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AI Connectors Directory · Data & Analytics

AI connectors for Data & Analytics

260 connectors and apps are filed under Data & Analytics across the ChatGPT and Claude directories, 8.3% of everything listed. All of them are on this page, with where each one can be reached and what BI, data infrastructure, and analytics vendors typically expose to an assistant.

See all 260
260 connectors filed here
97 listed in ChatGPT
198 listed in Claude
35 on both marketplaces

The landscape

What Data & Analytics looks like inside the assistants

At 260 connectors it is the 5th largest of 17 buckets, 8.3% of the directory.

Of those, 97 listed in the ChatGPT apps directory and 198 in the Claude connectors directory. 35 products appear in both.

Warehouses, BI platforms, semantic layers, and a long tail of dataset-specific lookup services, mostly built by the platform vendors themselves. Two shapes recur: a small surface wrapping one query primitive, and a wide surface exposing every object in a warehouse.

Among the 198 with a Claude listing, the median publishes 12 tools against a Claude-directory median of 11. Node8 verified 22 endpoints in this bucket first-hand against the live server.

What to build

What BI, data infrastructure, and analytics vendors put in front of an assistant

Governed metric and KPI lookup against your semantic layer

Natural-language querying that respects existing row-level permissions

Dataset, dashboard, and lineage discovery

Schema introspection so the model can compose its own queries

Deepest Claude tool surfaces here

The same MCP server serves ChatGPT, Claude, and Microsoft Copilot. You build the tools, the authentication, and the permission model once, then decide which surfaces to distribute to. See where an MCP server can be distributed for how the platforms differ.

The full list

All 260 Data & Analytics connectors

Listed alphabetically, as captured in August 2026. Each profile carries the marketplace listings, the publisher, and, where the endpoint answered, what the server actually exposes.

