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Head to head · Seo rankings · October 2026 research run

Google Search Console API vs SE Ranking API + MCP

Google Search Console API scores 59 (C) on agent readiness against SE Ranking API + MCP's 50.9 (D), and leads in 3 of 7 scored categories. SE Ranking API + MCP leads on reliability, maintenance & community and transparency & trust. Both do seo rankings.

Google Search Console APIGoogle · HTTP API C59/100#508 of 841 SE Ranking API + MCPSE Ranking (SER Acquisition Inc.) · HTTP API D50.9/100#681 of 841

Which one, for what

Google Search Console API C

Good for An agent reporting on or monitoring search performance and index status for sites its user owns, with first-party click and impression counts.

Ahead on

  • Schema & documentation, 75 against 58
  • Agent ergonomics, 82 against 58
  • Security & auth, 56 against 21

Watch for

Data covers only properties the signed-in user has owner, full or read access to. It cannot be asked about any other domain

SE Ranking API + MCP D

Good for An agent that needs keyword, backlink, domain and AI search visibility data at a published price per call, or that manages rank tracking projects for an SE Ranking customer.

Ahead on

  • Reliability, 51 against 37
  • Maintenance & community, 79 against 71
  • Transparency & trust, 71 against 58

Watch for

No scoped or read-only keys. The MCP docs say a key has the same access as the account, including Project API deletes

Score by category

CategoryWeight this runGoogle Search Console APISE Ranking API + MCPEdge
Reliability16%203751SE Ranking API + MCP +14
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27558Google Search Console API +17
Agent ergonomics13%16.28258Google Search Console API +24
Security & auth14%17.55621Google Search Console API +35
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87179SE Ranking API + MCP +8
Transparency & trust7%8.85871SE Ranking API + MCP +13
Negative events≤1500
Total59 · C50.9 · D

Facts side by side

FactGoogle Search Console APISE Ranking API + MCP
KindHTTP APIHTTP API
VendorGoogleSE Ranking (SER Acquisition Inc.)
Hosted endpointhttps://searchconsole.googleapis.comhttps://api.seranking.com
TransportsHTTPHTTP, Streamable HTTP
AuthOAuthOAuth or key
PricingFreePay per use
x402nono
LicenceProprietary service under the Google APIs Terms of Service. The client libraries are Apache-2.0Proprietary service under the SE Ranking API Terms of Service. The OpenAPI file and the Claude skills on GitHub are MIT
Read-only variant documentedyesyes
llms.txtnono
MCP registrynot listedcom.seranking/mcp
Last release2026-09-232026-09-28
Terms last updated2021-11-09no date given
Privacy policy last updated2026-10-012026-06-25
Customer content may train modelsyesnot found in the text
Terms restrict automated accessyesyes
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textnot found in the text
Popularity12k stars, 70k npm/wk, 31.8M PyPI/wk0 stars

Verdicts

Google Search Console API

The API is free, with published quotas of 1,200 Search Analytics queries a minute per site and typed filters that accept regular expressions. It covers only properties the signed-in user manages, returns at most 50,000 rows a day per search type, and has no status page, SLA or dedicated changelog. A person must complete OAuth consent first.

SE Ranking API + MCP

Every Data API endpoint has a published credit cost, credits sell from $50 for 250,000 with no expiry, and a 14-day trial needs no card. Keys carry full account access with no scopes or read-only mode, the key may travel in the URL, and no security page, SLA or llms.txt was found.

Before you call either

Google Search Console API

  1. URL-encode the property in the path. A URL-prefix property needs its trailing slash, and a Domain property is written sc-domain:example.com
  2. Query one day at a time and page with startRow in steps of 25,000 until a response has no rows
  3. Leave page and query out of dimensions when totals must be accurate. Grouping by either drops some data
  4. Ask for webmasters.readonly unless the task adds or deletes properties or sitemaps
  5. After a quota exceeded error wait 15 minutes. If it repeats, the daily load quota is spent, so shorten date ranges and drop page or query grouping

SE Ranking API + MCP

  1. Send the key as Authorization: Token <key>, not Bearer and not ?apikey=, so it stays out of URLs and logs
  2. Call GET /v1/account/subscription (0 credits) and read units_left before a large pull. A short balance returns Insufficient funds
  3. Set limit and cols on per-record endpoints. Backlink summaries cost 100 credits a target and keyword rows 10 credits each
  4. Stay under 10 requests a second on the Data API and 5 on the Project API per key. Repeated overruns block the Project API for 10 minutes
  5. Ask the owner before any Project API or PROJECT_* create, update or delete call. The key has no read-only mode and nothing confirms a delete

Questions

Which is better for AI agents, Google Search Console API or SE Ranking API + MCP?

Google Search Console API scores 59 (C) on agent readiness against SE Ranking API + MCP's 50.9 (D), and leads in 3 of 7 scored categories. SE Ranking API + MCP leads on reliability, maintenance & community and transparency & trust.

Do Google Search Console API and SE Ranking API + MCP need an API key?

Google Search Console API uses an OAuth sign-in. SE Ranking API + MCP takes an API key or an OAuth sign-in.

Can an agent call Google Search Console API and SE Ranking API + MCP without installing anything?

Yes. Google Search Console API has a hosted endpoint at https://searchconsole.googleapis.com and SE Ranking API + MCP at https://api.seranking.com.

Other comparisons with Google Search Console API or SE Ranking API + MCP

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