A
licenseNot graded
qualityC
maintenanceEnables AI agents to retrieve real-time SERP data from Google, Shopping, Jobs, YouTube, and over 100 engines as structured JSON through MCP tools.
MIT
AIsa SERP — Google
by one.aisa
Server Details
Your agent needs the Google results page as it actually renders — organic and paid, the AI overview, maps, images, news, jobs and the finance panel — not a scraped guess.
What you can ask for • "What does the SERP for this keyword look like in Germany, on mobile?" • "Does this query trigger an AI overview, and what does it say?" • "Who is advertising against our brand name?" • "Find local results and the map pack for this phrase." • "Search Google by this image and tell me where else it appears."
How to use it Point any MCP client at https://mcp.aisa.one/seo-serp/mcp and sign in with OAuth — there is no key to create or paste. 38 tools across Google's surfaces: organic, ads and advertisers, AI mode, autocomplete, images, news, maps and local, events, jobs, datasets, scholar, finance quotes and markets, plus Semrush's organic and paid result sets.
Why this rather than the source Location and language are parameters, so you can read the page a customer in another country sees.
It is also a door to the rest The same login reaches 26 sources and 580+ operations. Read the SERP here, then ask the same agent who links to the winner or how much traffic they get — without adding a second server.
What it costs Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident.
Where else it reaches https://mcp.aisa.one/seo-serp-other-engines/mcp for Bing, Yahoo, Baidu, Naver, Seznam and YouTube. https://mcp.aisa.one/seo/mcp for all of it at once — rankings, keywords, backlinks, site health and AI-answer visibility across DataForSEO, Semrush and Ahrefs.
Ownership verified
The last two health checks of this connector failed. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.
If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.
- Status
- Unhealthy
- Uptime
- 0.0% over the last 24 hours
- OAuth
- Works in Glama
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
C2.6/5.0
Scored across 45 tools
Disambiguation3/5
The bulk of the set maps cleanly to distinct Google SERP types (organic, news, images, maps, jobs, finance, events, autocomplete), but the `_live` / `_live_html` / `_live_regular` triplicate per SERP type plus separate `get_*` vs `post_*` forms creates genuine confusion about which to pick. The naming actively misleads in places: `get_dataforseo_serp_google_events_locations` and `..._jobs_locations` actually return SERP results, not location lists, while `..._gads_advertisers_locations` is opaque and undocumented. The router/meta layer (`search`, `list_categories`, `account`, `batch_*`) further overlaps with the concrete endpoint tools for agents deciding how to reach Google data.
Naming Consistency3/5
The DataForSEO tools share a uniform snake_case prefix scheme, but the verb is the HTTP method (`get_`/`post_`) rather than the operation, and `get_` is overloaded across 'list locations', 'fetch queued result', and 'run a SERP query' — so names do not predict behavior. The meta tools (`search`, `account`, `use`, `list_categories`, `batch_use`) use bare or different conventions, mixing two naming families in one server. `use` marked deprecated alongside `batch_use` adds a redundant variant.
Tool Count2/5
45 tools is far beyond the practical range for a single SERP provider, and a large fraction are near-duplicates (`_live` vs `_live_html` vs `_live_regular` across a dozen SERP types). The html-scraping variants alone double the surface without adding distinct discovery power. The six router/account/batch tools could plausibly stand alone; the rest is endpoint enumeration that would be better served by a parameterized tool.
Completeness4/5
Coverage of Google SERP verticals is genuinely broad — organic, news, images, maps, local finder, jobs, events, finance (explore/markets/quote/ticker), datasets, autocomplete, AI mode, ads transparency, and search-by-image. Gaps are modest: only Jobs and Search-by-Image expose submit/fetch task flows, so queued/bulk retrieval is missing for organic and the other verticals. The account/billing and batch-quote lifecycle is otherwise well covered.
Publisher details
- Operator
- AIsa · Publisher source
- Operator website
- https://aisa.one
- Vendor relationship
- Independent
- Documentation
- https://mcp.aisa.one/servers
- Trust center
- Not available
- Restrictions
- No paid plan, admin approval, regional limit or custom OAuth app is needed to connect. Sign-in is OAuth against auth.aisa.one with dynamic client registration (RFC 7591), or an Authorization: Bearer AIsa API key. search, get_details and list_categories are free. use and batch_use are billed per call to the caller's own AIsa key, and max_price_usd refuses anything above a cap before any spend. Some operations are subscription-only on the gateway and answer 402 without the Hive GTM Growth plan.
