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Formant

Formant is a San Francisco–based robotics and physical-operations cloud platform that lets companies operate fleets of robots and advanced connected devices. The Formant software platform implements workflows for remote monitoring, intervention requests, data management, teleoperation, tech-support investigations, and business analysis, and exposes an extensible cloud infrastructure that can be built upon to create custom robot management experiences. The product surface spans an on-robot Formant Agent (ingesting telemetry from ROS / ROS2 / non-ROS sources via configurable adapters), a REST Admin API at `api.formant.io/v1/admin`, a Python package (`pip install formant`) that bundles both a Cloud SDK (query and ingest data programmatically) and an Agent SDK (post telemetry, handle commands, drive teleoperation from robot-side Python), a Data SDK for JavaScript/TypeScript that powers custom views, modules, and embedded experiences, the `fctl` command-line tool for SSH / SCP / port-forwarding over Formant's peer-to-peer connection, and Formant Metaphysics — an AI-powered incident-management layer that automates alarm triage, predictive maintenance, and SOP-driven investigations across SCADA, Snowflake, Slack, and Teams. The API is organized around devices, fleets, streams, views, commands, events, annotations, intervention requests, files, key-value storage, roles, users, schedules, analytics, and presence/online monitoring. Formant's GitHub organization (FormantIO) publishes the ROS / ROS2 adapter, a Boston Dynamics Spot adapter, an ONVIF camera adapter, a P2P adapter, Cradlepoint adapter, the Toolkit meta-repo for building on Formant APIs, the 3D viewer module, custom module boilerplate, Data SDK examples for Node.js and React Native, a Homebrew tap for `fctl`, and a public JSON-schema repo for module configuration.

agent aware

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.

Kin Score

API Evangelist profiles Formant the way a machine reads it — 92 machine-readable artifacts across 7 APIs, 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 — Formant scores 53.0/100 (developing), with a separate agent-readiness read of 41/100 (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.

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.0/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 41/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3

How we profile Formant

Each block below is one kind of artifact we hold for Formant. 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 7

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.

Formant Admin API

Formant's primary REST API, served from `https://api.formant.io/v1/admin`. Covers devices, fleets, streams, views, teleop views, commands and command templates, schedules, event...

Formant Agent SDK

Python client embedded in the `formant` PyPI package (`pip install formant`, `from formant.sdk.agent.v1 import Client`). Runs on-robot alongside the Formant agent and exposes ty...

Formant Cloud SDK

Python client embedded in the `formant` PyPI package (`from formant.sdk.cloud.v1 import Client`). Wraps the Admin API for programmatic query and ingest of datapoints against you...

Formant Data SDK (JavaScript / TypeScript)

Browser- and Node-side JavaScript / TypeScript SDK for building custom modules, custom views, and embedded experiences against Formant's real-time and historical data planes. Po...

Formant Authentication API

The Authentication API from Formant — 1 operation(s) for authentication.

Formant Commands API

The Commands API from Formant — 2 operation(s) for commands.

Formant Data Access API

The Data Access API from Formant — 1 operation(s) for data access.

Scroll within the panel for all 7 ·

Features 38

The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.

Notable capabilities this provider offers.

