BenchGecko

AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.

Connector by benchgecko.aiOfficial · Domain verified by the MCP Registry

IndexedLicense unknownRemote (HTTP)

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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/benchgecko-ai-benchgecko

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

https://benchgecko.ai/api/mcp Remote (HTTP)

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About

AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 9 read · 0 write · 0 deleteRead-only
Secrets: None asked for
Install scripts: Nothing to install (hosted)
Runs as: Hosted (remote endpoint)

Tools by what they do 9

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 9 · Look things up without changing anything.

cheapest_provider
compare_models
fetch
get_gecko_test
get_model
get_scorecard
latest_findings
search
search_models

Network hosts it talks to 1

benchgecko.ai · found in remote endpoint, install command

Tools (9)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

cheapest_providerCheapest provider for a modelread-only
Every provider serving a model, sorted by input price per 1M tokens (refreshed daily from provider endpoints), with output price, quantization and 1 day uptime.
compare_modelsCompare two modelsread-only
Side by side: BenchGecko score, list price, cheapest provider, context window, shared benchmark scores and Gecko Tests grades for two models.
fetchFetch a BenchGecko recordread-only
Fetch the full record for an id returned by search (model:<slug>, gecko-test:<slug> or scorecard).
get_gecko_testGecko Test resultsread-only
Results of one of BenchGecko's own tests (own measurements, CC BY 4.0): who-are-you (Does the model know which lab made it?) world-map (How well does the model draw the world map from memory?) censorship-index (How often does the model refuse legitimate questions?) knowledge-horizon (Where does the model's knowledge of world events actually stop?) tokenizer-tax (How many more tokens does the same text cost outside English?) same-model-different-host (Do providers serving the same open model give the same quality?) model-drift-index (Do models quietly change behind the same name?)
get_modelGet model factsread-only
Core facts for one AI model: BenchGecko score and rank, list price, price at every provider, benchmark scores with their original sources, Gecko Tests grades and as-of dates.
get_scorecardGecko Scorecardread-only
BenchGecko Gecko Scorecard: every model across BenchGecko's own profile tests with a letter grade per test and an overall Gecko Score (behavior, not intelligence).
latest_findingsLatest findingsread-only
Latest notable results detected in the Gecko Tests and price data (fixed rules, numbers and quotes from stored results).
searchSearch BenchGeckoread-only
Search BenchGecko models and Gecko Tests. Returns ids for fetch.
search_modelsSearch AI modelsread-only
Find AI models in the BenchGecko catalog by name, slug or lab. Returns slugs to use with get_model, cheapest_provider and compare_models, with BenchGecko score and list price.

Signals

Stars: 0
Forks: 0
Open issues: 0
Last commit: Oct 21, 2026 (9 days ago)
Last release: Oct 5, 2026 (25 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name: ai.benchgecko/benchgecko
Version: 1.0.0
Auth: Auth not stated
License: License unknown
Repository: github.com/BenchGecko/datasets
Website: benchgecko.ai/api-docs#mcp
First seen: Oct 24, 2026
Last checked: Oct 25, 2026
Source: Official MCP Registry github-graphql

Rank

of 44,833 in Connectors

Score

0.512

How ranking works →

Grades

Freshness

Active in the last 30 days. Last activity 9 days ago.

–

Security

Security scan: in progress. Grades from our dependency, secret, code and prompt-injection checks appear here once they launch. Until then, check the code before you install.

Indexed

Found automatically from a public source. Not yet claimed by its publisher.

How grades work →

Availability

100% uptime, last 30 days (1 check)

Last check: 6 days ago
Status: Up
Median response: 377 ms

Up
Up, auth required
Down
Not checked
No data

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Cite this page

BenchGecko MCP server. Agent Mart. https://agentmart.dev/connectors/benchgecko-ai-benchgecko (last updated 2026-10-25)