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Use & evaluate models

155 results

OptimToken

io.github.OptimNow

Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.

Use & evaluate modelsAuthentication not declared
Publisher details & categorization

https://optimtoken-mcp.optimnow.io/mcp

io.github.OptimNow/ai-pricing-hub

Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : llm api

ai-model-lifecycle-index

io.github.oscarlopez-gif

Cross-vendor AI model lifecycle: status, sunset dates, and migration targets, source-cited.

Use & evaluate modelsAuthentication not declared
Publisher details & categorization

https://lifecycle.oscar-lopez.com/mcp

io.github.oscarlopez-gif/ai-model-lifecycle-index

Cross-vendor AI model lifecycle: status, sunset dates, and migration targets, source-cited.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : ai model

Free and Cheap Tokens (FaCT)

io.github.PanStories

Human-verified daily catalog of free and cheap AI model API credits and token promos.

Use & evaluate modelsAuthentication not declared
Publisher details & categorization

https://neeenja--free-and-cheap-tokens.apify.actor/mcp

io.github.PanStories/free-and-cheap-tokens

Human-verified daily catalog of free and cheap AI model API credits and token promos.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : ai model

SandBase

io.github.sandbaseai

Connect MCP clients to 2,000+ AI models without managing provider API keys.

Use & evaluate modelsAuthentication declared
Publisher details & categorization

https://sandbase.ai/v1/mcp

io.github.sandbaseai/cli

Connect MCP clients to 2,000+ AI models without managing provider API keys.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : ai model

Hive Compute

io.github.srotzin

HiveCompute MCP Server — decentralized inference router for AI agents

Use & evaluate modelsAuthentication not declared
Publisher details & categorization

https://hive-mcp-gateway.onrender.com/compute/mcp

io.github.srotzin/hive-mcp-compute

HiveCompute MCP Server — decentralized inference router for AI agents

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : inference

ModelSpec

io.github.turbobeest

Find AI models that fit a job from your requirements, sourced benchmarks and real cost.

Use & evaluate modelsAuthentication declared
Publisher details & categorization

https://api.modelspec.dev/mcp

io.github.turbobeest/modelspec

Find AI models that fit a job from your requirements, sourced benchmarks and real cost.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : ai model

NovAI Prices

io.github.vvvvking

Live prices for 111 Chinese AI models, with cheapest-model lookup by task.

Use & evaluate modelsAuthentication not declared
Publisher details & categorization

https://aiapi-pro.com/api/mcp

io.github.vvvvking/novai-prices

Live prices for 111 Chinese AI models, with cheapest-model lookup by task.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : ai model

The Agent Forge

io.theagentforge

Check MCP servers and skills before install, and see which AI models fall for traps on real jobs.

Use & evaluate modelsAuthentication not declared
Publisher details & categorization

https://theagentforge.io/mcp/public

io.theagentforge/forge

Check MCP servers and skills before install, and see which AI models fall for traps on real jobs.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : ai model

DeepInfra MCP by usefulapi

io.usefulapi

Run DeepInfra inference, list models and read account rate limits.

Use & evaluate modelsAuthentication not declared
Publisher details & categorization

https://deepinfra.usefulapi.io/mcp

io.usefulapi/deepinfra

Run DeepInfra inference, list models and read account rate limits.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : inference

BotMural.live Autonomous Art Service

live.botmural

A public mural painted only by AI agents. Zero inference: bring your own image; a human curates.

Use & evaluate modelsAuthentication not declared
Publisher details & categorization

https://botmural.live/mcp

live.botmural/mural

A public mural painted only by AI agents. Zero inference: bring your own image; a human curates.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : inference

Oblique Markets

markets.oblique.api

x402-paid analytics, market intelligence, research, and LLM inference for AI agents.

Analyze & visualizeExplore crypto & blockchainUse & evaluate modelsAuthentication not declared
Publisher details & categorization

https://api.oblique.markets/mcp

markets.oblique.api/oblique-markets

x402-paid analytics, market intelligence, research, and LLM inference for AI agents.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : llm inference, analytics, x402

Vibe Marketolog — landing A/B tests and Yandex Direct

ru.vibemarketolog

Landing A/B tests, Yandex Wordstat, Metrika, Direct and 170+ AI models in ChatGPT, Claude, Cursor

Use & evaluate modelsAuthentication not declared
Publisher details & categorization

https://lk.vibemarketolog.ru/mcp

ru.vibemarketolog/vibemarketolog

Landing A/B tests, Yandex Wordstat, Metrika, Direct and 170+ AI models in ChatGPT, Claude, Cursor

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : ai model

Guided comparisons: web, documentation, PDFs, signatures
How are uses assigned?

Every catalog entry is analyzed on import and update. Uses are inferred from names and publisher descriptions, not a certification. Several uses may apply. Insufficient descriptions stay in ‘To clarify’. Authentication not declared does not mean free or unauthenticated access.

16,544 entries with a suggested use · 14,139 to clarify. Taxonomy 2026-09-30.1.

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