Fireworks AI

Fireworks AI is a production-grade inference platform for open-source and proprietary generative models. The Fireworks API hosts Llama, DeepSeek, Qwen, Mixtral, Stable Diffusion, and other models with serverless pay-per-token, on-demand dedicated GPU, and batch deployment options, plus managed fine-tuning.

Fireworks AI publishes 5 API contracts indexed on the APIs.io network, including anthropic-messages.openapi_other API, gateway-extra.openapi_Gateway API, Gateway.openapi Gateway API, and 2 more. Tagged areas include Artificial Intelligence, LLM, Inference, Multi-Modal, and Fine-Tuning.

The Fireworks AI catalog on APIs.io includes 1 event-driven AsyncAPI specification and 1 Spectral governance ruleset.

Fireworks AI’s developer surface includes pricing, authentication, documentation, engineering blog, and 9 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

36.8/100 thin ▬ flat Agent 39/100 agent ready Front door AI 6/6 dominant Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessPaid

5 published contracts 1 MCP Servers

Artificial Intelligence LLM Inference Multi-Modal Fine-Tuning GPU

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 36.8/100 · thin

Contract Quality 8.4 / 19

Developer Ergonomics 4.7 / 15

Access Clarity 5.5 / 15

Operational Transparency 3.3 / 10

Contract Governance 1.0 / 9

Discoverability 6.0 / 8

Regulatory Posture 1.6 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 39/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 6 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 6 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 4 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the AI & Biometrics regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Agent Skills +5 pts — skills artifact present, graded by who authored it
Protected Resource Metadata +5 pts — a served /.well-known/oauth-protected-resource carrying `resource` (documented), and naming its authorization_servers (verified)

3 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Developer Ergonomics scores 31.0 — up to +13.8 composite points
Contract Quality scores 44.9 — up to +13.8 composite points
Access Clarity scores 36.8 — up to +12.6 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/fireworks-ai/apis.yml: open an issue on github.com/api-evangelist/fireworks-ai to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

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	51.8	-	1
Speech and Voice AI	covered	51.8	-	1
Hugging Face Hub Organisations	covered	51.8	-	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 4

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.

The Anthropic Messages Dialect

declared — publishes a spec that declares them

2 core of 244 operations graded · api-commons/models

The OpenAI Interface

declared — publishes a spec that declares them

2 core of 338 operations graded · api-commons/models

Model Context Protocol (MCP)

measured — observed by APIs.io (platform)

OpenAPI

measured — observed by APIs.io (published)

APIs 5

Individual APIs this provider publishes, each with its own machine-readable definition.

Fireworks AI anthropic-messages.openapi_other API

The anthropic-messages.openapi_other API from Fireworks AI — 1 operation(s) for anthropic-messages.openapi_other.

Fireworks AI gateway-extra.openapi_Gateway API

The gateway-extra.openapi_Gateway API from Fireworks AI — 1 operation(s) for gateway-extra.openapi_gateway.

Fireworks AI Gateway.openapi Gateway API

The gateway.openapi_Gateway API from Fireworks AI — 126 operation(s) for gateway.openapi_gateway.

Fireworks AI Responses.openapi Other API

The responses.openapi_other API from Fireworks AI — 2 operation(s) for responses.openapi_other.

Fireworks AI Text Completion.openapi Other API

The text-completion.openapi_other API from Fireworks AI — 2 operation(s) for text-completion.openapi_other.

Open Collections 15

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Fireworks AI Anthropic Compatible Messages anthropic-messages.openapi_other API

OPEN COLLECTION

Fireworks AI Anthropic Compatible Messages API

OPEN COLLECTION

Fireworks AI Anthropic Compatible Messages anthropic-messages.openapi_other Chat API

OPEN COLLECTION

Fireworks AI Anthropic Compatible Messages anthropic-messages.openapi_other Completions API

OPEN COLLECTION

Fireworks AI Anthropic Compatible Messages anthropic-messages.openapi_other Gateway API

OPEN COLLECTION

Fireworks AI Anthropic Compatible Messages anthropic-messages.openapi_other gateway-extra.openapi_Gateway API

