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Market Brew

REMOTE · BREW.MARKETBREW.AI

Read-only Market Brew search engine modeling and AI visibility data via OAuth.

+2 this week 85 Trust /100

Last scanned (8 hours ago)

Scores higher than 91% of remote servers

Reachable. Last reached 5 Nov 2026.

Category Marketing and SEO

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security80
Transport & Reachability100
Schema Quality & AI Usability72
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 3850 tokens (~57/item across 67 items; 67 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management96
  • Stability check failed: schema churn in the 30 days we've observed: 3 tool removals, 0 breaking changes, 0 auth/transport breaks, 0 additions. See how to fix → Fail
Tool Coverage83
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 48% of tool parameters carry a description.Partial
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 67 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 68 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
Changelog

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.

  • 3 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 92 to 96.

  • 31 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 82 to 86.

  • 29 Oct 26 0
    • Stability: 0.80 → fail ▼ security
    • A breaking change shipped without a version bump: still 1.0.0 ▼ security
    • Tool “dataforseo_backlink_summary” was removed ▼ security
    • Tool “dataforseo_google_serp” was removed ▼ security
    • Tool “dataforseo_ranked_keywords” was removed ▼ security
  • 28 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 77 to 80. That category is still filling its 30-day observation window: 23 days of observed history at the previous scan, 24 at this one. The score rises as the window fills, whether or not the server changes.

  • 26 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

  • 23 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.

  • 21 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

  • 19 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

Diagnostics

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 · Probed https://brew.marketbrew.ai/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_256_GCM_SHA384 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=ask.marketbrew.ai CN=YR2,O=Let's Encrypt,C=US 8 Oct 2026 6 Jan 2027 RSA 2048 SHA256-RSA 625e116ce0622ac74d095c4bbed3ef0293f
SANs: ask.marketbrew.ai, brew.marketbrew.ai, brew.marketbrew.com, command.marketbrew.ai, dev1.marketbrew.ai, dev6.marketbrew.ai, projects.marketbrew.ai, projects.marketbrew.com, status.marketbrew.ai, test.marketbrew.ai, test.marketbrew.com
CN=YR2,O=Let's Encrypt,C=US (CA) CN=Root YR,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 RSA 2048 SHA256-RSA 4ebd24947e24d394802d84a52fd5b319
CN=Root YR,O=ISRG,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 RSA 4096 SHA256-RSA f24b6d17f9d9ad7cb1c9fea78782699f

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of brew.marketbrew.ai. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ai. present 1814, 3799 8, 8 Verified
marketbrew.ai. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=31536000
content-security-policy frame-ancestors 'self'
x-content-type-options nosniff
x-frame-options SAMEORIGIN
referrer-policy strict-origin-when-cross-origin
permissions-policy geolocation=(), microphone=(), camera=()

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://brew.marketbrew.ai/mcp Verified 200
http (plaintext) http://brew.marketbrew.ai/mcp HTTPS enforced 301 https://brew.marketbrew.ai/mcp
MCP tools · 67 exposed · ~3,777 tokens

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 →

Tool Tokens
check_ask_widget_health ~41

Use this when the user asks to check Ask Widget availability. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
askWidgetId–yes–

No output schema declared.

No examples provided.

count_ask_widget_conversations ~60

Use this when the user asks to count Ask Widget conversations. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: startDate and endDate as ISO-8601 dates (YYYY-MM-DD).

No output schema declared.

No examples provided.

count_content_boosters ~64

Use this when the user asks to count Content Boosters. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: websiteId, serverHost, title, status, sortBy, sortDir, offset, and pageSize.

No output schema declared.

No examples provided.

count_crew ~66

Use this when the user asks to count visible Crew accounts. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: customerId, crewIds (comma-separated numeric Crew IDs), websiteId, serverHost, startDate, and endDate.

No output schema declared.

No examples provided.

count_knowledge_bases ~33

Use this when the user asks to count Knowledge Bases. Returns only data visible to the linked Market Brew account.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

count_listen_monitors ~49

Use this when the user asks to count Listen keyword monitors. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: websiteId or serverHost.

No output schema declared.

No examples provided.

export_deep_crawl_seed_attempts ~74

Use this when the user asks to export crawl seed attempt history. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
maxCharsinteger–Maximum export characters to return.
offsetinteger–Character offset into the export.
seedId–yes–
website–yes–

No output schema declared.

No examples provided.

export_deep_crawl_seed_errors ~67

Use this when the user asks to export crawl seed error history. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
maxCharsinteger–Maximum export characters to return.
offsetinteger–Character offset into the export.
website–yes–

No output schema declared.

