more tools
“List the websites in a Project.”
Publisher declares: read-only yes · destructive no · open-world no
1 input, 1 required
projectIdstringrequired
- get_site_profilereads or searches
“Read what Ranklybee knows about a website: positioning, audience, products, competitors, and the latest analysis job.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- update_site_profilecreates or changes datadescribed as changing data
“Replace the editable site profile.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredprofileobjectrequired
“Crawl the website again and rebuild its profile.”
Publisher declares: read-only no · destructive no · open-world yes
4 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredidempotencyKeystringrequiredreviewFoundationboolean
- get_plan_usagereads or searches
“Read how much of each plan allowance the Project has used in the current period.”
Publisher declares: read-only yes · destructive no · open-world no
1 input, 1 required
projectIdstringrequired
“Read the latest content plan for a website with its scheduled article briefs.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
“Generate a new content plan from the site profile and keyword research.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredidempotencyKeystringrequired
- activate_content_plancreates or changes datadescribed as changing data
“Start a reviewed content plan so its briefs are written on their scheduled dates.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredplanIdstringrequired
- decide_content_plancreates or changes datadescribed as changing data
“Approve or reject a whole content plan.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredplanIdstringrequireddecisionstringrequiredreasonstring
- decide_content_briefcreates or changes datadescribed as changing data
“Approve or reject one article brief in a content plan.”
Publisher declares: read-only no · destructive no · open-world no
6 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredplanIdstringrequiredbriefIdstringrequireddecisionstringrequiredreasonstring
- reschedule_content_briefcreates or changes datadescribed as changing data
“Move an article brief to another date (YYYY-MM-DD) on the content calendar.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredplanIdstringrequiredbriefIdstringrequiredscheduledDatestringrequired
- update_content_brief_instructionscreates or changes datadescribed as changing data
“Set the notes the writer follows for one article brief.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredplanIdstringrequiredbriefIdstringrequiredinstructionsstringrequired
- update_content_brief_keywordcreates or changes datadescribed as changing data
“Change the target keyword of one article brief.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredplanIdstringrequiredbriefIdstringrequiredphrasestringrequired
- search_article_keywordsdescribed as changing data
“Look up keyword ideas for a seed phrase with volume, difficulty, and whether each is already in the plan.”
Publisher declares: read-only no · destructive no · open-world yes
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredquerystringrequired
- list_article_keywordsreads or searches
“List the keywords saved for a website's articles.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- add_article_keywordscreates or changes datadescribed as changing data
“Add keywords to the content plan as article briefs, optionally on a given date.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredphrasesarrayrequiredscheduledDatestring
- import_article_keywordscreates or changes datadescribed as changing data
“Save keywords to the website's keyword list without scheduling articles for them.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredphrasesarrayrequired
- remove_article_keywordsdeletesdescribed as changing data
“Remove keywords from the website's saved keyword list.”
Publisher declares: read-only no · destructive yes · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredphrasesarrayrequired
“List a website's articles, newest first, with their state and publication.”
Publisher declares: read-only yes · destructive no · open-world no
5 inputs, 2 required
projectIdstringrequiredsiteIdstringrequiredsearchstringlimitintegeroffsetinteger
“Read one article with its full content, quality checks, and publication state.”
Publisher declares: read-only yes · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredassetIdstringrequired
“Write the article for an approved brief.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredbriefIdstringrequiredidempotencyKeystringrequired
“Replace an article's editable content.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredassetIdstringrequiredcontentobjectrequired
- regenerate_article_fieldsdescribed as changing data
“Rewrite the chosen fields of an article with AI.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredassetIdstringrequiredfieldsarrayrequiredidempotencyKeystringrequired
- submit_article_for_reviewcreates or changes datadescribed as changing data
“Send a draft article to the approval step.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredassetIdstringrequired
- decide_articlecreates or changes datadescribed as changing data
“Approve or reject an article that is waiting for approval.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredassetIdstringrequireddecisionstringrequiredreasonstring
- list_cms_connectionsreads or searches
“List the CMS connections an article can be published to.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
“Publish an approved article to a connected CMS.”