OPEN COLLECTION

Fireworks AI Anthropic Compatible Messages anthropic-messages.openapi_other gateway.openapi_Gateway API

OPEN COLLECTION

Gateway REST API

OPEN COLLECTION

Gateway REST API

OPEN COLLECTION

Fireworks AI Anthropic Compatible anthropic-.openapi_other Messages API

OPEN COLLECTION

Fireworks AI Anthropic Compatible Messages anthropic-messages.openapi_other Responses API

OPEN COLLECTION

Fireworks AI Anthropic Compatible Messages anthropic-messages.openapi_other responses.openapi_other API

OPEN COLLECTION

Fireworks Responses API

OPEN COLLECTION

Fireworks AI Anthropic Compatible Messages anthropic-messages.openapi_other text-completion.openapi_other API

OPEN COLLECTION

Fireworks Text Completion API

OPEN COLLECTION

Scroll for all 15

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Fireworks AI MCP Server

Remote MCP server at docs.fireworks.ai over HTTP; 3 tools listed.

MCP SERVER

Fireworks AI API pricing

Prices published by Fireworks AI, read 2026-10-07 from fireworks.ai/pricing.

Plan	Price
Embeddings - base model up to 150M params	$0.008 per 1M input tokens
Embeddings - base model 150M - 350M params	$0.016 per 1M input tokens
Embeddings - Qwen3 8B	$0.1 per 1M input tokens
Managed Training LoRA SFT - models up to 16B	$0.50 per 1M training tokens
Managed Training LoRA DPO - models up to 16B	$1.00 per 1M training tokens
Managed Training Full Param SFT - models up to 16B	$1.00 per 1M training tokens
Managed Training Full Param DPO - models up to 16B	$2.00 per 1M training tokens
Managed Training LoRA SFT - 16.1B-80B	$3.00 per 1M training tokens

All 22 plans, limits and sources →

Rate limits

Total Prompt TPM — Small tier: 108M
Uncached Prompt TPM — Small tier: 27M
Generated TPM — Small tier: 1.08M

All 9 limits →

Pricing Plans 1

Published pricing tiers and plan structures.

Fireworks Ai Plans Pricing

22 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Fireworks Ai Rate Limits

9 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Fireworks AI

SLA

FinOps 1

Cost, billing, and metering signals for API financial operations.

Fireworks Ai Finops

FINOPS

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Fireworks AI Streaming Inference API

AsyncAPI description of the Fireworks AI streaming inference surface. Fireworks streams generation deltas over HTTP using Server-Sent Events (SSE) on a single `text/event-stream...

ASYNCAPI

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Fireworks AI — asyncapi rules

9 rules · 1 errors 8 warnings

SPECTRAL

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Fireworks Ai Authentication

http · 1 scheme

SECURITY

Fireworks Ai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Fireworks Ai Agentic Access

411 operations · 227 acting · 2 human-in-the-loop

411 operations · 227 acting

AGENTIC

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LlmsText

LlmsText

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

Plans

Plans

FinOps

FinOps

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Source (apis.yml)

