HarborRank

Server Details

SEO for AI agents: keywords, SERPs, backlinks, rank tracking, audits, Search Console, Analytics

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Status: Unhealthy
Uptime: 78.5% over 42 days
OAuth: Works in Glama
Last Tested: 2026-11-06 13:07
Transport: Streamable HTTP
URL
Repository: winsley-jeune/harborrank-skills
GitHub Stars: 0
ChatGPT: HarborRank
Claude: HarborRank SEO

TDQS

A3.6/5.0

Scored 2026-10-17 22:55 across 41 tools

Disambiguation4/5

Each tool has a distinct resource+action, and descriptions explicitly cross-reference siblings (e.g. get_domain_overview vs get_domain_keyword_suggestions vs get_ranked_keywords; get_serp_results vs get_local_serp_results vs find_serp_competitors). The overlapping SERP/domain/keyword family is the main risk area, but the guidance text largely disambiguates it.

Naming Consistency4/5

Nearly all tools follow a snake_case verb_noun pattern (get_, list_, create_, delete_, save_, set_, run_, research_, prospect_, inspect_, update_). Only `whoami` breaks the convention, with minor variance in verb choice (research_ vs get_ vs find_), so the set remains highly predictable.

Tool Count2/5

At 41 tools this is well past the 25+ threshold and is heavy for an agent to scan and select from in a single context. The breadth spans several genuinely separate sub-domains (projects, leads/teardowns, audits, analytics, keywords, backlinks, billing), so splitting would help, but the flat surface is over-large.

Completeness4/5

Core lifecycles are covered: audits have run/status/issues/pages, leads have prospect/list/update/teardown/set-operations, and projects/reports have create+list+delete. Minor gaps exist — no update_project or get_project, no delete_saved_keywords (save without remove), and rank trackers are read-only (creation is dashboard-only) — but these are workable around.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

3 tool updatesOct 17, 2026

Changedget_keyword_metrics1 field changed

changedInput schema / properties / includeMonthlyTrends / description

Previous value: -"Include monthly search-volume trend rows. Defaults to true."New value: +"Include the last 12 months of search volume per keyword, for seasonality. Defaults to false: trends are long, so ask for them only when the answer needs them."

Changedget_local_serp_results16 fields changed

changedOutput schema / properties / results / items / additionalProperties
```
Previous value: -{}New value: +false
```

addedOutput schema / properties / results / items / properties / address

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / category

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / cid

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / domain

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / isClaimed

Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / latitude

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / longitude

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / phone

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / placeId

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / rank

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / rating

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / reviews

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / title

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / properties / url

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / results / items / required

Added value: +[
+  "rank",
+  "title",
+  "domain",
+  "url",
+  "category",
+  "rating",
+  "reviews",
+  "phone",
+  "address",
+  "isClaimed",
+  "placeId",
+  "cid",
+  "latitude",
+  "longitude"
+]

Changedget_ranked_keywords11 fields changed

changedOutput schema / properties / keywords / items / additionalProperties
```
Previous value: -{}New value: +false
```

addedOutput schema / properties / keywords / items / properties / cpc

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / keywords / items / properties / difficulty

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / keywords / items / properties / intent

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / keywords / items / properties / keyword

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / keywords / items / properties / rank

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / keywords / items / properties / resultType

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / keywords / items / properties / traffic

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / keywords / items / properties / url

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / keywords / items / properties / volume

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / keywords / items / required

Added value: +[
+  "keyword",
+  "rank",
+  "volume",
+  "difficulty",
+  "cpc",
+  "intent",
+  "traffic",
+  "url",
+  "resultType"
+]

3 tool updatesOct 17, 2026
- Addedcreate_share_report
- Addeddelete_share_report
- Addedlist_share_reports

3 tool updatesOct 9, 2026

Changedget_keyword_metrics1 field changed

changedInput schema / properties / includeClickstreamData / description

Previous value: -"Refine search volumes with clickstream data, which disaggregates Google Ads' grouped close-variant volumes (plurals/misspellings). DOUBLES the credit cost of the call. Default false. No effect for countries served from Google Ads data."New value: +"Refine search volumes with clickstream data, which disaggregates Google Ads' grouped close-variant volumes (plurals/misspellings). Use only when plural or misspelling variants need separate volumes. Default false. No effect for countries served from Google Ads data."