0Delta.ai

Exact Online finance data for fractional CFOs and founders

Claude

Airtable

Query and edit Airtable bases from chat

Claude · ChatGPT

Alation

Enterprise data catalog and governance context inside ChatGPT

ChatGPT

alphaXiv

Keyword and embedding search across the arXiv preprint corpus

Claude

Amplifyr

Reports on how a brand appears across AI models

ChatGPT

Apartmentiq

Multifamily property and rental market data lookups

Claude · ChatGPT

Appbot App Reviews

Structured sentiment and topic data from iOS and Android reviews

Claude

AppSkyline

Checks app store keyword rankings from ChatGPT

Claude · ChatGPT

Arkar

Read-only Brazilian investment fund registry and structure lookups

Claude

AskNeedl

Cited research answers over a curated enterprise source set

Claude

Atlan

Metadata catalog and lineage context for ChatGPT queries

ChatGPT

Atomscale

Materials characterisation data, notebooks, and instrument streams

Claude

Attribution MCP

Multi-touch marketing attribution reporting from an Attribution project

Claude

august

Interview simulated customer twins and run synthetic focus groups

Claude

Aura

Company headcount, hiring, and attrition analytics for market research

Claude

BencinaMCP

Fuel price comparisons for Chilean service stations

ChatGPT

BigGeo AI

Location and proximity questions answered from spatial data

ChatGPT

BigID

Data discovery, posture, and remediation inside a BigID environment

Claude

Bitly

Create Bitly links and QR codes and read their click data

Claude

Blaze SQL

Governed SQL querying across warehouses with a BI layer attached

Claude

BlazeSQL

Natural language querying against a connected SQL database

ChatGPT

Book Report

Reads self-publishing sales data from Book Report

ChatGPT

Box

Search and reference documents stored in Box

Claude · ChatGPT

Brandi AI

AI visibility and GEO metrics from a Brandi AI instance

Claude

Carbon Arc

Business intelligence queries over private data holdings

Claude · ChatGPT

CardoAI ABF MCP

Read-only analytics over authorised CardoAI securitisation transactions

Claude

Catchr

Marketing campaign data brought into ChatGPT

ChatGPT

CData Connect AI

Conversational access to warehouses, databases, and analytics platforms

Claude · ChatGPT

CE Cosmos Deep Dive

Transaction-level US card spend for cohort and price-point analysis

Claude

CE Cosmos Signal

Aggregated US card spend metrics for market share tracking

Claude

Cello

Referral program metrics plus integration health checks

Claude

Centiment

Read-only browsing of Centiment survey responses

ChatGPT

ChartMogul

Subscription revenue analytics queried in plain language

Claude · ChatGPT

Charts by Szum

Render, publish, and manage chart images from structured data

Claude

CISOGenie

Risk register, compliance tasks, and posture dashboards for GRC teams

Claude

Cleverbridge

Ecommerce and subscription data from Cleverbridge accounts

ChatGPT

ClickHouse

Read-only SQL against ClickHouse Cloud services and schemas

Claude

Closai

Personal inventory of past purchases for advice in chat

Claude · ChatGPT

Cloudinary

Media library management and transformation through natural language

Claude · ChatGPT

Collation MCP Server

SQL, dashboards and time-weighted returns over your own investment warehouse

Claude

Collecte MTL

Waste collection schedules for addresses in Montreal

ChatGPT

Companion.energy

Read-only energy analytics for commercial and industrial sites

Claude

Conductor MCP

Brand visibility metrics across search and AI answers

Claude · ChatGPT

Consensus

Search and synthesise peer-reviewed academic literature

Claude · ChatGPT

Contentsquare

Digital experience analytics queried in natural language

Claude

Coralogix

Query Coralogix logs, metrics, and traces conversationally

Claude · ChatGPT

Costory

Cloud and AI spend analysis across AWS, GCP, Azure, Snowflake and OpenAI

Claude

Crustdata

B2B company and people search with enrichment across 350+ datapoints

Claude

D&B Finance Analytics

Commercial credit origination and portfolio management workflows

Claude · ChatGPT

Daily Command

Monitors brand and campaign signals and proposes actions

ChatGPT

DappleOS

Plain-language analytics over a cosmetic medicine clinic's own data

Claude

Data Analytics

Guided analysis of product and business metrics

ChatGPT

DataAssist-IO

Organisation-scoped SQL and CSV querying for teams

ChatGPT

Databox

Query business metrics pulled from Databox's connected sources

Claude

Databricks

Managed and custom MCP servers over Unity Catalog data and tools

Claude

DataGrail

Agentic privacy operations: subject requests, ticket sync and reporting

Claude

DataHub

Enterprise data context: search, lineage, ownership and governance

Claude

DataSelf MCP+

Natural-language queries over a curated DataSelf warehouse model

Claude

dbt

Browse, query and run dbt projects and the semantic layer

Claude

DealTraq

Deal pipeline research: company profiles, diligence files and metrics

Claude

Decile

Ecommerce customer analytics: cohorts, baskets and segment profiles

Claude

Decube

Governed data context: freshness, lineage, ownership and definitions

Claude

Deepnote

Notebook workspace access for analysis and execution

ChatGPT

Dincer Logistics

Read-only search over approved Dincer warehouse and transport datasets

Claude

DMAP AI

Drought indices and event analysis for a location

ChatGPT

