Sarvam

Sarvam AI is an Indian-language AI platform offering a unified REST and WebSocket API across speech-to-text (Saaras / Saarika), text-to-speech (Bulbul, 30+ voices), translation and transliteration (Mayura / Sarvam-Translate) for 22 Indian languages, multilingual chat completion (Sarvam-30B and Sarvam-105B, OpenAI-compatible), and document digitization (Sarvam Vision). The API is authenticated with an api-subscription-key header, billed in Indian Rupees with ₹100 free credits on signup, and shipped with official Python and JavaScript SDKs, published OpenAPI and AsyncAPI specs, a documentation MCP server, a status page, and a dated changelog. Sarvam is backed by Bessemer Venture Partners.

Sarvam publishes 8 APIs on the APIs.io network, including chat API, documentIntelligence API, pronunciationDictionary API, and 5 more. Tagged areas include Company, Ai Ml, Artificial Intelligence, Machine-Learning, and Speech-to-Text.

The Sarvam catalog on APIs.io includes 1 event-driven AsyncAPI specification.

Sarvam’s developer surface includes documentation, API reference, getting-started guide, pricing, signup flow, support, changelog, and 22 more developer resources.

🌐 Visit website 📡 Source on GitHub

47.4/100 developing ▬ flat Agent 29/100 agent aware saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

1 APIs 1 MCP Servers

Company Ai Ml Artificial Intelligence Machine-Learning Speech-to-Text Text-to-Speech Translation Large Language Models Document IntelligenceIndian LanguagesVoice

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 47.4/100 · developing

Contract Quality 13.9 / 23

Developer Ergonomics 11.5 / 18

Access Clarity 5.7 / 18

Operational Transparency 4.9 / 12

Contract Governance 0.5 / 11

Discoverability 6.8 / 9

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 29/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 6 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

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.

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 github.com/api-evangelist/sarvam: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 8

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

Sarvam chat API

The chat API from Sarvam — 1 operation(s) for chat.

Sarvam documentIntelligence API

The documentIntelligence API from Sarvam — 5 operation(s) for documentintelligence.

Sarvam pronunciationDictionary API

The pronunciationDictionary API from Sarvam — 2 operation(s) for pronunciationdictionary.

Sarvam speechToText API

The speechToText API from Sarvam — 2 operation(s) for speechtotext.

Sarvam speechToTextJob API

The speechToTextJob API from Sarvam — 5 operation(s) for speechtotextjob.

Sarvam speechToTextTranslateJob API

The speechToTextTranslateJob API from Sarvam — 5 operation(s) for speechtotexttranslatejob.

Sarvam text API

The text API from Sarvam — 3 operation(s) for text.

Sarvam textToSpeech API

The textToSpeech API from Sarvam — 2 operation(s) for texttospeech.

Scroll for all 8

Open Collections 9

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

API Collection

OPEN COLLECTION

Endpoints chat API

OPEN COLLECTION

Endpoints chat documentIntelligence API

OPEN COLLECTION

Endpoints chat pronunciationDictionary API

OPEN COLLECTION

Endpoints chat speechToText API

OPEN COLLECTION

Endpoints chat speechToTextJob API

OPEN COLLECTION

Endpoints chat speechToTextTranslateJob API

OPEN COLLECTION

Endpoints chat text API

OPEN COLLECTION

Endpoints chat textToSpeech API

OPEN COLLECTION

Scroll for all 9

MCP Servers 1

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

Sarvam MCP Server

Sarvam's official hosted MCP server exposing live documentation search for AI clients (Claude Code, Cursor, etc.). Advertised across the docs and in llms.txt.