Available Tools
45 toolsaccountShow account and usageARead-onlyInspect
Who am I, what can I use, how much can I spend: the key, the account balance, the Go-to-Market wallet when one is active, and usage for today, 7 days and 30 days. Free; needs the Authorization header. Call it to verify a new connection or to explain a 402. ok is true only when the balance was read; otherwise each entry of errors says what to do in next_step.
Inputs: no named parameters. Returns: object
batch_get_schemaGet AIsa tool schemas in one batchARead-onlyIdempotentInspect
Retrieve schemas for 1 to 20 exact tool names from search. Build arguments from successful schemas, then call batch_quote. Do not call batch_use yet. Use tool names exactly as search returns them, without a client prefix such as mcp__aisa__. Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.
Inputs: tools (required), session_id, include_documentation, include_response_schema, +1 more. Returns: tools, session_id, error_count, total_count, +2 more
batch_quoteQuote published AIsa tools without executing themARead-onlyIdempotentInspect
Obtain AIsaServices cost quotes for 1 to 20 published tools without executing them. Same input as batch_use: exact tool names and schema-valid arguments. Never falls back to execution. The response reports auto_execute_eligible and auto_execute_threshold_micros_usd. auto_execute_eligible waives only the extra cost-confirmation step and does not override a user prohibition on execution, a narrower scope, or a tighter budget limit. Quotes are price observations, not authorization grants. Use tool names exactly as search returns them, without a client prefix such as mcp__aisa__. Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.
Inputs: calls (required), search_id, session_id. Returns: results, batch_id, session_id, error_count, +5 more
batch_useExecute published AIsa toolsADestructiveInspect
Billable API calls can incur substantial charges. Never call before a successful batch_quote for the same tools and arguments. Execute only when that quote response reports auto_execute_eligible=true for these calls, or when explicit user authorization covers that cost and risk. auto_execute_eligible waives only the extra cost-confirmation step; it does not override a user prohibition on execution, a narrower scope, or a tighter budget limit. Re-quote if tools, arguments, or scope change. Execute 1 to 20 independent published-tool calls; never silently retry. A missing or failed quote is not free. Use tool names exactly as search returns them, without a client prefix such as mcp__aisa__. Reuse the session_id returned by Search in all subsequent tool calls for this task. If omitted, a new session is created.
Inputs: calls (required), search_id, session_id. Returns: results, batch_id, session_id, error_count, +3 more
get_dataforseo_serp_gads_advertisers_locationsList of Google Ads Advertisers Locations for SERP APICRead-onlyIdempotentInspect
As a response of the API server, you will receive JSON-encoded data containing a tasks array with the information specific to the set tasks.
Usage-based billing; Default request estimate: $0.012 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: no named parameters. Returns: object
get_dataforseo_serp_gads_search_locationsList of Google Ads Search Locations for SERP APIDRead-onlyIdempotentInspect
Usage-based billing; Default request estimate: $0.012 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: no named parameters. Returns: object
get_dataforseo_serp_google_ai_mode_languagesList of Google AI Mode Languages for SERPBRead-onlyIdempotentInspect
You will receive the list of languages by calling this API. As a response of the API server, you will receive JSON-encoded data containing a tasks array with the information specific to the set tasks.
Usage-based billing; Default request estimate: $0.012 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: no named parameters. Returns: object
get_dataforseo_serp_google_events_locationsList of Google Events Locations for SERP APICRead-onlyIdempotentInspect
Returns the events Google surfaces for a query on Google. Returns keyword, type, se_domain, location_code, language_code, check_url, datetime, spell, refinement_chips, item_types, items_count and items. Wrapped in DataForSEO's envelope: data in tasks[0].result, outcome in tasks[0].status_code - a rejected request still returns HTTP 200.
Usage-based billing; Default request estimate: $0.012 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: no named parameters. Returns: object
get_dataforseo_serp_google_jobs_fetchGet Google Jobs Advanced Results by idCRead-onlyIdempotentInspect
Description of the fields for sending a request:
Published reference price: $0 USD per successful request. Account-specific pricing and final settlement may differ.