Dremio Cloud

Query lakehouse data through Dremio's semantic layer and access controls

Claude

Drivepoint

Consumer brand finance: warehouse queries, actuals, plans and reports

Claude

DXB Interact

Dubai property transaction and rental market data

ChatGPT

Enterpret

Customer feedback analysis across support and sales channels

Claude · ChatGPT

Epicure

Computational flavour pairing and substitution across 1,790 ingredients

Claude

Evarist

Web analytics questions answered with session-level evidence

Claude

Evidence Studio

Read only access to Evidence reports and data

Claude · ChatGPT

Exaforce

Query security operations data: alerts, investigations and audit logs

Claude

exascale.build

Source-cited US power generation and capacity data over MCP

Claude

Extract

Data pipeline monitoring and connector configuration

ChatGPT

Ezoic Analytics

Site traffic and ad revenue metrics for publishers

Claude · ChatGPT

Feedier

NPS, CSAT and CES across feedback channels with the verbatims behind them

Claude

Felt Maps

Geospatial analysis: spatial SQL, map layers and styling in Felt

Claude

Fingerprint

Device intelligence queries for bot, takeover and fraud investigation

Claude

Finseo

Brand visibility tracking across ChatGPT, Perplexity and AI Overviews

Claude

Firecrawl

Web pages and documents converted to structured data

ChatGPT

FlowAccount

Thai accounting data: sales, expenses, invoices and full financials

Claude

Foodics MCP

Restaurant point of sale, stock and branch data for F&B operators

Claude

Formester

Search and summarize form submissions with attachments

ChatGPT

Four/Four

Customer conversation evidence for product and revenue teams

Claude

Fullmetrix

Sales and customer metrics for online stores

ChatGPT

Geckoboard

Dashboard metrics from Geckoboard, queried in conversation

Claude

GIS Cloud

Cloud GIS maps, spatial analysis and field data collection forms

Claude

Global Database

Company registry records, financials and ownership structures

Claude

GoBlinkly

SEO, answer-engine and traffic data from a GoBlinkly account

Claude

Govly

Government contract opportunity data for public sector capture teams

Claude

HaitiDocs

Curated Haiti documents, indicators, maps and news for research

Claude

Have I Been Pwned

Breach, paste and stealer log exposure lookups by email or domain

Claude

Hgraph

Live blockchain data across many networks through one endpoint

Claude

Honeycomb

Query and manage Honeycomb observability data

Claude · ChatGPT

HYPD AI Ads

Read-only Google Ads and Shopping performance analysis

Claude · ChatGPT

Hypha

Document sets turned into searchable structured facts

ChatGPT

Iceflower

Card and bank transaction panels turned into merchant and catchment analytics

Claude

iSpv

Romanian company registry and balance sheet lookups by CUI

Claude

Jenner Analytics

SAS program execution with a reproducible audit record

Claude

Jepto

Multi client marketing data, budgets and anomalies

ChatGPT

JobDataLake

Structured job listing search across more than a million postings

Claude

JoomPulse

Brazilian marketplace listings, sellers and pricing trends

Claude

K-water

Real time water data for South Korean dams and rivers

ChatGPT

KANNA

On-site project records, chat logs and photos from a KANNA workspace

Claude

Kayse for Claude

Case, client and marketing data for plaintiff law firms

Claude

Keyword Tool Pro

Keyword volume, competition and competitor lookups at scale

Claude

Kindora

Grantmaker research from public filings and listings

ChatGPT

Kpler

Maritime, commodity, and freight market data queries

Claude · ChatGPT

KrystalView

Session level website analytics and anomaly review

ChatGPT

Landstack

UK planning, land availability and title data

ChatGPT

LogRocket MCP

Session replays, frontend errors and product analytics from LogRocket

Claude

Lytical

Website traffic insights without report digging

ChatGPT

Matchory

Supplier discovery and sourcing risk data for procurement teams

Claude

mcpMyAdmin

Governed, audited access to team databases and BI data sets

Claude

Measure Studio

Social and paid social performance analysis over a content library

Claude

Mentionlytics

Social listening analysis inside a chat interface

Claude · ChatGPT

MerchantSpring

Marketplace sales, profit and advertising metrics across seller accounts

Claude

Mergr

Private equity firm, deal and company records for M&A research

Claude

Meridian AI

Deal history, committee decisions and documents for investment firms

Claude

Metabase

Table search, field exploration and query building in Metabase

Claude

Minter.io

Social media report data across six networks

ChatGPT

Mixpanel

Product analytics queries and event taxonomy management

Claude · ChatGPT

Mixpanel Headless

Python-driven analysis of Mixpanel event and profile data

ChatGPT

MMM Labs

Marketing mix model runs and ROI analysis from MMMLabs

Claude

Monte Carlo

Data observability alerts, lineage and monitors across a stack

Claude

MoSPI

Official Indian government statistics through the eSankhyiki portal

Claude

MotherDuck

Natural language querying over a MotherDuck warehouse

Claude · ChatGPT

MuleSoft

Inventory and governance across APIs, agents, MCP servers and models

Claude

MyCoach Pro

Squad, performance and scouting records for coaches and analysts

Claude

NetSuite

Official NetSuite connector for ChatGPT

Claude · ChatGPT