No examples provided.

export_deep_crawl_seeds ~66

Use this when the user asks to export crawl seed inventory. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
maxCharsinteger–Maximum export characters to return.
offsetinteger–Character offset into the export.
website–yes–

No output schema declared.

No examples provided.

get_account_management_snapshot ~35

Use this when the user asks to get the internal account-management snapshot. Returns only data visible to the linked Market Brew account.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_ai_visibility_history ~127

Use this when the user asks for historical AI mentions or AI search volume for a licensed website, including case-study growth. Resolve the Crew and website first, then request each platform separately. Report the platform, US/English scope, and compared completed months. The monthly counts are DataForSEO estimates; they are not historical citation counts, referrals, or proof of causation.

NameTypeReqDescription
crew–yes–
queryobject–Required filter: platform (CHAT_GPT or GOOGLE). The response contains US/English monthly mention counts and estimated AI search volume.
website–yes–

No output schema declared.

No examples provided.

get_ask_chat_session ~64

Use this when the user asks to get Ask chat session state. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
askWidgetId–yes–
queryobject–Optional filters: websiteHost (hostname) and conversationId (numeric conversation ID).

No output schema declared.

No examples provided.

get_ask_conversation ~47

Use this when the user asks to get an Ask conversation. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
askWidgetId–yes–
conversationId–yes–

No output schema declared.

No examples provided.

get_ask_widget ~38

Use this when the user asks to get an Ask Widget. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
id–yes–

No output schema declared.

No examples provided.

get_content_booster ~38

Use this when the user asks to get a Content Booster. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
id–yes–

No output schema declared.

No examples provided.

get_content_booster_asset ~41

Use this when the user asks to get a Content Booster asset. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
assetId–yes–

No output schema declared.

No examples provided.

get_content_booster_metrics ~65

Use this when the user asks to get Content Booster metrics. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: websiteId, serverHost, title, status, sortBy, sortDir, offset, and pageSize.

No output schema declared.

No examples provided.

get_crawl_metrics ~67

Use this when the user asks to get crawl activity metrics. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: customerId, crewIds (comma-separated numeric Crew IDs), websiteId, serverHost, startDate, and endDate.

No output schema declared.

No examples provided.

get_crew ~57

Use this when the user identifies a specific Crew by business name, email, or numeric ID. This resolves the Crew and returns its details, including website summaries, when the linked account is allowed to see it.

NameTypeReqDescription
crewReference–yes–

No output schema declared.

No examples provided.

get_current_crew ~37

Use this when the user asks which Market Brew Crew is currently linked or selected. Returns only data visible to the linked Market Brew account.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_customer_license ~43

Use this when the user asks to get a customer license. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
crew–yes–
licenseId–yes–

No output schema declared.

No examples provided.

get_deep_crawl_import ~47

Use this when the user asks to get crawl seed import progress. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
importId–yes–
website–yes–

No output schema declared.

No examples provided.

get_deep_crawl_schedule ~40

Use this when the user asks to get explicit crawl schedule. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
website–yes–

No output schema declared.

No examples provided.

get_deep_crawl_seed ~46

Use this when the user asks to get a crawl seed. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
seedId–yes–
website–yes–

No output schema declared.

No examples provided.

get_flight_plan_metrics ~68

Use this when the user asks to get Flight Plan metrics. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: customerId, crewIds (comma-separated numeric Crew IDs), websiteId, serverHost, startDate, and endDate.

No output schema declared.

No examples provided.

get_knowledge_base ~38

Use this when the user asks to get a Knowledge Base. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
id–yes–

No output schema declared.

No examples provided.

get_launchpad_stats ~50

Use this when the user asks to get Launchpad content-gap statistics. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: websiteId or serverHost.

No output schema declared.

No examples provided.

get_license_definition ~39

Use this when the user asks to get a license definition. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
licenseDefinitionSummary–yes–

No output schema declared.

No examples provided.

get_license_definition_form_fields ~42

Use this when the user asks to get license-definition form fields. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
licenseDefinitionSummary–yes–

No output schema declared.

No examples provided.

get_listen_monitor ~39

Use this when the user asks to get a Listen keyword monitor. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
id–yes–

No output schema declared.

No examples provided.

get_ranking_sensor_metrics ~68

Use this when the user asks to get Ranking Sensor metrics. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: customerId, crewIds (comma-separated numeric Crew IDs), websiteId, serverHost, startDate, and endDate.

No output schema declared.

No examples provided.

get_search_metrics ~66

Use this when the user asks to get Search API metrics. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: customerId, crewIds (comma-separated numeric Crew IDs), websiteId, serverHost, startDate, and endDate.

No output schema declared.

No examples provided.

get_search_widget_history ~49

Use this when the user asks to get Search Widget query history detail. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
searchHistoryId–yes–
searchWidgetId–yes–

No output schema declared.