Inputs: id (required). Returns: object
get_dataforseo_serp_google_jobs_fetch_htmlGet Google Jobs HTML Results by idDRead-onlyIdempotentInspect
Description of the fields for sending a request:
Published reference price: $0 USD per successful request. Account-specific pricing and final settlement may differ.
Inputs: id (required). Returns: object
get_dataforseo_serp_google_jobs_locationsList of Google Jobs Locations for SERP APICRead-onlyIdempotentInspect
Returns the job listings Google surfaces for a query on Google. Returns keyword, type, se_domain, location_code, language_code, check_url, datetime, spell, refinement_chips, item_types, items_count and items. Wrapped in DataForSEO's envelope: data in tasks[0].result, outcome in tasks[0].status_code - a rejected request still returns HTTP 200.
Usage-based billing; Default request estimate: $0.012 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: no named parameters. Returns: object
get_dataforseo_serp_google_search_by_image_fetchGet Google Search By Image SERP Advanced Results by idDRead-onlyIdempotentInspect
Description of the fields for sending a request:
Published reference price: $0 USD per successful request. Account-specific pricing and final settlement may differ.
Inputs: id (required). Returns: object
get_dataforseo_serp_google_search_by_image_fetch_htmlGet Google Search By Image HTML Results by idARead-onlyIdempotentInspect
Retrieves a queued Google search by image result by id as raw HTML. 🔴 Measured at 2.4 MB against 57 KB parsed on the Google organic pair. Free - the charge was on the submit. Wrapped in DataForSEO's envelope: data in tasks[0].result, outcome in tasks[0].status_code - a rejected request still returns HTTP 200.
Published reference price: $0 USD per successful request. Account-specific pricing and final settlement may differ.
Inputs: id (required). Returns: object
get_semrush_organic_resultsOrganic ResultsDRead-onlyIdempotentInspect
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: phrase (required), database. Returns: object
get_semrush_paid_resultsPaid ResultsDRead-onlyIdempotentInspect
Usage-based billing; Default request estimate: $0.04 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: phrase (required), database. Returns: object
list_categoriesBrowse the AIsa catalogueARead-onlyInspect
The AIsa catalogue at a glance: categories, the servers in each, tool counts, and the dedicated endpoint to connect if you only need one category. Free. (AIsa-only: tool-router has no equivalent.) Use mcp.aisa.one/mcp?modules=<category> (or mcp.aisa.one/<category>/mcp) to have that category's tools listed directly instead of via search.
Inputs: no named parameters. Returns: object
post_dataforseo_serp_gads_advertisers_liveLive Google Ads Advertisers AdvancedADestructiveInspect
Returns the advertisers matching a query in Google's ads transparency data on Google, synchronously. Returns keyword, type, se_domain, location_code, language_code, check_url, datetime, spell, refinement_chips, item_types, items_count and items. Measured at 57 KB for a ten-result Google query. ⚠️ Three result depths exist for the same query and differ by two orders of magnitude: regular measured 4.8 KB, advanced 57 KB, and html 2.4 MB. advanced is the default choice; take regular when only the ranked list matters and html only to check what the parser dropped. Wrapped in DataForSEO's envelope: data in tasks[0].result, outcome in tasks[0].status_code - a rejected request still returns HTTP 200.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body (required). Returns: object
post_dataforseo_serp_gads_search_liveLive Google Ads Search AdvancedADestructiveInspect
Returns the ads running against a keyword on Google, synchronously. Returns keyword, type, se_domain, location_code, language_code, check_url, datetime, spell, refinement_chips, item_types, items_count and items. Measured at 57 KB for a ten-result Google query. ⚠️ Three result depths exist for the same query and differ by two orders of magnitude: regular measured 4.8 KB, advanced 57 KB, and html 2.4 MB. advanced is the default choice; take regular when only the ranked list matters and html only to check what the parser dropped. Wrapped in DataForSEO's envelope: data in tasks[0].result, outcome in tasks[0].status_code - a rejected request still returns HTTP 200.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_ai_mode_liveLive Google AI Mode SERPBDestructiveInspect
Google AI Mode SERP API provides search results from the AI Mode feature of Google Search.