aid: fireworks-ai
url: https://raw.githubusercontent.com/api-evangelist/fireworks-ai/refs/heads/main/apis.yml
name: Fireworks AI
kind: company
description: Fireworks AI is a production-grade inference platform for open-source and proprietary generative models. The
  Fireworks API hosts Llama, DeepSeek, Qwen, Mixtral, Stable Diffusion, and other models with serverless pay-per-token, on-demand
  dedicated GPU, and batch deployment options, plus managed fine-tuning.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: high
  source:
  - plans
  - authentication
  - rate-limits
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/fireworks-ai.png
x-docs-platform: mintlify
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-10-03
x-docs-hosting: vercel
tags:
- Artificial Intelligence
- LLM
- Inference
- Multi-Modal
- Fine-Tuning
- GPU
tags_raw:
- AI
- LLM
- Inference
- Multimodal
- Fine-tuning
- GPU
created: '2026-05-08'
modified: '2026-05-29'
specificationVersion: '0.23'
apis:
- aid: fireworks-ai:fireworks-ai-anthropic-messages-openapi-other-api
  name: Fireworks AI anthropic-messages.openapi_other API
  description: The anthropic-messages.openapi_other API from Fireworks AI — 1 operation(s) for anthropic-messages.openapi_other.
  humanURL: https://docs.fireworks.ai/api-reference/post-chatcompletions
  baseURL: https://api.fireworks.ai/inference/v1
  tags:
  - anthropic-messages.openapi_other
  properties:
  - type: OpenAPI
    url: openapi/fireworks-ai-anthropic-messages-openapi-other-api-openapi.yml
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-text-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-chatcompletions
  - type: AsyncAPI
    url: asyncapi/fireworks-ai-asyncapi.yml
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-completions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-vision-language-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-embeddings-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-rerank-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-image-language-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/generate-a-new-image-from-a-text-prompt
  - type: Documentation
    url: https://docs.fireworks.ai/guides/audio
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/audio-transcriptions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/batch-inference
  - type: Documentation
    url: https://docs.fireworks.ai/fine-tuning/fine-tuning-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/files
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/list-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/ondemand-deployments
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference
- aid: fireworks-ai:fireworks-ai-gateway-extra-openapi-gateway-api
  name: Fireworks AI gateway-extra.openapi_Gateway API
  description: The gateway-extra.openapi_Gateway API from Fireworks AI — 1 operation(s) for gateway-extra.openapi_gateway.
  humanURL: https://docs.fireworks.ai/api-reference/post-chatcompletions
  baseURL: https://api.fireworks.ai/inference/v1
  tags:
  - gateway-extra.openapi_Gateway
  properties:
  - type: OpenAPI
    url: openapi/fireworks-ai-gateway-extra-openapi-gateway-api-openapi.yml
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-text-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-chatcompletions
  - type: AsyncAPI
    url: asyncapi/fireworks-ai-asyncapi.yml
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-completions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-vision-language-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-embeddings-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-rerank-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-image-language-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/generate-a-new-image-from-a-text-prompt
  - type: Documentation
    url: https://docs.fireworks.ai/guides/audio
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/audio-transcriptions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/batch-inference
  - type: Documentation
    url: https://docs.fireworks.ai/fine-tuning/fine-tuning-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/files
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/list-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/ondemand-deployments
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference
- aid: fireworks-ai:fireworks-ai-gateway-openapi-gateway-api
  name: Fireworks AI Gateway.openapi Gateway API
  description: The gateway.openapi_Gateway API from Fireworks AI — 126 operation(s) for gateway.openapi_gateway.
  humanURL: https://docs.fireworks.ai/api-reference/post-chatcompletions
  baseURL: https://api.fireworks.ai/inference/v1
  tags: []
  tags_raw:
  - gateway.openapi_Gateway
  properties:
  - type: OpenAPI
    url: openapi/fireworks-ai-gateway-openapi-gateway-api-openapi.yml
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-text-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-chatcompletions
  - type: AsyncAPI
    url: asyncapi/fireworks-ai-asyncapi.yml
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-completions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-vision-language-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-embeddings-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-rerank-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-image-language-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/generate-a-new-image-from-a-text-prompt
  - type: Documentation
    url: https://docs.fireworks.ai/guides/audio
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/audio-transcriptions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/batch-inference
  - type: Documentation
    url: https://docs.fireworks.ai/fine-tuning/fine-tuning-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/files
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/list-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/ondemand-deployments
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference
- aid: fireworks-ai:fireworks-ai-responses-openapi-other-api
  name: Fireworks AI Responses.openapi Other API
  description: The responses.openapi_other API from Fireworks AI — 2 operation(s) for responses.openapi_other.
  humanURL: https://docs.fireworks.ai/api-reference/post-chatcompletions
  baseURL: https://api.fireworks.ai/inference/v1
  tags: []
  tags_raw:
  - responses.openapi_other
  properties:
  - type: OpenAPI
    url: openapi/fireworks-ai-responses-openapi-other-api-openapi.yml
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-text-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-chatcompletions
  - type: AsyncAPI
    url: asyncapi/fireworks-ai-asyncapi.yml
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-completions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-vision-language-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-embeddings-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-rerank-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-image-language-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/generate-a-new-image-from-a-text-prompt
  - type: Documentation
    url: https://docs.fireworks.ai/guides/audio
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/audio-transcriptions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/batch-inference
  - type: Documentation
    url: https://docs.fireworks.ai/fine-tuning/fine-tuning-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/files
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/list-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/ondemand-deployments
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference
- aid: fireworks-ai:fireworks-ai-text-completion-openapi-other-api
  name: Fireworks AI Text Completion.openapi Other API
  description: The text-completion.openapi_other API from Fireworks AI — 2 operation(s) for text-completion.openapi_other.
  humanURL: https://docs.fireworks.ai/api-reference/post-chatcompletions
  baseURL: https://api.fireworks.ai/inference/v1
  tags:
  - text-completion.openapi_other
  properties:
  - type: OpenAPI
    url: openapi/fireworks-ai-text-completion-openapi-other-api-openapi.yml
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-text-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-chatcompletions
  - type: AsyncAPI
    url: asyncapi/fireworks-ai-asyncapi.yml
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/post-completions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-vision-language-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-embeddings-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-rerank-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/querying-image-language-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/generate-a-new-image-from-a-text-prompt
  - type: Documentation
    url: https://docs.fireworks.ai/guides/audio
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/audio-transcriptions
  - type: Documentation
    url: https://docs.fireworks.ai/guides/batch-inference
  - type: Documentation
    url: https://docs.fireworks.ai/fine-tuning/fine-tuning-models
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/files
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference/list-models
  - type: Documentation
    url: https://docs.fireworks.ai/guides/ondemand-deployments
  - type: APIReference
    url: https://docs.fireworks.ai/api-reference
common:
- type: Pricing
  url: https://fireworks.ai/pricing
- type: AgenticAccess
  url: agentic-access/fireworks-ai-agentic-access.yml
- type: DomainSecurity
  url: security/fireworks-ai-domain-security.yml
- type: Authentication
  url: authentication/fireworks-ai-authentication.yml
- type: GitHubOrganization
  url: https://github.com/fw-ai
- type: LinkedIn
  url: https://www.linkedin.com/company/fireworks-ai
- type: Website
  url: https://fireworks.ai/
- type: Documentation
  url: https://docs.fireworks.ai/
- type: Plans
  url: plans/fireworks-ai-plans-pricing.yml
- type: RateLimits
  url: rate-limits/fireworks-ai-rate-limits.yml
- type: FinOps
  url: finops/fireworks-ai-finops.yml
- type: Integrations
  url: https://fireworks.ai/partners
- type: LlmsText
  url: https://docs.fireworks.ai/llms.txt
- type: Blog
  url: https://fireworks.ai/blog
integrations:
- name: AWS's logo
- name: NVIDIA's logo
- name: AMD's logo
- name: Microsoft's logo
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