REST Admin API at `https://api.formant.io/v1/admin` covering devices, fleets, streams, views, commands, events, annotations, files, intervention requests, key-value storage, roles, users, schedules, analytics, presence/online monitoring, and usage metrics
Formant Agent — on-robot daemon with adapters for ROS, ROS 2, Boston Dynamics Spot, ONVIF cameras, Cradlepoint, ZeroMQ, JSON decomposition, and ROS Service
Python package (`pip install formant`) bundling both Cloud SDK and Agent SDK clients
Cloud SDK — programmatic ingest and query of Formant datapoints from Python (`formant.sdk.cloud.v1.Client`)
Agent SDK — on-robot Python client with typed ingestion (`post_numeric`, `post_image`, `post_geolocation`, `post_json`, …) and command-handler callbacks
Data SDK — JavaScript/TypeScript SDK for custom modules, custom views, embedded views, real-time video, and intermodule communication
UI Toolkit and Web Toolkit for building custom views and dashboards
3D Scene module with custom-layer extensibility (open-source 3d-viewer-module)
Teleoperation — WebRTC-backed real-time control with command buttons, marker arrays, scene module, and multi-image streaming
Custom modules via `custom-module-boilerplate` and `build-a-module`
Embedded Views with auth-token generation (`generate-auth-token-for-embedded-view`)
Intervention Requests — human-in-the-loop intervention workflow with paired request / response resources
Annotations — templated, queryable annotations across telemetry streams with spreadsheet inspection
Task Summaries and Task Summary Formats for mission and task reporting
Insights — stored AI-driven insights and insight results
Suggestion API — AI-engine document store, nearest-document search, video frame extraction
Custom Events and batch event ingestion
Event histograms, severity / device / type aggregations, and event export to Google Sheets
File API with begin/complete multipart upload, signed S3 URLs, query and tag updates
Key-Value Storage for per-organization persistent state
Roles and Service Accounts with administrator, operator, viewer, and device authorization levels
SSO via Google and generic OIDC; user invitation, refresh, and external-token login flows
Schedules — cron-style scheduling of command templates against fleets
Sharing tokens — paginated query of external share links
Analytics — aggregate queries, table/column introspection, datapoint query, task reports, and custom SQL
Usage Metrics — programmatic consumption reporting
Online-device / presence monitoring with `lastSeen` and stream counts (v1 + v2)
Tag Templates and bulk tag application across devices and fleets
Document Sets — grouped organizational documents for AI / SOP retrieval
Sigma analytics embed-URL generation
PagerDuty, Slack, Google Sheets, SMS, and arbitrary webhook integrations
White-labeled robotics interface and custom-theme support
fctl CLI for SSH, SCP, port-forwarding, and remote shell over Formant's peer-to-peer connection
Bulk and automated device provisioning with re-provisioning support
Configuration templates applied across device groups
Audit logs for organizational changes
Formant Metaphysics — AI incident-management platform with autonomous alarm triage, predictive maintenance, and SOP-driven investigations across SCADA, Snowflake, Slack, and Teams
llms.txt index for AI-agent consumption of all docs and OpenAPI endpoints

Scroll within the panel for all 38 ·

Semantic Vocabularies 1

JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.

JSON-LD contexts and semantic vocabularies used across these APIs.

Formant Context

8 classes · 25 properties

JSON-LD

Spectral Rules 2

Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.

Formant API Rules

5 rules · 3 warnings

SPECTRAL

Formant API Rules

5 rules · 4 warnings

SPECTRAL

JSON Schema 3

Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.

Standalone JSON Schema definitions for this provider's data models.

Command

5 properties

JSON SCHEMA

CommandTemplate

12 properties

JSON SCHEMA

StreamCurrentValueListResponse

1 properties

JSON SCHEMA

JSON Structure 2

JSON Structure captures the data shapes in a form built for tooling — a complement to JSON Schema that keeps the model machine-legible.

JSON Structure definitions describing this provider's data shapes.

Formant Command Structure

0 properties

JSON STRUCTURE

Formant Stream Current Value Structure

0 properties

JSON STRUCTURE

Examples 3

Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.

Example request and response payloads for these APIs.

Security 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.

Formant Authentication

http · 1 scheme

SECURITY

Formant Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

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.

Formant Agentic Access

4 operations · 3 acting · 3 human-in-the-loop

4 operations · 3 acting

AGENTIC

Integrations 23

Pre-built integrations with other platforms tell you where this provider already fits in a stack.

Pre-built integrations with other platforms and tools.

ROS 1
ROS 2
Boston Dynamics Spot
ONVIF cameras
Cradlepoint cellular routers
Jetson / JetBot
Universal Robots
Foxglove Studio (forked viewer)
Webviz (forked viewer)
ZeroMQ
JSON / file-tail / directory-watch ingestion
PagerDuty
Slack
Microsoft Teams
Google Workspace (Sheets, SSO)
Generic OIDC SSO
AWS S3 export
Google Cloud Platform export
Snowflake
SCADA systems
Sigma Computing (embed URL)
SMS / event-triggered SMS
Generic webhooks

Scroll within the panel for all 23 ·

Solutions 10

Packaged solutions the provider offers on top of the raw API surface.

Packaged solutions this provider offers.

Fleet observability for service, delivery, and industrial robotics
Robot teleoperation and remote intervention
Multi-device data ingestion, storage, and replay (ROS bag–style)
White-labeled robot management portals for OEMs
Incident management and AI alarm triage for physical operations
Predictive maintenance and equipment-lifecycle extension
Mission planning and task-summary reporting
Compliance audit trails for fleet operations
Embedded operator views inside third-party applications
Field-service investigation workflows with AI-suggested documents

Scroll within the panel for all 10 ·

Resources

Every other property we hold for Formant — 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.

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Access & Security 2

Authentication, authorization, and security posture

Learn 2

Tutorials, courses, talks, and written guidance

Operate 2

Status, limits, changes, and where to get help

Commercial 1

Pricing, plans, and the legal terms of use

Company 3

The organization behind the API

Other 3

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/formant · machine-readable index on apis.io