vLLM
vLLM is a high-throughput, memory-efficient open-source inference and serving engine for LLMs. It provides an OpenAI-compatible REST server (vllm serve) plus a Python API. vLLM is Apache 2.0 and run on your own GPU infrastructure; there is no hosted vLLM SaaS from the project itself.
vLLM publishes 7 API contracts indexed on the APIs.io network, including Audio API, Completions API, Embeddings API, and 4 more. Tagged areas include LLM, Inference, Open Source, GPU, and OpenAI-Compatible.
The vLLM catalog on APIs.io includes 1 Spectral governance ruleset.
vLLM’s developer surface includes authentication, engineering blog, and 10 more developer resources.
Kin Score
Markets this provider is in provisional
The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.
| Market | Position | Depth | Registered MCP server | Declares compatibility |
|---|---|---|---|---|
| Retrieval, Vector and RAG | covered | 34.5 (thin) | - | 1 |
Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.
Standards implemented 2
Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.
APIs 7
Individual APIs this provider publishes, each with its own machine-readable definition.
vLLM OpenAI-Compatible Server
OpenAI-compatible REST API exposed by `vllm serve`. Endpoints include /v1/chat/completions, /v1/completions, /v1/embeddings, /v1/score, /v1/audio/transcriptions, /v1/audio/trans...
vLLM Audio API
OpenAI-compatible audio endpoints
vLLM Completions API
OpenAI-compatible text completions
vLLM Embeddings API
OpenAI-compatible embeddings
vLLM Scoring API
vLLM-specific scoring and reranking endpoints
vLLM Tokenize API
vLLM-specific tokenize/detokenize utilities
vLLM Chat Completions API
OpenAI-compatible chat completions
Scroll for all 7
Open Collections 7
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
vLLM OpenAI-Compatible Server Audio API
OPEN COLLECTIONvLLM OpenAI-Compatible Server Audio Chat API
OPEN COLLECTIONvLLM OpenAI-Compatible Server Audio Completions API
OPEN COLLECTIONvLLM OpenAI-Compatible Server Audio Embeddings API
OPEN COLLECTIONvLLM OpenAI-Compatible Server Audio Scoring API
OPEN COLLECTIONvLLM OpenAI-Compatible Server Audio Tokenize API
OPEN COLLECTIONvLLM OpenAI-Compatible Server
OPEN COLLECTIONScroll for all 7
vLLM API pricing
Not yet checked against vLLM's own pricing page. Compiled by API Evangelist on 2026-05-08 from github.com/vllm-project/vllm; confirm before you rely on a figure. A free plan or tier is listed.
| Plan | Price |
|---|---|
| Self-Hosted (Apache 2.0) free | Free |
Plan details, limits and sources →
Rate limits
- Project-level: no built-in cap n/a
- Per-deployment (operator-set): configured via --max-num-seqs concurrent requests
Compiled by API Evangelist, not yet checked against vLLM's documentation. Rate-limit details →
Pricing Plans 1
Published pricing tiers and plan structures.
vLLM Plans Pricing
PLANSRate Limits 1
Documented rate limits and quota policies.
vLLM Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals for API financial operations.
vLLM Finops
FINOPSSpectral Rules 1
Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.
vLLM API Rules
SPECTRALSecurity Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access (API Evangelist recommendations) 1
Recommended x-agentic-access execution contracts for AI agents.
Resources
Get Started 1
Portal, sign-up, and the first successful call
Agent Surfaces 2
MCP servers, agent skills, and machine-readable catalogs
Access & Security 2
Authentication, authorization, and security posture
Operate 1
Status, limits, changes, and where to get help
Commercial 2
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
Other 1
Properties that don't map to a standard resource type
Source (apis.yml)
vLLM API — frequently asked questions
Does vLLM have an API?
Yes. APIs.io lists 7 APIs from vLLM, including vLLM OpenAI-Compatible Server, vLLM Audio API and vLLM Completions API, and 4 more.
Is there an OpenAPI specification for the vLLM API?
Yes. APIs.io indexes 6 OpenAPI specifications for vLLM, each linked for download from this page.
How do I authenticate with the vLLM API?
vLLM uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as vLLM Authentication.
How much does the vLLM API cost?
APIs.io lists 1 pricing plan for vLLM, with each plan's price, limits and inclusions under Pricing on this page.
Is the vLLM API ready for AI agents?
vLLM has a Kin Score of 25.2 out of 100 (emerging) and an Agent Readiness score of 19.6 (agent-aware), scored by API Evangelist on 2026-11-13.
Work with this as data
Every provider here is available over the APIs.io API and to AI agents over MCP.