Usage-based billing; Default request estimate: $0.004 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_ai_mode_live_htmlLive Google Ai Mode SERP HTMLBDestructiveInspect
Live SERP HTML provides a raw HTML page of 100 search engine results for the specified keyword, search engine, and location.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_autocomplete_liveLive Google Autocomplete AdvancedCDestructiveInspect
Google Autocomplete is a feature within Google Search that improves the search experience by allowing users to complete searches they started to type. DataForSEO SERP API will provide you with all the suggestions Google Autocomplete offers for a particular keyword, the position of the cursor pointer, and the search client.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_dataset_info_liveLive Google Dataset Info AdvancedBDestructiveInspect
Live Google Dataset Info provides real-time data on the dataset you specify in the request. You will get data from a page of the dataset displayed separately from the SERP. It contains information about dataset content, authors, licenses, and description on the SERP.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_dataset_search_liveLive Google Dataset Search AdvancedBDestructiveInspect
Live Google Dataset Search provides real-time data on the top 20 Google Dataset search engine results. These results are specific to the indicated keyword. You can specify other parameters optionally.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_events_liveLive Google Events SERP AdvancedADestructiveInspect
Returns the events Google surfaces for a query on Google, synchronously. Returns keyword, type, se_domain, location_code, language_code, check_url, datetime, spell, refinement_chips, item_types, items_count and items. Measured at 57 KB for a ten-result Google query. ⚠️ Three result depths exist for the same query and differ by two orders of magnitude: regular measured 4.8 KB, advanced 57 KB, and html 2.4 MB. advanced is the default choice; take regular when only the ranked list matters and html only to check what the parser dropped. Wrapped in DataForSEO's envelope: data in tasks[0].result, outcome in tasks[0].status_code - a rejected request still returns HTTP 200.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body (required). Returns: object
post_dataforseo_serp_google_finance_explore_liveLive Google Finance Explore AdvancedBDestructiveInspect
Live Google Finance Explore provides real-time data from the ‘Explore’ tab of Google Finance. These results are specific to the parameters you specify in the request: location and language.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_finance_explore_live_htmlLive Google Finance Explore SERP HTMLBDestructiveInspect
Live SERP HTML provides raw HTML page from the ‘Explore’ tab of Google Finance. These results are specific to the parameters you specify in the request: location and language.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_finance_markets_liveLive Google Finance Markets AdvancedBDestructiveInspect
Live Google Finance Markets provides real-time data from the ‘Markets’ tab of Google Finance. These results are specific to the parameters you specify in the request: location, language, and market_type.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_finance_markets_live_htmlLive Google Finance Markets SERP HTMLBDestructiveInspect
Live SERP HTML provides raw HTML from the ‘Markets’ tab of Google Finance. These results are specific to the parameters you specify in the request: location and language.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_finance_quote_liveLive Google Finance Quote AdvancedBDestructiveInspect
Live Google Finance Quote provides real-time data from the ‘Quote’ tab of Google Finance. These results are specific to the parameters you specify in the request: ticker in the keyword field, location and language.
Usage-based billing; Default request estimate: $0.002 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_finance_quote_live_htmlLive Google Finance Quote SERP HTMLBDestructiveInspect
Live SERP HTML provides raw HTML from the ‘Quote’ tab of Google Finance. These results are specific to the parameters you specify in the request: ticker in the keyword field, location and language.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_finance_ticker_search_liveLive Google Finance Ticker Search AdvancedCDestructiveInspect
Live Google Finance Ticker Search allows you to search for financial instruments available on Google Finance along with additional information. The result is specific to the parameters you specify in the request: keyword (name of a company or financial instrument) in the keyword field, location and language.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_images_liveLive Google Images SERPBDestructiveInspect
Live Google Images SERP provides real-time data on top 100 images results for the specified keyword, search engine, and location.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_images_live_htmlLive Google Images SERP HTMLBDestructiveInspect
Live SERP HTML provides a raw HTML page of 100 search engine results for the specified keyword, search engine, and location.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_jobs_submitSetting Google Jobs TasksCDestructiveInspect
This endpoint will provide you with SERP data from the Google Jobs search engine. The returned results are specific to the keyword as well as the language and location parameters of the POST request.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_local_finder_liveLive Google Local Finder SERPBDestructiveInspect
Live Google Local_finder SERP provides real-time search engine results for the specified keyword and location.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_local_finder_live_htmlLive Google Local Finder SERP HTMLBDestructiveInspect
Live Google Local Finder SERP HTML provides a raw HTML page of the search engine results for the specified keyword, search engine, and location.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_maps_liveLive Google Maps SERPBDestructiveInspect
Live Google Maps SERP provides real-time data on top 100 search engine results for the specified keyword, search engine, and location.