Publisher declares: read-only no · destructive no · open-world yes
5 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredassetIdstringrequiredconnectionIdstringrequiredidempotencyKeystringrequired
- verify_article_publicationcreates or changes datadescribed as changing data
“Record the live URL of an article the user published by hand, after checking the page.”
Publisher declares: read-only no · destructive no · open-world yes
5 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredassetIdstringrequiredurlstringrequiredidempotencyKeystringrequired
“Delete an article from Ranklybee.”
Publisher declares: read-only no · destructive yes · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredassetIdstringrequired
- get_article_improvementsreads or searches
“Read the refresh opportunities found for published articles and the state of each improvement.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- detect_article_improvementsreads or searchesdescribed as changing data
“Scan published articles against search data for new refresh opportunities.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredidempotencyKeystringrequired
- generate_article_improvementgenerates contentdescribed as changing data
“Write the improved version of an article for one opportunity.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredimprovementIdstringrequiredidempotencyKeystringrequired
- update_article_improvementcreates or changes datadescribed as changing data
“Replace the drafted content of an improvement.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredimprovementIdstringrequiredcontentobjectrequired
- submit_article_improvementdescribed as changing data
“Send a drafted improvement to the approval step.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredimprovementIdstringrequired
- decide_article_improvementcreates or changes datadescribed as changing data
“Approve or reject an improvement that is waiting for approval.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredimprovementIdstringrequireddecisionstringrequiredreasonstring
- apply_article_improvementcreates or changes datadescribed as changing data
“Apply an approved improvement to its article.”
Publisher declares: read-only no · destructive no · open-world yes
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredimprovementIdstringrequired
- compare_article_improvementreads or searchesdescribed as changing data
“Compare search performance before and after an applied improvement and record the result.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredimprovementIdstringrequired
- dismiss_article_improvementdeletesdescribed as changing data
“Dismiss an improvement opportunity with a reason.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredimprovementIdstringrequiredreasonstringrequired
- get_content_automationreads or searches
“Read the automatic writing and publishing schedule for a website.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- update_content_automationcreates or changes datadescribed as changing data
“Replace the automatic writing and publishing schedule.”
Publisher declares: read-only no · destructive no · open-world no
9 inputs, 9 required
projectIdstringrequiredsiteIdstringrequiredenabledbooleanrequiredtimezonestringrequiredgenerationLeadHoursintegerrequiredpublishingDaysarrayrequiredpublishTimestringrequiredmodestringrequireddefaultCmsConnectionIdstring or nullrequired
“Read the writing preferences for a website: voice, structure, images, linking, and improvement rules.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- list_internal_link_targetsreads or searches
“List the pages articles are allowed to link to.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- add_internal_link_targetcreates or changes datadescribed as changing data
“Add a page of the website that articles should link to.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredurlstringrequiredtitlestring or nullrequired
- remove_internal_link_targetdeletesdescribed as changing data
“Stop articles from linking to a page.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredurlstringrequired
“List the products articles can feature.”
Publisher declares: read-only yes · destructive no · open-world no
3 inputs, 2 required
projectIdstringrequiredsiteIdstringrequiredquerystring
“Add a product to the catalog.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredfieldsobjectrequiredimageStorageKeystring or nullrequired
“Replace a product's fields.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredproductIdstringrequiredfieldsobjectrequiredimageStorageKeystring or null
“Set whether articles may feature a product.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredproductIdstringrequiredstatusstringrequired
“Delete a product from the catalog.”
Publisher declares: read-only no · destructive yes · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredproductIdstringrequired
“Read totals for tracked backlinks, their health, and open replacement tasks.”
Publisher declares: read-only yes · destructive no · open-world no
4 inputs, 2 required
projectIdstringrequiredsiteIdstringrequiredfromstringtostring
“List the backlinks Ranklybee tracks for a website, with status and latest check.”
Publisher declares: read-only yes · destructive no · open-world no
15 inputs, 2 required
projectIdstringrequiredsiteIdstringrequiredpageintegerperPageintegersearchstringstatusesarraydofollowstringpricingModesarraycategoriesarrayminimumDomainRatingintegermaximumDomainRatingintegerminimumTrafficintegermaximumTrafficintegersortBystringsortOrderstring
- add_backlinkcreates or changes datadescribed as changing data
“Start tracking a backlink: the page that links (sourceUrl) and the page it links to (targetUrl).”
