Tool integrations

Tools are utilities designed to be called by a model: their inputs are designed to be generated by models, and their outputs are designed to be passed back to models. A toolkit is a collection of tools meant to be used together.

Search

The following table shows tools that execute online searches in some shape or form:

Tool/Toolkit	Free/Paid	Return Data
cloro	Paid	URL, Snippet, Title, Answer
Exa Search	1000 free searches/month	URL, Author, Title, Published Date
Google Search	Paid	URL, Snippet, Title
iFlow Search	Paid	URL, Title, Snippet, Date
Linkup Search	2000 free searches/month	URL, Content, Sources
Nia Toolkit	Free tier available	Code, Docs, Metadata, Sources
Nimble Search	Free trial available	URL, Content, Title
Parallel Search	Paid	URL, Title, Excerpts
Perplexity Search	Paid (with monthly free tier)	URL, Title, Snippet, Date, Last Updated
Tavily Search	1000 free searches/month	URL, Content, Title, Images, Answer
Apify	Free tier, pay-per-use (varies by Actor)	Actor output (varies by Actor)
You.com Search	$100 in credits on sign up	URL, Title, Page Content

Code interpreter

The following table shows tools that can be used as code interpreters:

Tool/Toolkit	Supported Languages	Sandbox Lifetime	Supports File Uploads	Return Types	Supports Self-Hosting
Amazon Bedrock AgentCore Code Interpreter	Python, JavaScript, TypeScript	Configurable (up to 8 hours)	✅	Text, Images, Files	❌
Azure Container Apps dynamic sessions	Python	1 Hour	✅	Text, Images	❌

Productivity

The following table shows tools that can be used to automate tasks in productivity tools:

Tool/Toolkit	Pricing
Gmail Toolkit	Free, with limit of 250 quota units per user per second
AgentMail Toolkit	Free tier available, with pay-as-you-go pricing after
AgentPhone Toolkit	Free tier available, with pay-as-you-go pricing after
e2a	Free tier available, with flat-rate paid plans after

Web browsing

The following table shows tools that can be used to automate tasks in web browsers:

Tool/Toolkit	Pricing	Supports Interacting with the Browser
AgentQL Toolkit	Free trial, with pay-as-you-go and flat rate plans after	✅
Amazon Bedrock AgentCore Browser	Pay-per-use (AWS)	✅
Browserless	Free tier, with usage-based plans after	✅
Hyperbrowser Browser Agent Tools	Free trial, with flat rate plans and pre-paid credits after	✅
Hyperbrowser Web Scraping Tools	Free trial, with flat rate plans and pre-paid credits after	❌
Nimble Extract	Free trial available	❌
Oxylabs Web Scraper API	Free trial, with flat rate plans and pre-paid credits after	❌

Database

The following table shows tools that can be used to automate tasks in databases:

Tool/Toolkit	Allowed Operations
MCP Toolbox	Any SQL operation
Drasi Toolkit	Real-time database change detection
Stardog	SPARQL SELECT and schema introspection

Finance

The following table shows tools that can be used to execute financial transactions such as payments, purchases, and more:

Tool/Toolkit	Pricing	Capabilities
Ampersend	Paid	Pay for and use remote AI agent services with automatic x402 payment handling.
Privy	Free	Create wallets with configurable permissions and execute transactions with speed.

Integration platforms

The following platforms provide access to multiple tools and services through a unified interface:

Tool/Toolkit	Number of Integrations	Pricing	Key Features
Composio	500+	Free tier available	OAuth handling, event-driven workflows, multi-user support

All tools and toolkits

Integration	Downloads
`Google imagen`
`BrowserToolkit`
`CodeInterpreterToolkit`
`Gmail toolkit`
`Google calendar toolkit`
`Google cloud text-to-speech`
`Google search`
`Databricks unity catalog (Uc)`
`Azure Logic Apps`
`Microsoft Foundry tools`
`Microsoft Foundry Tools (formerly Azure AI Services) tools`
`Tavily crawl`
`Tavily extract`
`Tavily map`
`Tavily search`
`WatsonxSQLDatabaseToolkit`
`WatsonxToolkit`
`Composio`
`Perplexity search`
`Exa search`
`Oracle AI vector search generate summary`
`Azure container apps dynamic sessions`
`Upstage groundedness check`
`MemgraphToolkit`
`ApifyActorsTool`
`SmartScraperTool`
`Mcp toolbox for databases`
`AdeuToolkit`
`Brightdataserp`
`Brightdataunlocker`
`Brightdatawebscraperapi`
`StripeAgentToolkit`
`e2a`
`LinkupSearchTool`
`Cdp agentkit toolkit`
`Compass defi toolkit`
`Google drive`
`GraphTool`
`Parallel extract`
`Parallel FindAll`
`Parallel Monitor`
`Parallel search`
`Parallel Task API`
`DaytonaDataAnalysisTool`
`Taiga`
`NimbleExtractTool`
`NimbleSearchTool`
`Salesforce`
`You.com search`
`Ads4gpts`
`Prolog`
`Ampersend`
`UnstructuredTransformToolkit`
`Hyperbrowser browser agent`
`Hyperbrowser web scraping`
`Robocorp toolkit`
`Valyucontext`
`Anchor browser`
`ScraperAPI`
`Dappier`
`Naver search`
`Tableau`
`Fmp data`
`cloro`
`Discord`
`Agentql`
`SpiceDB Permission Tools`
`Synmerco`
`Oxylabs`
`Jenkins`
`Valthera`
`Permit`
`iFlow Search`
`Stardog`
`Cosmergon`
`Privy`
`OpenGradientToolkit`
`Vectara`
`AgentMail Toolkit`
`AgentPhone Toolkit`
`NiaToolkit`
`AgentFetch`
`Tilores`
`Drasi`
`Synap DocuAnalyzer`
`UniRate`
`Bodo DataFrames`
`CambToolkit`
`ScrapelessCrawlerScrapeTool`
`ScrapelessDeepSerpGoogleSearchTool`
`ScrapelessUniversalScrapingTool`
`Browserless`	N/A