MCP SERVER

Event Specifications 1

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

Endpoints

ASYNCAPI

Security Posture 2

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

Sarvam Authentication

apiKey/http · 2 schemes

SECURITY

Sarvam Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access 1

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

Sarvam Agentic Access

28 operations · 23 acting

AGENTIC

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

MCPServer

AgentSkill

LLMsTxt

AgenticAccess

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Conformance

ErrorCatalog

Lifecycle

Conventions

DataModel

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

SDKs

SDKs

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 4

Status, limits, changes, and where to get help

Support

StatusPage

Deprecation

ChangeLog

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Overlay

Overlay

Source (apis.yml)

aid: sarvam
name: Sarvam
description: Sarvam AI is an Indian-language AI platform offering a unified REST and WebSocket API across speech-to-text (Saaras
  / Saarika), text-to-speech (Bulbul, 30+ voices), translation and transliteration (Mayura / Sarvam-Translate) for 22 Indian
  languages, multilingual chat completion (Sarvam-30B and Sarvam-105B, OpenAI-compatible), and document digitization (Sarvam
  Vision). The API is authenticated with an api-subscription-key header, billed in Indian Rupees with ₹100 free credits on
  signup, and shipped with official Python and JavaScript SDKs, published OpenAPI and AsyncAPI specs, a documentation MCP
  server, a status page, and a dated changelog. Sarvam is backed by Bessemer Venture Partners.
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: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
image: https://avatars.githubusercontent.com/u/139587482?v=4
url: https://raw.githubusercontent.com/api-evangelist/sarvam/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- bessemer-venture-partners
x-tier: enriched
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
tags:
- Company
- Ai Ml
- Artificial Intelligence
- Machine-Learning
- Speech-to-Text
- Text-to-Speech
- Translation
- Large Language Models
- Document Intelligence
- Indian Languages
- Voice
tags_raw:
- Company
- Ai Ml
- Artificial Intelligence
- Machine Learning
- Speech To Text
- Text To Speech
- Translation
- Large Language Models
- Document Intelligence
- Indian Languages
- Voice
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
apis:
- aid: sarvam:sarvam-chat-api
  name: Sarvam chat API
  description: The chat API from Sarvam — 1 operation(s) for chat.
  humanURL: https://docs.sarvam.ai/api-reference/introduction
  baseURL: https://api.sarvam.ai
  tags:
  - Chat
  tags_raw:
  - chat
  properties:
  - type: OpenAPI
    url: openapi/sarvam-chat-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/sarvam-streaming-asyncapi.yaml
- aid: sarvam:sarvam-documentintelligence-api
  name: Sarvam documentIntelligence API
  description: The documentIntelligence API from Sarvam — 5 operation(s) for documentintelligence.
  humanURL: https://docs.sarvam.ai/api-reference/introduction
  baseURL: https://api.sarvam.ai
  tags:
  - Document Intelligence
  tags_raw:
  - documentIntelligence
  properties:
  - type: OpenAPI
    url: openapi/sarvam-documentintelligence-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/sarvam-streaming-asyncapi.yaml
- aid: sarvam:sarvam-pronunciationdictionary-api
  name: Sarvam pronunciationDictionary API
  description: The pronunciationDictionary API from Sarvam — 2 operation(s) for pronunciationdictionary.
  humanURL: https://docs.sarvam.ai/api-reference/introduction
  baseURL: https://api.sarvam.ai
  tags: []
  tags_raw:
  - pronunciationDictionary
  properties:
  - type: OpenAPI
    url: openapi/sarvam-pronunciationdictionary-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/sarvam-streaming-asyncapi.yaml
- aid: sarvam:sarvam-speechtotext-api
  name: Sarvam speechToText API