Publisher declares: read-only no · destructive no · open-world no
15 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredprospectIdstring or nullthreadIdstringcontentAssetIdstringsourcestringrequiredsourceUrlstringrequiredtargetUrlstringrequiredexpectedAnchorstringexpectedRelarraypricingModestringpriceAmountMinorintegerpriceCurrencystringpricingSourcestringcategorystring
- check_backlinkreads or searchesdescribed as changing data
“Fetch the linking page and record whether the backlink is still live.”
Publisher declares: read-only no · destructive no · open-world yes
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredbacklinkIdstringrequiredidempotencyKeystringrequired
- check_site_backlinksreads or searchesdescribed as changing data
“Queue a live check for every tracked backlink of a website.”
Publisher declares: read-only no · destructive no · open-world yes
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredidempotencyPrefixstringrequired
- update_backlink_taskcreates or changes datadescribed as changing data
“Change the status or notes of a task opened for a lost backlink.”
Publisher declares: read-only no · destructive no · open-world no
6 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredtaskIdstringrequiredstatusstringrequiredassigneeUserIdstringresolutionNotesstring
- close_backlinkdeletesdescribed as changing data
“Close a tracked backlink with a reason.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredbacklinkIdstringrequiredreasonstringrequired
- get_backlink_inventory_statusreads or searches
“Read whether the website's existing backlinks have been imported.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- start_backlink_inventorycreates or changes datadescribed as changing data
“Import the website's existing backlinks so duplicates are detected.”
Publisher declares: read-only no · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- list_featured_backlinksreads or searches
“Search Ranklybee's library of directories and other backlink sources, with quality, pricing, and link type.”
Publisher declares: read-only yes · destructive no · open-world no
12 inputs, 2 required
projectIdstringrequiredsiteIdstringrequiredpageintegerperPageintegersearchstringsourceTypestringpricingModelsarraylinkTypesarrayaccountRequirementsarrayviewstringsortBystringsortOrderstring
- get_prospecting_summaryreads or searches
“Read prospect counts by status for a website.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
“List link prospects with scores, status, and contact.”
Publisher declares: read-only yes · destructive no · open-world no
16 inputs, 2 required
projectIdstringrequiredsiteIdstringrequiredpageintegerperPageintegersourceJobIdstringsourceModestringcompetitorDomainstringsearchstringkeywordstringstatusesarraypageTypestringminDomainRatingintegermaxDomainRatingintegercontactstringsortBystringsortOrderstring
- get_prospect_discovery_settingsreads or searches
“Read the Domain Rating range and page types used to find prospects.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- update_prospect_discovery_settingscreates or changes datadescribed as changing data
“Replace the settings used to find prospects.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredminDomainRatingintegerrequiredmaxDomainRatingintegerrequiredpageTypesarrayrequired
- list_outreach_keywordsreads or searches
“List the keywords used to search for link prospects.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- add_outreach_keywordscreates or changes datadescribed as changing data
“Add keywords to search for link prospects.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredphrasesarrayrequired
- remove_outreach_keyworddeletesdescribed as changing data
“Remove one prospecting keyword.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredkeywordIdstringrequired
- list_linkable_assetsreads or searches
“List the pages the user pitches in outreach.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- save_linkable_assetcreates or changes datadescribed as changing data
“Add or update a page worth pitching, with what makes it link-worthy.”
Publisher declares: read-only no · destructive no · open-world no
7 inputs, 7 required
projectIdstringrequiredsiteIdstringrequiredurlstringrequiredtitlestringrequiredtypestringrequiredsummarystringrequireduniqueValuestringrequired
- add_prospectcreates or changes datadescribed as changing data
“Add a page as a link prospect and score it.”
Publisher declares: read-only no · destructive no · open-world yes
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredurlstringrequired
- start_prospect_discoverydescribed as changing data
“Search the web for link prospects.”
