Best AI agents for data analysis (2026)
Agents that query, clean and chart data and explain what it shows. We list 36 tools for data analysis below, each with a link-checked page, pricing as the maker states it and alternatives.
Graphify
Turns a codebase plus its docs, SQL schemas, configs and PDFs into a knowledge graph that coding agents can query.
Teable
AI spreadsheet and database for business with built-in agents.
DB-GPT
Open-source agentic data assistant for querying and analyzing data with LLMs.
WrenAI
Generative BI for agents: governed text-to-SQL with a semantic context layer.
CocoIndex
Incremental data engine for keeping agent context and indexes fresh.
Electric
Sync engine and agent platform that keeps data in sync between Postgres, apps and agents in real time.
Unstract
LLM-powered platform for extracting structured data from documents via APIs and ETL pipelines.
LobsterAI
NetEase Youdao's desktop agent for data analysis, slides, documents and web research.
Cloudflare MCP Servers
Cloudflare's collection of MCP servers for Workers, observability, DNS analytics and other Cloudflare services.
DBHub
Database MCP server for Postgres, MySQL, SQL Server and others from Bytebase.
Grafana MCP
Grafana's MCP server giving agents access to dashboards, data sources and incidents.
seekdb
AI-native search database for agent storage combining vector, text and structured data.
Spider
Fast Rust web crawler for collecting data for agents and LLMs.
Bright Data MCP
Bright Data's MCP server for web search, scraping and browsing.
StackQL
SQL engine with an MCP server for querying and provisioning cloud resources.
Redis MCP Server
Redis' official MCP server for working with data in Redis through natural language.
Blockscout MCP
Blockscout's MCP server giving agents contextual access to blockchain data across many EVM chains.
Wix MCP
Wix's MCP server for building and managing Wix sites and business data.
AgentCenter
Mission-control dashboard for assigning tasks to OpenClaw agents and reviewing what they deliver.
Amplitude MCP
Amplitude's MCP server for searching and analyzing product analytics data from an agent.
Anamap
AI analytics agent that investigates conversion and revenue changes using your data and release history.
Binance Agent OS
Binance developer platform connecting AI agents to trading, market data, Agentic Wallet, x402 payments and on-chain services via MCP, APIs and skills.
Bruin
Open-source, AI-powered data platform covering ingestion, pipelines and quality checks.
CoinGecko MCP Server
Official MCP server for crypto prices, market and on-chain data.
Context.dev
Web data API for AI agents that scrapes pages to Markdown, searches the web and crawls sites.
Dataline
Turns natural-language intent into structured, confidence-scored Web3 market data for AI agents (formerly Tearline).
Kater
AI data analyst that answers business questions from your data warehouse.
Nansen AI
On-chain analytics with an AI agent that researches tokens and wallets and can execute trades, powered by 500M+ labeled addresses.
Querri
AI data analyst that cleans scattered data and answers questions in plain English.
Sourcetable
AI spreadsheet that analyzes data, builds models and charts from prompts.
Surf AI
AI research assistant for crypto (and now US equities) built on on-chain, market and social data.
TinyFish
Enterprise web agents that run at scale across websites to gather data and take actions.
LlamaIndex
Framework for agents over your data (RAG, document agents).
Firecrawl
Turns websites into clean, LLM-ready data for agents.
Manifold MCP
Hosted MCP server giving agents SEO, AI-answer, social, ad and leads data.
Model Context Protocol
Open standard for connecting agents to tools and data.
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