Usage-based billing; Default request estimate: $0.002 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_news_liveLive Google News SERPCDestructiveInspect
Live Google News SERP provides real-time data on top search engine results for the specified keyword, search engine, and location.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_news_live_htmlLive Google News SERP HTMLCDestructiveInspect
Live SERP HTML provides a raw HTML page of 10 search engine results for the specified keyword, search engine, and location.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_organic_liveLive Google Organic SERP AdvancedBDestructiveInspect
Live SERP provides real-time data on top search engine results for the specified keyword, search engine, and location. This endpoint will supply a complete overview of featured snippets and other extra elements of SERPs. for more info please visit 'https://docs.dataforseo.com/v3/serp/google/organic/live/advanced/?bash'
Usage-based billing; Default request estimate: $0.0175 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_organic_live_htmlLive Google Organic SERP HTMLBDestructiveInspect
Live SERP HTML provides a raw HTML page of search engine results for the specified keyword, search engine, and location.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_organic_live_regularLive Google Organic SERP RegularBDestructiveInspect
Live SERP provides real-time data on search engine results for the specified keyword, search engine, and location.
Usage-based billing; Default request estimate: $0.008 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
post_dataforseo_serp_google_search_by_image_submitSetting Google Search By Image SERP TasksCDestructiveInspect
Google Search By Image SERP API provides up to top 100 search engine results based on the image you specified. These results are specific to the selected location (see the List of Locations) and language (see the List of Languages) settings.
Usage-based billing; Default request estimate: $0.02 USD (not a fixed price). Account-specific pricing and final settlement may differ.
Inputs: body. Returns: object
searchSearch AIsa tools and agent-ready plansARead-onlyInspect
Discover AIsa tools and Plans for external data or actions. Skip tasks that only need supplied content or general knowledge. For multi-step tasks, search the full goal before decomposing it. Use English; put identifiers in known_fields. If has_full_schema=false, call batch_get_schema. Next call batch_quote, not batch_use. Do not search for standalone rewriting, translation, summarization, formatting, or calculations on supplied content. For one capability, use an atomic query. Select a matching capability, date window, and metric. A Plan may cover only part of the task; assess its purpose and follow next_steps_guidance.
Inputs: query (required), limit, category, session_id, +2 more. Returns: plan, tools, search_id, session_id, +2 more
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
Related MCP Connectors
Google is not the whole market. Your agent needs Bing, Yahoo, Baidu, Naver, Seznam and YouTube results — the engines that decide whether you exist in China, Korea, Japan or Central Europe. **What you can ask for** • "What ranks for this term on Baidu, and how different is it from Google?" • "Check Naver results for our Korean brand name." • "Compare Bing and Yahoo results for the same query." • "What comes up on YouTube search for this phrase in Japanese?" • "Take a screenshot of the results page as a user there sees it." **How to use it** Point any MCP client at https://mcp.aisa.one/seo-serp-other-engines/mcp and sign in with OAuth — there is no key to create or paste. 34 tools: organic results from Bing, Yahoo, Baidu, Naver and Seznam in live, regular and raw-HTML forms, YouTube search, an AI summary of a result set, and a rendered screenshot. **Why this rather than the source** The engines that matter outside the US, with the same call shape as the Google ones. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Check the local engine here, then ask the same agent what the site's traffic or backlinks look like in that market — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/seo-serp/mcp for Google itself. https://mcp.aisa.one/seo/mcp for all of it at once — rankings, keywords, backlinks, site health and AI-answer visibility across DataForSEO, Semrush and Ahrefs.