Publisher declares: read-only no · destructive no · open-world yes
6 inputs, 2 required
projectIdstringrequiredsiteIdstringrequiredgoalstringconfirmedKeywordsarrayselectedKeywordsarrayrefreshboolean
- start_competitor_backlink_discoverydescribed as changing data
“Find prospects among the sites that link to the given competitor domains.”
Publisher declares: read-only no · destructive no · open-world yes
5 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredcompetitorDomainsarrayrequiredgoalstringrefreshboolean
- get_prospect_discoveryreads or searches
“Read the progress and result counts of a discovery job.”
Publisher declares: read-only yes · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredjobIdstringrequired
- reject_prospectdeletesdescribed as changing data
“Reject one prospect, or block its whole domain from future discovery (a reason is required to block).”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredprospectIdstringrequireddecisionobjectrequired
- unblock_prospect_domaincreates or changes datadescribed as changing data
“Allow a previously blocked domain to appear in discovery again.”
Publisher declares: read-only no · destructive no · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredprospectIdstringrequired
“List the people found for outreach, with email verification status.”
Publisher declares: read-only yes · destructive no · open-world no
9 inputs, 2 required
projectIdstringrequiredsiteIdstringrequiredpageintegerperPageintegersearchstringstatusesarrayverificationStatusesarraysortBystringsortOrderstring
“Add a contact by hand.”
Publisher declares: read-only no · destructive no · open-world no
12 inputs, 7 required
projectIdstringrequiredsiteIdstringrequiredprospectIdstringrequiredemailstringrequiredfullNamestringrequiredrolestringrequiredroleCategorystringrequiredcompanystringsourcestringsourceProviderstringsourceUrlstringsourceReferencestring
“Check whether a contact's email address is deliverable.”
Publisher declares: read-only no · destructive no · open-world yes
10 inputs, 8 required
projectIdstringrequiredsiteIdstringrequiredcontactIdstringrequiredstatusstringrequiredsourcestringrequiredproviderstringrequiredproviderReferencestringcostMicrosintegerrequirednotesstringidempotencyKeystringrequired
- find_prospect_contactreads or searches
“Look up who to email at a prospect's site.”
Publisher declares: read-only no · destructive no · open-world yes
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredprospectIdstringrequiredidempotencyKeystringrequired
- select_prospect_contactcreates or changes datadescribed as changing data
“Set which email address outreach to a prospect goes to.”
Publisher declares: read-only no · destructive no · open-world no
5 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredprospectIdstringrequiredemailstringrequiredidempotencyKeystringrequired
- suppress_contactdescribed as changing data
“Add a contact to the do-not-email list with a reason.”
Publisher declares: read-only no · destructive no · open-world no
6 inputs, 5 required
projectIdstringrequiredsiteIdstringrequiredcontactIdstringrequiredscopestringrequiredsourcestringreasonstringrequired
- list_outreach_templatesreads or searches
“List the email templates available for outreach.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- create_outreach_templatecreates or changes datadescribed as changing data
“Create an email template.”
Publisher declares: read-only no · destructive no · open-world no
6 inputs, 5 required
projectIdstringrequiredsiteIdstringrequirednamestringrequiredsubjectTemplatestringrequiredbodyTemplatestringrequiredfallbackValuesobject
- update_outreach_templatecreates or changes datadescribed as changing data
“Replace an email template's content.”
Publisher declares: read-only no · destructive no · open-world no
7 inputs, 6 required
projectIdstringrequiredsiteIdstringrequiredtemplateIdstringrequirednamestringrequiredsubjectTemplatestringrequiredbodyTemplatestringrequiredfallbackValuesobject
- delete_outreach_templatedeletesdescribed as changing data
“Delete an email template.”
Publisher declares: read-only no · destructive yes · open-world no
3 inputs, 3 required
projectIdstringrequiredsiteIdstringrequiredtemplateIdstringrequired
- get_outreach_draft_optionsreads or searches
“List the sender identities and templates a new draft can use.”
Publisher declares: read-only yes · destructive no · open-world no
2 inputs, 2 required
projectIdstringrequiredsiteIdstringrequired
- list_outreach_threadsreads or searches
“List outreach threads in one bucket (ready, queued, sent, or replied) with their draft and latest message.”
