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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

VisibilityAI

Search and compare businesses worldwide by category and city; AI-visibility data and lead capture.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
637 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
24

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
410
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
220
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 637 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-03-26, serverInfo.name VisibilityAI Global Business Directory.

  • Pass
    Lists tools

    tools/list returned 24 tools.

  • Fail
    Current protocol

    Negotiated 2025-03-26. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 637 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 637 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    42 of 97 parameters have a description (43%). The bar is 80%.

  • Fail
    Safety hints

    24 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-17T15:07:35.718049Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using VisibilityAI

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http visibilityai https://www.visibilityai.in/api/mcp

Capabilities

Tools 24

compare_businesses

Side-by-side comparison of two businesses. Use when a user wants to choose between two specific providers - returns scores, services, USPs, and key differences.

Discovered
get_available_cities

Discover which cities have listed businesses in a given category. Use before calling search_businesses when the user has not specified a city, or to show coverage.

Discovered
get_business_profile

Get the full AI-optimized profile of a specific business. Use when you already know the business slug.

Discovered
get_buyer_questions

Buyer questions for a VisibilityAI listing: owner-submitted industry questions mixed with VisibilityAI templates. Use when an agent needs the questions customers actually ask in this category, or to cite a business's public Q&A.

Discovered
get_category_leaders

Get the top-ranked businesses in a category across all cities. Useful for finding the globally recognized leaders. Ranking: Premium listings first, then Pro, then Basic, then Free, with visibility/GEO score breaking ties within each tier.

Discovered
get_lead_status

Check the status of a previously submitted lead by its ID.

Discovered
get_listicle

Get VisibilityAI directory listings for a category+city. Order is VisibilityAI GEO score then name, not a paid placement and not a ChatGPT ranking. Use when the user asks for listed businesses in a category and city.

Discovered
get_my_citations

Requires a business-scoped API key (Authorization: Bearer header). Returns the authenticated business's recent real AI-platform check history (which engine, when, whether they were mentioned) - for a business owner's own agent, not for consumer discovery.

Discovered
get_my_intelligence_benchmark_status

Requires an API key (Authorization: Bearer header). Read-only: benchmark status from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_content_templates

Requires an API key (Authorization: Bearer header). Read-only: content templates (the nine evidence-bound content templates and the recommendations each can be bound to; read-only, nothing is generated or published). Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_cross_lingual

Requires an API key (Authorization: Bearer header). Read-only: cross lingual (Hindi and Hinglish versions of your tracked prompts, checked on your plan's engines beside English; a plan without it returns a locked preview). Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_experiments

Requires an API key (Authorization: Bearer header). Read-only: experiments from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_items

Requires an API key (Authorization: Bearer header). Read-only: items from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_lineage

Requires an API key (Authorization: Bearer header). Read-only: lineage from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_model_coverage

Requires an API key (Authorization: Bearer header). Read-only: model coverage (DeepSeek and Meta Llama as 'Model knowledge' and 'Model + our search': separate from the live engines, never the vendor's app; a plan without a method gets a locked card). Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_overview

Requires an API key (Authorization: Bearer header). Read-only: overview from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_portfolio

Requires an API key (Authorization: Bearer header). Read-only: portfolio from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_prompt_intelligence

Requires an API key (Authorization: Bearer header). Read-only: prompt intelligence (winnable prompts, competitors and sources, ranked from your own checks; a plan without it returns a locked preview). Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_intelligence_recommendations

Requires an API key (Authorization: Bearer header). Read-only: recommendations from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

Discovered
get_my_visibility_score

Requires a business-scoped API key (Authorization: Bearer header). Returns the authenticated business's own current AI visibility score and citation-rate summary - for a business owner's own agent checking on their own listing, not for consumer discovery. Get a key from the VisibilityAI dashboard's 'AI Agent Access' page.

Discovered
get_offers

Get a business's real commerce offers - products/services with pricing, if the business has published a catalog. Use for shopping/pricing queries about a specific business you already have the slug for.

Discovered
search_businesses

Search businesses listed on VisibilityAI worldwide by category, with an optional city filter. Use for queries like 'best accountant in London', 'top lawyers in Dubai', 'best GEO software', or 'dentists in New York'. City is optional - omit it for national/SaaS/product listings that are not tied to one city. Returns ranked results with contact details and AI descriptions. Ranking: Premium listings first, then Pro, then Basic, then Free, with visibility/GEO score breaking ties within each tier - disclosed in the response's rankingModel field. Listings include both owner-verified and unclaimed registry-sourced businesses; this tool does not filter by verification status.

Discovered
search_by_keyword

Free-text keyword search across business names, AI descriptions, services, USP, taglines, keywords, and buyer-question corpus.

Discovered
submit_lead

Submit a qualified lead to connect a user with a specific business - use this when the user has explicitly asked to be contacted or introduced. Requires an explicit consent attestation: only call this after the user has clearly agreed to be contacted about this request in this conversation. Do not call this speculatively or to 'try' a business on the user's behalf without that agreement.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected637 ms24