Newsflash

Deduplicated news events with corroboration counts from 260-plus outlets

Claude

Nimble

Live web search, extraction, mapping and crawling for agents

Claude

Notehub

Queries against IoT fleet data collected in Notehub

Claude

Omni

Governed business intelligence queries from a chat window

ChatGPT

Omni Analytics

Governed semantic model queries from an Omni workspace

Claude

Omnivio Lens

Indian D2C commerce metrics across marketplaces and quick commerce

Claude

OneLens

Cloud spend and FinOps analytics across AWS, GCP, Azure and OCI

Claude

Open Targets

Target-disease association data for drug discovery research

Claude

Origin

Endpoint telemetry on AI agent activity across a device fleet

Claude

Orion by Gravity

Continuous business metric analysis joined with external data

Claude

Otnox

Live public tender notices across 40-plus procurement markets

Claude

Outset

AI-moderated user research from study design through synthesis

Claude

OWOX Data Marts

Query governed data marts over a company warehouse

Claude · ChatGPT

PagePulse

Search Console and GA4 data joined to page change history

ChatGPT

Parker

Meta ad analysis, review mining and creative brief generation

Claude

Parse.ly

Content analytics for publishers: posts, referrers, authors, campaigns

Claude

Peec AI

Brand visibility tracking across AI search engines

Claude

PhotonCommerce

Structured extraction from invoices, receipts and shipping paperwork

Claude

Pierview

Mention, citation and referral traffic data from a Pierview account

Claude

Polar Analytics

Ecommerce and ad metrics from a Polar semantic layer

Claude · ChatGPT

POMA Grill

Document corpus parsing and search across 50-plus file types

Claude

Porter Metrics

Cross-channel ad and ecommerce reporting with scheduled exports

ChatGPT

PowerDMARC

Email authentication posture and DMARC report analysis

ChatGPT

PrivCo

Financial data on private US companies that never file publicly

Claude

Promptwatch

AI search visibility tracking with content generation attached

Claude

Propalt

UK property valuation, ownership, and location data

ChatGPT

Pulse by PassBy

Foot traffic and visitor data for US physical stores

ChatGPT

Pyplan

Planning applications, model nodes and scenarios from Pyplan

Claude

Qmutator

Product feed onboarding, catalogue cleanup and pipeline deployment

Claude

Quanti IA

Read-only SQL over a connected marketing data warehouse

ChatGPT

Rapidata

Human annotation and preference tasks run from a conversation

Claude

RED Atlas API

Puerto Rico and Colombia property records, permits and valuations

Claude

Refiner

Analysis of survey responses collected through Refiner

ChatGPT

Remedy Legal

UK housing law information mapped by postcode

ChatGPT

Remesh

Live research conversations with hundreds of participants at once

Claude

Riley

Revenue context assembled from CRM, calls, support and product usage

Claude

Rill

Query a Rill project's metrics views from a conversation

Claude

Sellerise

Amazon seller analytics for sales, ad spend and inventory questions

Claude

Sendd MCP

Run a Sendd storefront or marketplace through conversation

Claude

Sensor Tower

Mobile app and advertising intelligence from Sensor Tower

Claude

Senzing

Entity resolution runbooks, SDK reference and sample data for Senzing

Claude

Serpstat

Keyword research, competitor SEO, and site audit data

ChatGPT

SiD Corp MCP

Etsy intelligence from a DodgePrint print-on-demand account

Claude

Sigma

Search and query Sigma workbooks without writing SQL

Claude

SignalSync

Query workflow requests and process definitions in SignalSync

Claude

Signara

Deterministic KPI computation over a connected database

Claude

SkyWatch

Archive satellite imagery search across multiple providers

Claude · ChatGPT

Snowflake

Natural language retrieval against a Snowflake account

Claude

Sociality.io

Social performance and competitor metrics from a Sociality.io workspace

Claude

Sometrend

Social data trend analysis in plain language

ChatGPT

SPACInsider

Read-only SPAC data: universe, league tables, lockups and earnouts

Claude

Sponsara

Price YouTube sponsorship deals and review incoming quotes

Claude

Spotsnow

Podcast ad history, advertiser spend and show research

Claude

SQD

Query indexed blockchain data across EVM, Solana, Bitcoin and more

Claude

Starburst

One read-only SQL path across federated Starburst catalogs

Claude

StatCite

Official economic statistics with citations and a claim checker

Claude

Stealthium

GPU fleet alerts, metrics and inventory in one query path

Claude

Steep

Query a Steep semantic layer from chat

ChatGPT

Supermetrics

Marketing platform data queried inside ChatGPT

ChatGPT

Swath API

Radar-verified hail and wind swaths mapped to affected properties

Claude

Sweet Analytics

Plain language questions about ecommerce trading data

ChatGPT

Switch

Sales, receivables and inventory questions against a Switch ERP

Claude

Syncly Social

Brand mention tracking across social platforms, video included

Claude

Tableau Cloud

Query Tableau Cloud workbooks, data models and Pulse metrics

Claude

Tango

US federal procurement data for contracting research

Claude

Tavily

Live web search, extraction and research for grounding answers

Claude

Technis

Spatial analytics for buildings, stores, and venues

ChatGPT

Tenzo

Restaurant metrics across locations, asked in plain language

