AI Pricing Hub
by gishh · remote · no sign-in to list tools · v1.0.0 · published by GitHub user gishh
Source-backed AI model pricing, rankings, history, and benchmark data.
11 tools: 2 change things and 9 only read.
Scanned Oct 21, 2026
- Deletes or cancels0Claude Code: deny
- Can't be undone0Claude Code: ask
- Changes things2Claude Code: ask: see these tools
- Only reads9Claude Code: allow: see these tools
No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.
claude mcp add --transport http aipricinghub https://aipricinghub.com/mcp/rpcTools
Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.
11 tools
Changes things 2Claude Code: ask
calculate_costEstimate cost from total input tokens, their cached subset, output tokens and request count.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it 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.
Annotations the server declares
- readOnlyHint: true
recommend_modelRecommend models for a workload using price, context, and benchmark evidence.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it Recommend models for a workload using price, context, and benchmark evidence.
Annotations the server declares
- readOnlyHint: true
Only reads 9Claude Code: allow
benchmark_lookupFind sourced benchmark rows by model, provider, or benchmark ID.No findings
Why it is in this group
- The name "benchmark_lookup" says "lookup": a word for reading.
Description, as the server wrote it Find sourced benchmark rows by model, provider, or benchmark ID.
Annotations the server declares
- readOnlyHint: true
compare_modelsCompare pricing, context, and sourced benchmarks for model IDs.No findings
Why it is in this group
- The name "compare_models" says "compare": a word for reading.
Description, as the server wrote it Compare pricing, context, and sourced benchmarks for model IDs.
Annotations the server declares
- readOnlyHint: true
find_best_valueRank models by available benchmark signal per listed token price.No findings
Why it is in this group
- The name "find_best_value" says "find": a word for reading.
Description, as the server wrote it Rank models by available benchmark signal per listed token price.
Annotations the server declares
- readOnlyHint: true
find_cheapestFind cheapest models by combined listed input plus output token price.No findings
Why it is in this group
- The name "find_cheapest" says "find": a word for reading.
Description, as the server wrote it Find cheapest models by combined listed input plus output token price.
Annotations the server declares
- readOnlyHint: true
latest_changesReturn recent model launches, removals, and pricing changes.No findings
Why it is in this group
- The description's first verb is "return": a word for reading.
Description, as the server wrote it Return recent model launches, removals, and pricing changes.
Annotations the server declares
- readOnlyHint: true
pricing_historyReturn historical pricing snapshots for a model ID.No findings
Why it is in this group
- The description's first verb is "return": a word for reading.
Description, as the server wrote it Return historical pricing snapshots for a model ID.
Annotations the server declares
- readOnlyHint: true
provider_summarySummarize model count, prices, benchmarks, and changes for a provider.No findings
Why it is in this group
- The description's first verb is "summarize": a word for reading.
Description, as the server wrote it Summarize model count, prices, benchmarks, and changes for a provider.
Annotations the server declares
- readOnlyHint: true
search_modelsSearch the pricing catalog with provider, workload, context, and price filters.No findings
Why it is in this group
- The name "search_models" says "search": a word for reading.
Description, as the server wrote it Search the pricing catalog with provider, workload, context, and price filters.
Annotations the server declares
- readOnlyHint: true
search_newsSearch AI Pricing Hub news items.No findings
Why it is in this group
- The name "search_news" says "search": a word for reading.
Description, as the server wrote it Search AI Pricing Hub news items.
Annotations the server declares
- readOnlyHint: true
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Install
Pinned to version 1.0.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http aipricinghub https://aipricinghub.com/mcp/rpcRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__aipricinghub__search_models",
"mcp__aipricinghub__compare_models",
"mcp__aipricinghub__find_cheapest",
"mcp__aipricinghub__find_best_value",
"mcp__aipricinghub__provider_summary",
"mcp__aipricinghub__pricing_history",
"mcp__aipricinghub__benchmark_lookup",
"mcp__aipricinghub__latest_changes",
"mcp__aipricinghub__search_news"
],
"ask": [
"mcp__aipricinghub__calculate_cost",
"mcp__aipricinghub__recommend_model"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as aipricinghub. Review it before you use it.