AI analytics tools with an API
The INITE Atlas lists 120. By use, the list opens with Wolfram, Xweather, Databricks, Dovetail AI and OEC BotMarket.
The homepage shows an API or an SDK: it can be called from code.
Where each one says so
Ranked by use
Figure and bar: visits/mo, estimate · year: online since
- #1

WolframMCP · open
Provides computational tools for technical computing, data analysis, and symbolic mathematics.
9.7MActiveFrom $995/yr1987 - #2

XweatherMCP · sign-in
Delivers weather forecasts, lightning strike data and road condition surveys through APIs and platforms for energy, trading, insurance and road maintenance.
2.5MActiveFrom $0.00 per use - #3

Databricks
Serverless data and AI platform for building analytics, applications, and agents on unified data.
669kActiveFree plan2013 - #4

Dovetail AI
Centralizes customer feedback from multiple sources and uses AI to surface trends, themes, and insights across sales calls, support tickets, and research data.
447kActiveFree plan2017 - #5

OEC BotMarket
Explores global trade data across countries, products, and regions with visualizations and forecasting tools.
444kActiveFrom $299/mo - #7

Bruin
Queries live data sources and generates answers, dashboards, and automated fixes across your data stack.
198kActiveFree plan - #8

Julius
Analyzes spreadsheets and generates reports, websites, slides, and images from natural language queries.
197kMaintainedFrom $20/mo - #13

Databox
Pulls metrics from marketing, sales and finance tools into dashboards, scheduled reports, goals and benchmarks that track business KPIs.
58.7kActiveFrom $71/mo2012 - #15

Omni
Builds dashboards and ad hoc analyses on cloud warehouse data through SQL, a spreadsheet interface and point-and-click, governed by a shared semantic model.
52.3kActiveFree plan2022 - #17

GeoPard Agriculture
Analyzes satellite imagery, soil data, and field conditions to generate variable rate application maps and crop management prescriptions.
35.5kActiveFree plan2019 - #18

GrowthBook
Runs A/B tests, manages feature flags, and analyzes product data from your data warehouse.
34.8kActiveFrom $40/user/mo2020 - #19

Chemcopilot
Converts experimental chemistry data into predictive machine learning models for formulation optimization and molecular design.
31.7kActiveFrom $219/user/mo - #25

MotherDuck AI
Runs a serverless cloud data warehouse built on DuckDB, giving each user isolated compute for SQL analytics.
19.3kActiveFrom $250/mo2022 - #26

OnlyMonster
Handles chat messaging, analytics and team access across creator accounts from one workspace, with full data export.
15.5kActiveFrom $30/mo2023 - #30

Tinybird
Managed ClickHouse platform for building real-time analytics APIs and data products with serverless infrastructure.
12.1kActiveFrom $49/mo - #31

Triple Whale
Unifies ecommerce data from all channels and provides attribution, incrementality measurement, and automated optimization recommendations.
11.7kFree plan - #35

GameAnalyticsMCP · open
Tracks player acquisition, retention and monetization metrics for games, with A/B tests, ad insights and raw data pipelines.
9kActiveFrom $49/mo2011 - #38

Preset
Builds and manages interactive dashboards and analytics on Apache Superset with cloud hosting and AI-assisted exploration.
6.3kActiveFrom $25/user/mo - #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 - #41

SteepMCP · sign-in
Builds governed metrics in code and in-app, then serves them to AI chat, reports and explorations through an API and MCP.
6kActiveFrom $15/user/mo2021 - #43

Cube
Defines metrics and data models over a data warehouse in a semantic layer, serving them to BI tools and apps via SQL, REST and GraphQL.
5.2kActiveFrom $40/user/mo - #50

PredixsportMCP · sign-in
Publishes full probability forecasts for NBA, EuroLeague, football and tennis matches, graded against results, plus fantasy lineup helpers.
2.7kActiveFrom ≈ $22/mo - #52

Definite
Centralizes data from 500 sources, executes queries in plain English, and builds dashboards and data applications with AI agents.
2.5kActiveFrom $250/mo2023 - #58

Kleene.ai
Builds data pipelines and provides conversational analytics to answer business questions from connected data sources.
1.7kActiveContact sales - #60

Sequel
Connects analytics and business systems to AI agents, enabling them to answer questions from unified metric definitions and data sources.
1.3kActiveFrom $19/mo - #61

Affinda
Extracts and validates data from documents using AI, handling handwriting, tables, and multiple formats.
1.2kActiveFree plan2013 - #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 - #65

useClickMCP · sign-in
Shortens links, builds link-in-bio pages, and runs cookieless analytics across short links and websites.
1.1kActiveFrom $12/mo2024 - #66

BasedashMCP · sign-in
Generates dashboards and answers business questions by querying connected data sources with natural language.
1kActiveFrom $1,000/mo2020 - #70

InfiniSynapse
Connects to enterprise databases and documents to perform multi-source data analysis with verifiable results.
917Active - #72

Enterpret
Aggregates customer feedback from multiple sources and connects it to business outcomes for product and support teams.
826Active - #77

fileAI AI OCR
Extracts and validates structured data from enterprise files, then routes outputs to workflows and AI agents.
724ActiveFree plan - #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 - #86

finbar
Serves worldwide company fundamentals from reports, presentations and transcripts through web, Excel, API and MCP for research and modelling.
410ActiveFrom $200/mo - #89

PlotStudio AI
Runs data analysis investigations with AI, writing and executing code to answer questions with full transparency.
356ActiveFrom $39.99/mo - #101

Net AI
Forecasts demand and identifies inefficiencies in telecom, energy, and data centre networks to reduce operational costs.
166Active2021 - #102

Betty
Analyzes thousands of sports data points to generate AI-ranked betting picks with win probability models.
161ActiveFrom $6/mo - #108

clariBI.comMCP · open
Connects business tools and answers questions about your data in natural language.
112ActiveFrom $99/mo2024 - #109

Voker
Instruments AI agent calls to collect analytics and traces across LLM providers.
107From $80/mo - #111

Analytics LegendsMCP · open
Publishes SAP analytics research, a consulting firm directory, and live freelance SAP job listings refreshed twice daily.
96ActiveFrom ≈ $34/mo2024 - #115

Sibli AI
Converts investment forecasts and research into structured, auditable data assets for institutional investors.
84Active - #119

AkkruDataMCP · sign-in
Serves SEC filing line items, notes and metrics to AI agents through an MCP server and API, with each number linked to its source.
78From $39/mo - #123

DocuPanda
Extracts structured data from variable-layout documents using schema-controlled processing and policy-based decisioning.
68Active - #130

OnyxMetricMCP · sign-in
Cookieless website analytics script that records clicks, session replays, funnels and Core Web Vitals in one dashboard.
58ActiveFrom $990/yr - #134

Ask Mitoto
Converts databases, documents, and spreadsheets into natural language queries and business intelligence dashboards.
51ActiveFrom $15/mo2024 - #144

RAI AI
Searches and analyzes data from multiple sources in seconds using customizable filters and AI models.
32MaintainedFrom $5/mo - #148

Prediction Pilot
Analyzes prediction markets across Kalshi and Polymarket, backtests strategies, and alerts on arbitrage opportunities.
28ActiveFrom $14/mo - #150

Chion
Generates SQL queries from natural language questions against PostgreSQL databases, showing the underlying SQL beneath each answer.
27ActiveFrom $29/user/mo2025
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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