Publisher declares: read-only yes · destructive no · open-world no
5 inputs, 2 required
projectIdstringrequiredsiteIdstringrequiredbucketstringsearchstringstarredOnlyboolean
- create_outreach_draftcreates or changes datadescribed as changing data
“Write a first email to a prospect's contact from a template and sender.”
Publisher declares: read-only no · destructive no · open-world no
7 inputs, 6 required
projectIdstringrequiredsiteIdstringrequiredprospectIdstringrequiredcontactIdstringrequiredsenderIdentityIdstringrequiredtemplateIdstringrequiredgenerationModestring
- prepare_outreach_draftcreates or changes datadescribed as changing data
“Write a first email to a prospect's contact, letting Ranklybee pick the sender and template.”
Publisher declares: read-only no · destructive no · open-world no
4 inputs, 4 required
projectIdstringrequiredsiteIdstringrequiredprospectIdstringrequiredcontactIdstringrequired
Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. “Publisher declares” lists the hints the server itself sends with the tool (MCP annotations: read-only, destructive, idempotent, open-world); they are the publisher's claims, not checked by us. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. The first 100 of 194 tools are listed. Read 2026-10-23.
How well are its tools described?
Features #4 and #5
How clearly this server's own tool descriptions say what a tool does, and how consistent its tool list is. The first part is an AI model's yes/no reading of each description; the second part is counted. We do not turn it into a grade.
Descriptions
AI reading of each description
- Says what the tool does
- 100% of 160 tools
- Says what it returns
- 46% of 139 tools
- States limits, defaults or errors
- 5% of 153 tools
- Says when to use it
- 1% of 160 tools
- Items covered per tool
- 1.5 of 4 on average
Counted from the listing
- Parameters with a description
- 0% of 835
- Tools with a description
- 100% of 194
- Typical description length
- 71 characters
The tool set
Counted from the listing
- Tools
- 194
- Size of the list
- about 39,632 tokens for an agent to load (characters ÷ 4)
- Naming
- 194 of 194 names use snake_case
AI reading: easy to mix up
No pair found.
The AI items cover 160 of 194 tools: for a tool where two differently worded runs disagreed, that item is left out. They were not checked by hand, and no tool was called. “Easy to mix up” means two tools whose names or descriptions overlap without saying how they differ; the AI found none, comparing tools within groups of 40. We do not rate whether the tool set is complete or whether side effects are spelled out, because our AI reading of those was not reliable enough.
How do I add it to my client?
Config from the registry entry
From the remote endpoint (Streamable HTTP)
We connected to this URL on 2026-10-23 (a read-only session: no tool was called).
Add to CursorAn install link in the format Cursor documents, holding the Cursor config below.
Claude Desktop or claude.ai
Settings → Connectors → Add custom connector, then paste: https://api.ranklybee.com/mcp
Cursor · .cursor/mcp.json in a project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ranklybee": {
"url": "https://api.ranklybee.com/mcp"
}
}
}VS Code · .vscode/mcp.json
{
"servers": {
"ranklybee": {
"type": "http",
"url": "https://api.ranklybee.com/mcp"
}
}
}VS Code (command line) · Bash or zsh terminal (macOS, Linux)
code --add-mcp '{"name":"ranklybee","type":"http","url":"https://api.ranklybee.com/mcp"}'Claude Code
claude mcp add --transport http ranklybee https://api.ranklybee.com/mcp
Try it in the MCP Inspector · runs on your machine, opens in your browser · Node 22.19+
npx @modelcontextprotocol/inspector@2.11.0 --server-url https://api.ranklybee.com/mcp --transport http
- The server runs on the operator's infrastructure; it may ask you to sign in when you first connect.
- The MCP Inspector lists the server's tools, resources and prompts; a tool you call there runs for real.
Built from the server's registry entry with each client's documented format (checked 2026-10-14; the Cursor link and the VS Code command 2026-10-19; the MCP Inspector command 2026-10-21). Values in < > are yours to fill in; this page never contains a key. Where the server needs a setting the entry does not declare, it can still fail to start.
