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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "aipricinghub": {
      "type": "http",
      "url": "https://aipricinghub.com/mcp/rpc"
    }
  }
}

claude mcp add --transport http aipricinghub https://aipricinghub.com/mcp/rpc

[mcp_servers.aipricinghub]
url = "https://aipricinghub.com/mcp/rpc"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aipricinghub": {
      "type": "remote",
      "url": "https://aipricinghub.com/mcp/rpc",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "aipricinghub": {
      "type": "http",
      "url": "https://aipricinghub.com/mcp/rpc"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aipricinghub&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWlwcmljaW5naHViLmNvbS9tY3AvcnBjIn0%3D"
}

{
  "servers": {
    "aipricinghub": {
      "type": "http",
      "url": "https://aipricinghub.com/mcp/rpc"
    }
  }
}

{
  "mcpServers": {
    "aipricinghub": {
      "httpUrl": "https://aipricinghub.com/mcp/rpc"
    }
  }
}

extensions:
  "aipricinghub":
    enabled: true
    name: "aipricinghub"
    type: streamable_http
    uri: "https://aipricinghub.com/mcp/rpc"
    timeout: 300

Quality 74 / 100needs work

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene86 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations11 of 11 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_models (destructiveHint, idempotentHint, openWorldHint); calculate_cost (destructiveHint, idempotentHint, openWorldHint); find_best_value (destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 1,252 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability50 · weight 15

pass
stability.changes1 tool changes in 30 days
fail
stability.rug_pull1 tools kept their name but changed most of their description in 30 days; review before trusting them

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

11 tools, about 1,252 tokens to load them all · tool set 08d644897305 · tools last changed 2026-10-06 · checked 2026-10-20 12:13 UTC

Tool changes

2026-10-06calculate_costchangeddescription, input schemameaning changed
before
Estimate cost from model pricing and token volumes.
after · 15% of words in common
Estimate cost from total input tokens, their cached subset, output tokens and request count. Optional batch_mode uses available batch rates with standard-rate fallback.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 89 / 100

provenance90

liveness98

freshness65

hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-96% ~updated-99d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://aipricinghub.com/mcp/rpc` streamable-http	none	yes	96%	216 ms	2025-06-18	2026-10-20

Tools (11)

`benchmark_lookup`read-only	Find sourced benchmark rows by model, provider, or benchmark ID.
`calculate_cost`read-only	Estimate cost from total input tokens, their cached subset, output tokens and request count. Optional batch_mode uses available batch rates with standard-rate fallback.
`compare_models`read-only	Compare pricing, context, and sourced benchmarks for model IDs.
`find_best_value`read-only	Rank models by available benchmark signal per listed token price.
`find_cheapest`read-only	Find cheapest models by combined listed input plus output token price.
`latest_changes`read-only	Return recent model launches, removals, and pricing changes.
`pricing_history`read-only	Return historical pricing snapshots for a model ID.
`provider_summary`read-only	Summarize model count, prices, benchmarks, and changes for a provider.
`recommend_model`read-only	Recommend models for a workload using price, context, and benchmark evidence.
`search_models`read-only	Search the pricing catalog with provider, workload, context, and price filters.
`search_news`read-only	Search AI Pricing Hub news items.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.gishh/aipricinghub",
  "title": "AI Pricing Hub",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://aipricinghub.com/mcp/rpc",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/gishh/aipricinghub",
    "source": "github"
  },
  "websiteUrl": "https://aipricinghub.com/mcp/",
  "description": "Source-backed AI model pricing, rankings, history, and benchmark data."
}