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.
Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.
API Evangelist profiles Sarvam the way a machine reads it — 22 machine-readable artifacts across 1 API, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Sarvam scores 47.4/100 (developing), with a separate agent-readiness read of 29/100 (agent aware). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance. Every facet and dimension name is a link: it opens that measurement's page on APIs.io, where the rating runs across the whole catalog — the exact checks that feed it, how every profiled provider distributes on it, and who is at the top of it.
Kin Score
How this is scored →scored 2026-09-08 · rubric v0.20.0
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How we profile Sarvam
Each block below is one kind of artifact we hold for Sarvam. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 8
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
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 within the panel for all 8 ·
Open Collections 9
Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
API Collection
OPEN COLLECTIONEndpoints chat API
OPEN COLLECTIONEndpoints chat documentIntelligence API
OPEN COLLECTIONEndpoints chat pronunciationDictionary API
OPEN COLLECTIONEndpoints chat speechToText API
OPEN COLLECTIONEndpoints chat speechToTextJob API
OPEN COLLECTIONEndpoints chat speechToTextTranslateJob API
OPEN COLLECTIONEndpoints chat text API
OPEN COLLECTIONEndpoints chat textToSpeech API
OPEN COLLECTIONScroll within the panel for all 9 ·
MCP Servers 1
Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.
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 SERVEREvent Specifications 1
Not every API is request/response. AsyncAPI describes the event-driven and streaming side — the webhooks and channels — so the asynchronous half of the interface is documented the same way the synchronous half is.
AsyncAPI definitions for this provider's event-driven and streaming APIs.
Endpoints
ASYNCAPISecurity Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Resources
Every other property we hold for Sarvam — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 3
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 4
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 5
Pagination, idempotency, versioning, errors, and events
Build 3
SDKs, sample code, and the tooling you integrate with
Access & Security 2
Authentication, authorization, and security posture
Operate 4
Status, limits, changes, and where to get help
Commercial 3
Pricing, plans, and the legal terms of use
Company 1
The organization behind the API
Other 2
Properties that don't map to a standard resource type
← All providers · Data indexed from github.com/api-evangelist/sarvam · machine-readable index on apis.io
This is an independent, third-party profile of Sarvam, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.
The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.
Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.
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