Does the registry listing match what we found?
Feature #6The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.
| Registry says | We found | Result | Source · date |
|---|---|---|---|
| Remote endpoint api.ranklybee.com/mcp | Session opened | matches | our test · 2026-10-23 |
| No credential declared as required | Opened a session without any credential | matches | our test · 2026-10-23 |
Choosing
Record checks
Public records · not a safety rating1 of 2 record checks met · 7 do not apply
- Not ranked by downloads: a remote server publishes no download figure
- Not ranked by stars: no public GitHub repository
- MetRegistry entry is active and says how to run itActive, with a package or a remote address.
- Not metSource repository link opensThe registry entry gives no repository link.
- Does not applyRepository is not archivedNo public GitHub repository to read.
- Does not applyCode pushed to the repository in the 90 days before our checkNo public GitHub repository to read.
- Does not applyRepository publishes a security policy (SECURITY.md)No public GitHub repository to read.
- Does not applyPackage names its licence with a standard (SPDX) identifierRemote server: it ships no package.
- Does not applyThe version the registry lists can be installed and is not withdrawnRemote server: it ships no package.
- Does not applynpm package carries build provenance (attestation)Remote server: it ships no package.
- Does not applyNo known critical or high advisory in the package or its dependenciesRemote server: it ships no package.
Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-23. No tool was called. Only “met” and “not met” are counted, so the total differs between servers; a check that does not apply or that we could not run is listed, never counted against it. It is not a safety rating. How each check works · Leaderboards
Common questions about io.github.dazhiyu0235/ranklybee
Answered from the data aboveIs io.github.dazhiyu0235/ranklybee safe to install?
We do not rate servers as safe or unsafe. 1 of its 2 applicable record checks are met (facts from public records, each listed on this page). What the records show: 102 of its tools describe changing data (our AI model's reading of the descriptions). These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.
Is io.github.dazhiyu0235/ranklybee free to use?
Its website (ranklybee.com/pricing) describes a paid-subscription pricing model. This is an AI-classified reading of the page on 2026-10-23, so check the page itself before relying on it.
Does io.github.dazhiyu0235/ranklybee need an API key or sign-in?
It opened a session without any credential on 2026-10-23. The registry entry declares no required credential; no declaration is not a guarantee.
Has io.github.dazhiyu0235/ranklybee been security tested?
Partly. 3 of the 15 checks that apply to it were exercised. It accepted a session without any credential and lists tools whose names suggest they change data. We did not call them. No security verdict is published before verification.
What can io.github.dazhiyu0235/ranklybee do?
It lists 194 tools. In our AI model's reading of their descriptions (two runs had to agree, nobody checked it by hand), they include tools that read or search, create or change data, delete, send messages, run code or commands and generate content. We did not call any tool, so this describes the text, not the behaviour.
Can io.github.dazhiyu0235/ranklybee change or delete data?
102 of its tools say in their description that they create, edit, delete, send or run something (our AI model's reading). We did not call any tool, so we cannot say what actually happens.
Found this page useful?
Anonymous · no sign-inA quick, anonymous reaction — no account, no email. One per kind from your browser. The tally updates when the page is next refreshed, and it is only a rough count, never a safety rating or a measured number of people.
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Active servers whose topic is also “commerce-and-marketing” and that have at least one tool of the same kind; most kinds in common first, then most GitHub stars. The topic and the tool kinds are an AI model's reading of the publishers' descriptions, not checked by hand. Similar is not a recommendation.
Compare with another server
Side by side: registry entry, our read-only session, the tools and the 18 classification fields. Same values as each page; no score.
Security testing
What did we test, and what did we leave out?
18 checks · features #1, #2
Open without sign-in
It accepted a session without any credential and lists tools whose names suggest they change data. We did not call them. No security score is given; a check we did not run is never counted as passed.