ChatGPT

Token Terminal

Standardized onchain metrics for blockchains and tokens

Claude · ChatGPT

TomTom Maps

TomTom search, routing, traffic and map rendering

Claude

Tool4seller

Read-only analytics for an authorized Amazon seller account

Claude · ChatGPT

Trace

Technology stack and hiring signals on companies

Claude · ChatGPT

Triple Whale

Ecommerce KPIs across channels from a Triple Whale account

Claude

Trussi AI

Operate a roofing CRM in plain language

Claude · ChatGPT

Trustgrid

Network status and device configuration reporting from Trustgrid

Claude

Unwrap

Search customer feedback themes and trends in Unwrap

Claude

Upsolve AI

One analytics agent over a connected SQL warehouse

Claude

Upspring

Meta ad creative analysis for a market and an account

Claude

Vaisala Xweather

Real-time, forecast and historical weather from Vaisala Xweather

Claude

Varify MCP

Create and manage Varify.io A/B tests from a conversation

Claude

Visier

People analytics questions answered by Visier's Vee

Claude

Waldo

Brand, advertising, and social research with workspace context

ChatGPT

Watching That

Ad revenue and delivery investigation across a publisher ad stack

Claude

Windsock

Market value estimates for general aviation aircraft

ChatGPT

Winnow

Read-only SQL access to farm operation data

ChatGPT

WitCloud

Marketing, sales, and ecommerce data without SQL

ChatGPT

Wolfram

Computation and curated data via Wolfram Language

Claude · ChatGPT

Wren AI

Governed warehouse questions through a Wren AI semantic layer

Claude

Yardi Matrix

Property, market and portfolio data from Yardi Matrix

Claude

Yogi

Consumer feedback analysis across reviews, tickets and social

Claude

Ysaere

Prepaid AI research swarms for diligence and deal teams

Claude

Yuno

Questions about Yuno payment performance data

Claude · ChatGPT

Zint

Verified UK company data for research and diligence

Claude · ChatGPT

Zylo

SaaS portfolio spend, licenses and contracts from Zylo

Claude

Reading this data

What the category column does and does not tell you

Categories come from the marketplace listings themselves, mapped onto one shared set, and at row level they are noisy: connectors are filed by their publisher, and plenty sit under a heading that does not describe the product well. Treat the grouping as a way to navigate the directory, not as a market segmentation.

The solid facts on these pages are the marketplace listings themselves (where each product is listed, what it declares, and its verification tier) plus the tool counts Node8 measured directly against live endpoints. The comparisons built from them are Node8's.

FAQ

Data & Analytics connector questions, answered

How many AI connectors are there for Data & Analytics?

260 connectors and apps were filed under Data & Analytics across the ChatGPT and Claude marketplace directories as of August 2026, 8.3% of the 3,150 products in this directory. Every one of them is on this page.

What does a connector in the Data & Analytics category actually do?

It connects a company's existing system to an AI assistant through an MCP server, so a user can ask about that company's data or trigger an action in conversation. In this category that usually means governed metric and kpi lookup against your semantic layer, and natural-language querying that respects existing row-level permissions.

How deep are Data & Analytics connectors?

Among the 198 with a Claude listing, the median publishes 12 tools, against a Claude-directory median of 11. The deepest here is Kayse for Claude at 93 published tools. Tool count is the closest available proxy for how much of a product is actually reachable from the assistant.

Does the same connector work in ChatGPT, Claude, and Copilot?

Largely, yes. MCP is a shared protocol, so one well-built server can serve ChatGPT, Claude, Microsoft Copilot, and other MCP clients. What differs is the listing and review process for each platform, plus some presentation details. Building for one and distributing to the rest is the usual sequence.

How long does it take to build and list one?

Most first connectors take eight to twelve weeks from kickoff to a live listing. The build itself is rarely the long pole. Deciding which data to expose, getting the underlying APIs into shape, and passing security and platform review are what set the timeline.

What does it cost?

Cost tracks scope: how many systems the connector reaches, how much work the underlying APIs need, and what the security requirements are. A single-source, read-only connector is a materially smaller project than one that writes into production systems across several backends. Node8 scopes this in a discovery session before any build commitment.

Keep browsing

Other categories

Productivity (760)Finance (363)Other (351)Business Operations (347)Travel (232)Developer Tools (188)Education & Research (130)Healthcare & Life Sciences (101)Entertainment & Media (95)Sales & Marketing (94)Creative & Design (92)Communication (44)Commerce & Shopping (35)Legal (33)Security (17)Nonprofit (8)
The ChatGPT apps directory The Claude connectors directory

Put your data where the questions are being asked

Node8 builds the MCP server, secures it, and takes it through review, so your data is reachable inside ChatGPT, Claude, and Copilot. Most first connectors ship in eight to twelve weeks.

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