No examples provided.

get_search_widget_session ~55

Use this when the user asks to get Search Widget session state. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: websiteHost (hostname).
searchWidgetId–yes–

No output schema declared.

No examples provided.

get_task ~38

Use this when the user asks to get a Ranking Sensor task. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
taskId–yes–

No output schema declared.

No examples provided.

get_task_history ~93

Use this when the user asks to get one task's calculation history. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: websiteId, webpageId, boostFactorId, serverHost, workspaceId, rankingSensorId, snapshotId, startDate, endDate, taskTitle, sortBy, sortDir, offset, and pageSize.
taskId–yes–

No output schema declared.

No examples provided.

get_task_metrics ~66

Use this when the user asks to get task workload metrics. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: customerId, crewIds (comma-separated numeric Crew IDs), websiteId, serverHost, startDate, and endDate.

No output schema declared.

No examples provided.

get_top_task_metrics ~72

Use this when the user asks to get top-task metrics. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: websiteId, serverHost, workspaceId, startDate, endDate, taskTitle, sortBy, sortDir, offset, and pageSize.

No output schema declared.

No examples provided.

get_usage_metric_history ~67

Use this when the user asks to get usage metric history. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: crewIds (comma-separated numeric Crew IDs), metricKeys, startDate, endDate, and scale (daily or monthly).

No output schema declared.

No examples provided.

get_usage_metrics ~67

Use this when the user asks to get aggregate system usage metrics. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: customerId, crewIds (comma-separated numeric Crew IDs), websiteId, serverHost, startDate, and endDate.

No output schema declared.

No examples provided.

get_usage_report ~38

Use this when the user asks to get a usage report definition. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
id–yes–

No output schema declared.

No examples provided.

get_usage_report_history ~69

Use this when the user asks to get usage report history. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
id–yes–
queryobject–Optional filters: crewIds, startDate, endDate, sectionIds, metricKeys, and scale (daily or monthly).

No output schema declared.

No examples provided.

list_ask_conversations ~54

Use this when the user asks to list Ask conversations. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
askWidgetId–yes–
queryobject–Optional filters: websiteHost (hostname).

No output schema declared.

No examples provided.

list_ask_widgets ~32

Use this when the user asks to list Ask Widgets. Returns only data visible to the linked Market Brew account.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_content_booster_assets ~39

Use this when the user asks to list Content Booster assets. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
id–yes–

No output schema declared.

No examples provided.

list_content_boosters ~64

Use this when the user asks to list Content Boosters. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: websiteId, serverHost, title, status, sortBy, sortDir, offset, and pageSize.

No output schema declared.

No examples provided.

list_crew_websites ~102

Use this when the user asks for current or licensed websites. To limit results to a Crew, set query.crewIds to its numeric Crew ID; use get_crew first when the user supplies a business name or email instead. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: customerId, crewIds (comma-separated numeric Crew IDs), websiteId, serverHost, startDate, and endDate.

No output schema declared.

No examples provided.

list_customer_licenses ~37

Use this when the user asks to list customer licenses. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
crew–yes–

No output schema declared.

No examples provided.

list_deep_crawl_inventory_versions ~42

Use this when the user asks to list retained crawl inventory versions. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
website–yes–

No output schema declared.

No examples provided.

list_deep_crawl_seed_attempts ~63

Use this when the user asks to list crawl seed attempt history. Returns only data visible to the linked Market Brew account.

NameTypeReqDescription
queryobject–Optional filters: offset and pageSize.
seedId–yes–
website–yes–

No output schema declared.

No examples provided.

Install

How do I install the Market Brew MCP server?

Market Brew is a hosted endpoint at https://brew.marketbrew.ai/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · brew.marketbrew.ai

# add to Claude Code
claude mcp add --transport http ai-marketbrew-marketbrew 'https://brew.marketbrew.ai/mcp'
Common questions

What is the Market Brew MCP server?

Market Brew is an MCP server listed in the public MCP registry as ai.marketbrew/marketbrew. Read-only Market Brew search engine modeling and AI visibility data via OAuth. This page covers its hosted endpoint (https://brew.marketbrew.ai/mcp).

Is the Market Brew MCP server safe to use?

Market Brew scores 85 out of 100 on VerifyMCP. 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 Market Brew MCP server expose?

Market Brew exposes 67 tools: get_account_management_snapshot, preview_account_management_command, check_ask_widget_health, get_ask_chat_session, get_ask_conversation, and 62 more. Their descriptions and schemas cost roughly 3,777 tokens of context every time the server is loaded.

Does the Market Brew MCP server require authentication?

No. We connected to Market Brew without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Market Brew MCP server still maintained?

Market Brew 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.