Changedresearch_keywords1 field changed

changedInput schema / properties / includeClickstreamData / description

Previous value: -"Refine search volumes with clickstream data, which disaggregates Google Ads' grouped close-variant volumes (plurals/misspellings). DOUBLES the credit cost of each seed. Default false (standard Google-Ads-derived volumes). No effect for countries served from Google Ads data."New value: +"Refine search volumes with clickstream data, which disaggregates Google Ads' grouped close-variant volumes (plurals/misspellings). Use only when plural or misspelling variants need separate volumes. Default false (standard Google-Ads-derived volumes). No effect for countries served from Google Ads data."

Changedresearch_lead1 field changed

changedInput schema / properties / includeAudit / description

Previous value: -"Start a 10-page crawl of the lead's site (free; its findings land on the lead when it finishes). Defaults to true."New value: +"Start a 10-page crawl of the lead's site (its findings land on the lead when it finishes). Defaults to true."

3 tool updatesOct 9, 2026
- Addedget_ai_referral_traffic
- Addedget_analytics_report
- Addedget_landing_page_performance

2 tool updatesOct 8, 2026

Addedget_upgrade_link

Changedwhoami6 fields changed

addedOutput schema / properties / lowCredits
```
Added value: +{
+  "type": "boolean"
+}
```

addedOutput schema / properties / monthlyCredits

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / paidPlan

Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / plan

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / upgradeUrl

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

changedOutput schema / required

Previous value: -[
-  "userId",
-  "userEmail",
-  "organizationId",
-  "scopes",
-  "mode",
-  "creditsRemaining"
-]New value: +[
+  "userId",
+  "userEmail",
+  "organizationId",
+  "scopes",
+  "mode",
+  "creditsRemaining",
+  "plan",
+  "paidPlan",
+  "monthlyCredits",
+  "lowCredits",
+  "upgradeUrl"
+]

2 tool updatesOct 2, 2026
- Addedget_lead_teardown
- Addedresearch_lead

1 tool updateOct 1, 2026

Changedrun_site_audit1 field changed

changedInput schema / properties / runLighthouse / description

Previous value: -"Run Lighthouse on a sample of up to 10 representative pages (default true)."New value: +"Run Lighthouse on a sample of up to 10 representative pages (default true). Paid plans only; ignored on the Free plan."

32 tool updatesSep 27, 2026
- First observedcreate_project
- First observeddelete_project
- First observedfind_serp_competitors
- First observedget_audit_issues
- First observedget_audit_pages
- First observedget_audit_status
- First observedget_backlinks_overview
- First observedget_backlinks_profile
- First observedget_domain_keyword_suggestions
- First observedget_domain_overview
- First observedget_google_business_questions
- First observedget_keyword_metrics
- First observedget_local_serp_results
- First observedget_rank_tracker
- First observedget_ranked_keywords
- First observedget_search_console_performance
- First observedget_serp_results
- First observedinspect_urls
- First observedlist_business_categories
- First observedlist_leads
- First observedlist_projects
- First observedlist_saved_keywords
- First observedprospect_leads
- First observedresearch_keywords
- First observedrun_site_audit
- First observedsave_keywords
- First observedsearch_local_businesses
- First observedset_lead_competitors
- First observedset_lead_serp_checks
- First observedset_lead_top_issues
- First observedupdate_lead
- First observedwhoami

Publisher details

Operator: HarborRank (harborrank.com), the company that builds and runs the HarborRank SEO platform and this MCP endpoint. · Publisher source
Operator website: https://harborrank.com · Publisher source
Vendor relationship: First-party · Publisher source
Documentation: https://harborrank.com/docs/mcp · Publisher source
Trust center: Not available
Restrictions: Requires a HarborRank account on a paid plan (from $29/month; no free plan). Sign-in is OAuth 2.0 with Dynamic Client Registration, no custom OAuth app needed. Research tools spend the plan's monthly credits; Search Console tools need a Google Search Console property connected in the HarborRank app. · Publisher source

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Server Details

TDQS

Tool Schema Changelog

Publisher details

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