ZBS Index What actually exists in applied AI, with the source next to it

mcp server

Modelmeter

The changelog of record for the AI stack: sunset checks, deprecations, pricing, and model events.

Description as published by the maintainer. Source

  • version 1.0.0
  • active
  • documentation

active — Registry entry last updated 2026-07-04. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

What this server can do

7 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

check_model_dependencies(models)
Is my stack okay? Check a list of model ids against the record: scheduled retirements with days-remaining countdowns and migration targets, past retirements, and other breaking/action-required changes. Id matching tolerates dots vs dashes, dated snapshot suffixes, and bare or provider-prefixed forms. Call this at startup or in CI with the models you depend on. Required: models.
estimate_cost(model, input_tokens, output_tokens)
Estimate the USD cost of an LLM API call for a given model and token counts. Returns input/output/total cost, plus reseller markup vs. the upstream model when applicable. Required: model, input_tokens, output_tokens.
get_model(id)
Unified card for one model in a single call: normalized pricing, capabilities (context window, vision, reasoning, tags), availability, reseller markup vs. upstream, and a price-history summary (launch vs. current price, percent change, last change date, all-time low/high). Required: id.
get_price_history(model, since, until, provider)
Historical pricing time-series for a model or provider. Each point is a dated snapshot of the per-Mtok rates.
list_deprecations(limit, status, provider)
Per-model retirement rows from the record: which model dies when, with runway and migration target. Default shows scheduled (upcoming) retirements sorted by shutdown date.
list_events(type, limit, since, until, status, provider, severity)
The changelog of record for the model layer: deprecations, price changes, launches, and the market events around them. Filter by severity to find what demands action: 'breaking' (model going away, ID changing), 'action_required' (price/rate-limit/context changes), 'informational' (releases, funding).
list_models(limit, provider, include_unavailable)
List available models with their current pricing. Optionally filter by provider.

Last successful function declaration observed on . Source: https://modelmeter.xyz/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://modelmeter.xyz/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 1.0.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-04 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-04 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 7 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe modelmeter.xyz
mcp endpoint status ok The server listed 7 functions when asked. as of probe modelmeter.xyz

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://modelmeter.xyz/mcp — modelmeter.xyz, observed , trust tier 1.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.