Fireworks AI API — frequently asked questions

Does Fireworks AI have an API?

Yes. APIs.io lists 5 APIs from Fireworks AI, including Fireworks AI anthropic-messages.openapi_other API, Fireworks AI gateway-extra.openapi_Gateway API and Fireworks AI Gateway.openapi Gateway API, and 2 more.

Is there an OpenAPI specification for the Fireworks AI API?

Yes. APIs.io indexes 5 OpenAPI specifications for Fireworks AI, each linked for download from this page.

How do I authenticate with the Fireworks AI API?

Fireworks AI uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Fireworks Ai Authentication.

How much does the Fireworks AI API cost?

Fireworks AI publishes its prices; its Embeddings - base model up to 150M params plan is $0.008 per 1M input tokens as of 2026-10-07. APIs.io lists 22 pricing plans for Fireworks AI, with each plan's price, limits and inclusions under Pricing on this page.

Does Fireworks AI have an MCP server?

Yes. APIs.io lists 1 MCP server for Fireworks AI: Remote MCP server at docs.fireworks.ai over HTTP; 3 tools listed.

Is the Fireworks AI API ready for AI agents?

Fireworks AI has a Kin Score of 36.8 out of 100 (thin) and an Agent Readiness score of 39.4 (agent-ready), scored by API Evangelist on 2026-11-06.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/fireworks-ai"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/fireworks-ai/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/fireworks-ai/evidence"

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