  description: The speechToText API from Sarvam — 2 operation(s) for speechtotext.
  humanURL: https://docs.sarvam.ai/api-reference/introduction
  baseURL: https://api.sarvam.ai
  tags:
  - Speech-to-Text
  tags_raw:
  - speechToText
  properties:
  - type: OpenAPI
    url: openapi/sarvam-speechtotext-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/sarvam-streaming-asyncapi.yaml
- aid: sarvam:sarvam-speechtotextjob-api
  name: Sarvam speechToTextJob API
  description: The speechToTextJob API from Sarvam — 5 operation(s) for speechtotextjob.
  humanURL: https://docs.sarvam.ai/api-reference/introduction
  baseURL: https://api.sarvam.ai
  tags:
  - speechToTextJob
  properties:
  - type: OpenAPI
    url: openapi/sarvam-speechtotextjob-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/sarvam-streaming-asyncapi.yaml
- aid: sarvam:sarvam-speechtotexttranslatejob-api
  name: Sarvam speechToTextTranslateJob API
  description: The speechToTextTranslateJob API from Sarvam — 5 operation(s) for speechtotexttranslatejob.
  humanURL: https://docs.sarvam.ai/api-reference/introduction
  baseURL: https://api.sarvam.ai
  tags:
  - speechToTextTranslateJob
  properties:
  - type: OpenAPI
    url: openapi/sarvam-speechtotexttranslatejob-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/sarvam-streaming-asyncapi.yaml
- aid: sarvam:sarvam-text-api
  name: Sarvam text API
  description: The text API from Sarvam — 3 operation(s) for text.
  humanURL: https://docs.sarvam.ai/api-reference/introduction
  baseURL: https://api.sarvam.ai
  tags:
  - Text
  tags_raw:
  - text
  properties:
  - type: OpenAPI
    url: openapi/sarvam-text-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/sarvam-streaming-asyncapi.yaml
- aid: sarvam:sarvam-texttospeech-api
  name: Sarvam textToSpeech API
  description: The textToSpeech API from Sarvam — 2 operation(s) for texttospeech.
  humanURL: https://docs.sarvam.ai/api-reference/introduction
  baseURL: https://api.sarvam.ai
  tags:
  - Text-to-Speech
  tags_raw:
  - textToSpeech
  properties:
  - type: OpenAPI
    url: openapi/sarvam-texttospeech-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/sarvam-streaming-asyncapi.yaml
common:
- type: Website
  url: https://www.sarvam.ai/
- type: CapabilityMap
  url: capabilities/sarvam-capability-edges.yml
  name: Sarvam Business Capability Map
- type: DeveloperPortal
  url: https://docs.sarvam.ai
- type: Documentation
  url: https://docs.sarvam.ai
- type: APIReference
  url: https://docs.sarvam.ai/api-reference/introduction
- type: GettingStarted
  url: https://docs.sarvam.ai/api/getting-started/quickstart
- type: Pricing
  url: https://docs.sarvam.ai/api/getting-started/pricing
- type: SignUp
  url: https://dashboard.sarvam.ai
- type: Support
  url: https://docs.sarvam.ai/api/getting-started/help
- type: GitHubOrganization
  url: https://github.com/sarvamai
- type: TermsOfService
  url: https://www.sarvam.ai/terms-of-service
- type: PrivacyPolicy
  url: https://www.sarvam.ai/privacy-policy
- type: StatusPage
  url: https://status.sarvam.ai
- type: Deprecation
  url: https://docs.sarvam.ai/api/getting-started/changelog
- type: ChangeLog
  url: changelog/sarvam-changelog.yml
- type: Authentication
  url: authentication/sarvam-authentication.yml
- type: Packages
  url: packages/sarvam-packages.yml
- type: SDKs
  url: packages/sarvam-packages.yml
- type: MCPServer
  url: mcp/sarvam-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/sarvam-llms.txt
- type: Overlay
  url: overlays/sarvam-openapi-overlay.yaml
- type: Conformance
  url: conformance/sarvam-conformance.yml
- type: ErrorCatalog
  url: errors/sarvam-error-codes.yml
- type: Lifecycle
  url: lifecycle/sarvam-lifecycle.yml
- type: Conventions
  url: conventions/sarvam-conventions.yml
- type: DataModel
  url: data-model/sarvam-data-model.yml
- type: DomainSecurity
  url: security/sarvam-domain-security.yml
- type: AgenticAccess
  url: agentic-access/sarvam-agentic-access.yml
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 20
  pass: local-v1

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