AI analytics tools with a public OpenAPI spec
The INITE Atlas lists 36. By use, the list opens with MotherDuck AI, AirROI, ProteinIQ, SnowSure and Lazyweb.
An OpenAPI document we fetched and parsed, with the number of endpoints it describes and the address it lives at.
Where each one says so
Ranked by use
Figure and bar: visits/mo, estimate · year: online since
- #25

MotherDuck AI
Runs a serverless cloud data warehouse built on DuckDB, giving each user isolated compute for SQL analytics.
19.3kActiveFrom $250/mo2022 - #40

AirROIMCP · sign-in
Turns Airbnb listing and booking data into market reports, revenue estimates and a pay-per-call REST API for short-term rental analysis.
6kActiveFrom $0.01 per use - #64

ProteinIQMCP · sign-in
Runs protein structure prediction, docking, design and validation tools in a browser on GPUs, chaining results into reusable workflows.
1.1kActiveFrom $23/user/mo2025 - #79

SnowSureMCP · open
Forecasts snowfall and tracks live snow depth at ski resorts by blending several weather models with 30 years of history.
648ActiveFrom $39.99/yr - #83

LazywebMCP · open
Runs ongoing A/B tests on connected landing pages and applies changes drawn from a library of past growth experiments.
490ActiveFrom $39/mo - #100

AnnsaMCP · sign-in
Collects roadmap items, customer feedback and agent findings into one ranked list, and routes decisions back to coding agents over MCP.
169ActiveFrom $19/user/mo2025 - #124

StackSpend
Monitors cloud and AI spending, detects anomalies, forecasts budgets, and routes alerts to engineering tools.
65ActiveFrom $79/mo - #130

OnyxMetricMCP · sign-in
Cookieless website analytics script that records clicks, session replays, funnels and Core Web Vitals in one dashboard.
58ActiveFrom $990/yr - #148

Prediction Pilot
Analyzes prediction markets across Kalshi and Polymarket, backtests strategies, and alerts on arbitrage opportunities.
28ActiveFrom $14/mo - #175

DailyLogDeskMCP · open
Builds incident reports, risk assessments, construction quotes and daily logs for small contractors, keeping site records and completion certificates.
10ActiveFrom $29/mo - #196

OpenRevenueMCP · sign-in
Cookieless web analytics that tracks live visitors, visitor journeys, revenue attribution and Core Web Vitals on your site.
5ActiveFrom $9/mo - #197

OutlitMCP · sign-in
Monitors customer product usage, CRM, support and billing signals, then drafts renewal briefs and follow-ups for staff approval.
5Active - #205

PageSpeed Exporter
Converts Google PageSpeed Insights JSON into compact reports optimized for AI analysis and code fixes.
4ActiveFrom $9/mo - #208

PixelGustMCP · open
Returns weather forecasts, historical climate averages, terrain, vegetation and hazard data for any map point or polygon.
4Active - #218

BuckyMCP · open
Reads city parcel and zoning records to report what can be built on a given property.
3ActiveFrom $29/mo - #241

Specky
Turns customer feedback, calls, tickets and analytics into evidence-linked decisions and draft PRDs and tickets for review.
1ActiveFrom ≈ $111/mo - #254

Bonnard
Generates analytics dashboards and reports from natural language queries against data warehouses.
1ActiveFrom $150/mo2025 - #268

ThrustLabMCP · open
Simulates electric UAV powertrains, modelling propellers, motors and batteries to predict thrust, power and flight time.
1ActiveFrom $10/mo - #270

FreedomOSMCP · sign-in
Keeps login tokens out of page URLs before analytics runs, and lets signlinkpage read them from session storage.
1ActiveFrom $47/mo - #272

Propane
Collects customer feedback and data from 300 tools into a shared workspace for product teams and agents.
212 linking domainsActiveFrom ≈ $56/mo2025 - #279

Insight Oracle
Generates strategic intelligence reports by analyzing global data against scientific records to reduce AI hallucinations.
105 linking domainsActive - #285

woku
Captures customer feedback from WhatsApp, email and web, detects churn risks with AI, and routes alerts to support tickets and improvement projects.
62 linking domainsActiveFrom $23.50/mo - #335

Promptic
Benchmarks and optimizes LLM prompts, models, and agent architectures against your business metrics.
25 linking domainsActiveFrom ≈ $167/mo - #357

Event Sentinel AI
Predicts hardware failures and detects network bottlenecks using machine learning analysis of infrastructure telemetry.
25 linking domainsFrom $30/mo - #358

Runlog
Logs training metrics and hyperparameters from machine learning experiments to a web dashboard.
23 linking domainsFrom ≈ $2.10/mo - #370

Divisio
Analyzes CSV data to generate customer segments as plain business rules for marketing tools.
EmergingMaintainedFrom ≈ $11/mo - #390

AskEngine
Conducts continuous user interviews via voice or text and organizes findings into queryable beliefs with evidence counts.
EmergingActiveFrom $5 per use - #417

AgentictotemMCP · open
Extracts structured JSON data from web URLs according to a supplied JSON schema, charging per URL in USDC.
Little sign of useActive - #422

TeddyMCP · open
Hosts pages, dashboards and sandboxed API functions that an AI agent publishes through MCP or REST, each with its own URL.
Little sign of useActiveFree plan 
AudioAlphaMCP · open
Transcribes market podcasts in full and scores per-asset sentiment and narrative metrics, with daily summaries and an API.
1ActiveFrom $29/mo
FlightQueueMCP · sign-in
Forecasts wait ranges for airport security, passport and check-in queues from official feeds and traveller reports.
68.3kActiveFrom $6.99/mo2024
LinkIntelMCP · sign-in
Gives your AI assistant daily snapshots of your own X post metrics plus X's open-source ranking weights to draft from.
108ActiveFrom $39/mo
StellarhoundMCP · open
Scores each night's cloud cover and moonlight to forecast stargazing conditions and nearby dark sky sites.
5Active
The Odds GapMCP · open
Lines up live moneyline prices from sportsbooks and prediction markets, showing which one pays the most on a given wager.
637Active
TwexAPIMCP · open
Pulls public tweets, followers, profiles and trends from X through a pay-as-you-go API and browser tools.
19ActiveFrom $50/mo
VoltcastMCP · open
Serves 15-minute European power price forecasts with p10 to p90 bands, plus live cross-border flow and price data, through an API.
22 installs/moActiveFrom ≈ $10/mo2016
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
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