Your agent needs the whole search picture — what you rank for, who outranks you, who links to them, what is broken on the site, and whether ChatGPT names you at all. Normally that is three SEO vendors and three subscriptions. **What you can ask for** • "What does this domain rank for, and which competitors take the same keywords?" • "Who links to my competitor and not to me?" • "Crawl this site and list the pages with broken tags or duplicate content." • "Does Perplexity cite us when asked about this category?" • "How hard is this keyword, and what does the SERP look like today?" **How to use it** Point any MCP client at https://mcp.aisa.one/seo/mcp and sign in with OAuth — there is no key to create or paste. 60 tools spanning DataForSEO, Semrush and Ahrefs: SERPs, keywords and difficulty, backlinks and referring domains, on-page crawling, domain authority, and answers from ChatGPT, Claude, Gemini and Perplexity. **Why this rather than the source** Three indexes behind one account, so you can cross-check a number instead of trusting one vendor's version of it. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Check the ranking here, then ask the same agent for that competitor's traffic mix, its ad spend, or the person to email — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** Narrower endpoints: https://mcp.aisa.one/seo-serp/mcp · /seo-keywords/mcp · /seo-backlinks/mcp · /seo-onpage/mcp · /seo-labs/mcp · /seo-ai-visibility/mcp · /seo-content/mcp · /seo-domains/mcp · /seo-business/mcp · /seo-merchant/mcp · /seo-apps/mcp · /seo-serp-other-engines/mcp
Your agent needs the derived numbers — domain authority, what a site ranks for, related and relevant keywords, search intent, and who the real competitors are — for Google, Amazon and the app stores. **What you can ask for** • "What is this domain's authority, and how has its rank history moved?" • "Which keywords does this site rank for, and with what intent?" • "Who are this domain's organic competitors, and where do we overlap?" • "Which keywords does this Amazon product rank for?" • "Compare these two domains keyword by keyword." **How to use it** Point any MCP client at https://mcp.aisa.one/seo-labs/mcp and sign in with OAuth — there is no key to create or paste. 46 tools: ranked, related and relevant keywords, keyword ideas and intent, domain authority and rank history, competitor and intersection analysis, bulk metrics, plus the same shapes for Amazon products and Apple and Google Play apps. **Why this rather than the source** Ahrefs domain rating, Semrush rank history and DataForSEO Labs answering the same questions side by side. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Size the competitor here, then ask the same agent for their traffic mix or their contacts — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/seo/mcp for all of it at once — rankings, keywords, backlinks, site health and AI-answer visibility across DataForSEO, Semrush and Ahrefs.
Your agent needs the open web — searched by more than one engine, and read as clean markdown rather than raw HTML. **What you can ask for** • "Search this question with two providers and tell me where they disagree." • "Scrape these 40 URLs into markdown, in one batch." • "Crawl this documentation site and give me every page." • "Do deep research on this topic and cite the sources." • "Find the academic papers behind this claim." **How to use it** Point any MCP client at https://mcp.aisa.one/search/mcp and sign in with OAuth — there is no key to create or paste. 30 tools across several independent providers: Tavily and Exa search, answers, contents and agent runs; Firecrawl scrape, batch scrape, crawl, map and search; Perplexity Sonar, Sonar Pro, reasoning and deep research; Oxylabs AI search and LLM jobs; OpenAI and Anthropic web search; and scholarly search. **Why this rather than the source** Several independent indexes behind one account, because one engine's blind spot is not visible from inside it. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Find the page here, then ask the same agent who links to it or how much traffic it gets — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/seo-serp/mcp for the Google results page itself, https://mcp.aisa.one/seo-serp-other-engines/mcp for Bing, Baidu and Naver.
Related MCP Servers
- AlicenseNot gradedqualityCmaintenanceAn MCP server that gives agents live, structured search results from Google, Jobs, Shopping, News, Scholar, Maps, YouTube and 100+ other engines, with each response trimmed to titles, prices, dates, authors, links and pagination so it fits in a context window. Tools share a consistent envelope with result counts and next-page tokens, letting clients like Claude Desktop and Cursor page through results and fall back gracefully when nothing is found.16 npmMIT
- AlicenseAqualityCmaintenanceEnables AI agents to run live Google searches and retrieve organic results, snippets, sitelinks, People Also Ask, related searches, and Google's AI Overview with citations via a zero-dependency MCP server.2MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to run real Google searches through a self-hosted browser on their own IP or a proxy, returning typed JSON with organic results rewritten to their true destination URLs, AI Overviews, People also ask, related searches, and structured block errors. Requires no API key and works over MCP with any client.38 PyPI9MIT
Try in Browser
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd
Glama MCP Gateway
Add one secure layer between your agents and this server.