- Inventory: exercised
- Hidden instructions: exercised
- Real execution: not run · our policy
- Secret leak: not run · nothing to check it against
- Internal addresses: not run · our policy
- Unconfirmed changes: not run · our policy
- Bad input: not run · our policy
- Model requests: not run · nothing to check it against
- Sensitive questions: not run · nothing to check it against
- Folder boundary: not run · our policy
- Log leaks: not run · nothing to check it against
- Hidden content: not run · nothing to check it against
- Fake assistant turns: not applicable
- Token passthrough: not applicable
- Token audience: not applicable
- Sign-in redirect: not run · our policy
- Consent handling: not testable from outside
- Sign-in metadata: exercised
3 exercised12 not run (reason given)3 not applicable
Each check ends in exactly one state: exercised, not run (with the reason), or not applicable (with the reason). 3 of the 15 checks that apply to it were exercised. We do not publish security-check outcomes for named servers.
- 1Inventory
tool-listReads the declared tools, resources and prompts.exercised - 2Hidden instructions
description-poisoningLooks for hidden instructions in tool descriptions.exercised - 18Sign-in metadata
oauth-url-schemeChecks the published sign-in metadata for unsafe URLs.exercised
- 3Real execution
real-executionCalls a tool and checks what really happens.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 4Secret leak
canary-leakPlants a fake secret and checks whether it leaks.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 5Internal addresses
ssrfChecks whether a tool can be steered to internal addresses.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 6Unconfirmed changes
write-without-confirmationChecks whether tools that change data act without asking.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 7Bad input
error-handlingSends bad input and watches how the server answers.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 8Model requests
samplingChecks whether the server asks the client's model to act for it.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 9Sensitive questions
elicitation-sensitive-dataChecks whether the server asks users for sensitive data.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 10Folder boundary
root-boundaryChecks whether the server reaches outside the folders it was given.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 11Log leaks
logging-side-channelChecks whether log messages carry data they should not.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 12Hidden content
audience-hidingChecks resources that hide content from the user.This check needs content the server returns, and nothing was read or called.not run · nothing to check it against - 16Sign-in redirect
open-redirectChecks the sign-in redirect for abuse.Testing the sign-in redirect means sending probes to the operator's sign-in service, which we do not do.not run · our policy - 17Consent handling
confused-deputyChecks consent handling when one service acts for another.Depends on the operator's own consent screen, which differs per server and cannot be tested from outside.not testable from outside
- 13Fake assistant turns
fake-assistant-turnChecks prompts that pose as the assistant's own words.The server exposes no prompts.not applicable - 14Token passthrough
token-passthroughChecks whether the server forwards a user's token to other services.The server opened a session without sign-in, so there is no token flow to check.not applicable - 15Token audience
token-audience-validationChecks whether tokens meant for another service are accepted.The server opened a session without sign-in, so there is no token flow to check.not applicable
Source: our own test, 2026-10-23, mcp-runtime-engine@0.1.0. Which checks count and why follows our published scoring model.
What happened during the test?
Feature #8
The steps in order, as the test record holds them.
- 0 msStarted a read-only session with the server's remote endpoint
- 3,816 msConnected after 0 redirects. No credential was sent or needed.
- Read the inventory: 194 tools, 0 resources, 0 prompts.
- 5,489 msFinished: 3 checks exercised.
Reference
How is it classified?
18 fields
One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.
“$ 2 3 9 number-flow-react span{font-kerning:none;display:inline-block;line-height:var(--number-flow-char-height, 1em) !important;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 2) 0} $239 / month Billed yearly ($2,870)”
“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed. A linked value opens the directory filtered to the same value.
Cite or correct this page
Sources and corrections
Suggested citation
ProtocolProbe. “io.github.dazhiyu0235/ranklybee: MCP server record.” Data checked 2026-10-23. https://protocolprobe.com/mcp/servers/io.github.dazhiyu0235/ranklybee
Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.
As JSON: this record in the API · API documentation.
Badge for your README
[](https://protocolprobe.com/mcp/servers/io.github.dazhiyu0235/ranklybee)
It shows this server's record-check count: facts from public records, no tool called. It is not a security rating or a pass. It links here and updates after each data reload.
Something wrong, or is this yours?
If a fact here is wrong, tell us and we will re-check it. If you operate this server, you can run our checks on it yourself with the free self-test command; we call no server’s tools ourselves for anything shown here.
Write to hello@protocolprobe.com · corrections log · methodology