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
BrightData SERP	Pay-per-successful-request	URL, Snippet, Title, Search Rank
cloro	Paid	URL, Snippet, Title, Answer
CrustAPI	3,000 free credits/month, no card	URL, Title, Snippet, Maps, News, Shopping, Images, Videos, Places, Scholar, Patents, LinkedIn
Exa Search	1000 free searches/month	URL, Author, Title, Published Date
Google Search	Paid	URL, Snippet, Title
iFlow Search	Paid	URL, Title, Snippet, Date
Keenable	Free keyless tier available	Title, URL, description, publication date, index date; page markdown for fetch
Linkup Search	2000 free searches/month	URL, Content, Sources
Octen	Paid	Title, URL, highlight, authors, time_published
Mixpeek	Free tier available	Multimodal search results (video, image, audio, document)
Nia Toolkit	Free tier available	Code, Docs, Metadata, Sources
Nimble Search	Free trial available	URL, Content, Title
Nimble Web Search Agents	Free trial available	Research answer, Sources
Parallel Search	Paid	URL, Title, Excerpts
Perplexity Search	Paid (with monthly free tier)	URL, Title, Snippet, Date, Last Updated
Search1API Search	100 free credits on sign up, no credit card	URL, Title, Snippet, Content, Images
SearchApi	100 free searches/month	URL, Snippet, Title, Answer Box, Knowledge Graph
Scavio	50 free credits to start	URL, Title, Snippet, Knowledge Graph, Products, Videos, Transcripts, Social posts and profiles
SERPdive	1000 free credits/month	URL, Title, Date, Page Content, Answer
TalorData SERP	Paid	Title, URL, snippet, position, knowledge graph, answer box, AI overview
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)
Xpoz	Free tier available	Posts, user profiles, comments, engagement metrics (Twitter/X, Instagram, Reddit, TikTok)
You.com Search	$100 in credits on sign up	URL, Title, Page Content
Querit	1000 free searches/month on sign up	URL, Snippet, Title, Page_Age, Site_Name, Site_Icon

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	❌
Capsule Code Interpreter	Python, JavaScript	Stateless or session-based	✅ (REPL tools)	Text	✅

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
GoodSender Toolkit	Free tier (100,000 emails/month), no credit card required
AgentLine Toolkit	$2/number one-time,$ 0.10/min calls, pay-as-you-go
AgentMail Toolkit	Free tier available, with pay-as-you-go pricing after
AgenticEmail Toolkit	Free tier available, with paid plans after
AgentPhone Toolkit	Free tier available, with pay-as-you-go pricing after
e2a	Free tier available, with flat-rate paid plans after
ReplyLayer Toolkit	Private beta: free sandbox trial, with paid tiers after
Verifly	Free tier available

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)	✅
AproxPay	Pay-per-use via x402 (USDC on Base); no signup	❌ (fetch + CONNECT session pass)
BrightData Unlocker	Pay-as-you-go	❌
BrightData Web Scraper API	Pay-as-you-go	❌
Browserless	Free tier, with usage-based plans after	✅
Ceki	Self mode free; marketplace $0.01/min USDC	✅
Firecrawl	Free tier available	❌
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	❌
Manifest	Free tier available	❌
MrScraper	Paid	❌
W2A	Free (public endpoints)	❌
Nimble Extract	Free trial available	❌
Nimble Extract Templates	Free trial available	❌
Nimble Crawl and Map	Free trial available	❌
NodeProxy	~$0.002 USDC per parse (x402 on Base)	❌
Oxylabs Web Scraper API	Free trial, with flat rate plans and pre-paid credits after	❌
ProxyClaw	Free tier available	❌
ProxyHat	Paid	❌
Skim	Pay-per-use ($0.002/read in USDC on Base)	❌
Search1API Crawl	100 free credits on sign up, no credit card	❌
Spidra	Free trial available	❌

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
Sail SQL Toolkit	SQL query, schema listing, and query checking against Sail (Spark Connect)
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.
FlipCoin	Free	Trade YES/NO shares on prediction markets via LMSR AMM or CLOB order book.
Axiora	Free API key	Japanese listed-company financials from EDINET filings, health scores, screening, and English filing translations.
Delegare	Paid	Authorize and execute multi-rail payments via AP2 mandates with built-in budget guardrails.
DexPaprika	Free (keyless)	Search tokens, pools, and DEXes; read token market data, pool liquidity, and OHLCV price history across on-chain DEXes.
PaySafe	Free for first 100 API calls	An x402 based firewall with automatic provenance tagging for prompt-injection detection.
Privy	Free	Create wallets with configurable permissions and execute transactions with speed.
Toolstem	$0.01 USDC/call (x402)	Financial intelligence and SEC EDGAR tools with pay-per-call x402 micropayments on Base.
Uniswap V2	Free	Get live Uniswap V2 swap quotes and prepare unsigned transactions for swaps, approvals, and liquidity, on any EVM chain.

AI Workflow Optimization

The following tools optimize AI Agent workflows by reducing token usage and enforcing structured SOPs:

Tool/Toolkit	Pricing	Key Features
HuangtingFlux	Free (public MCP server)	40% token reduction via 3-stage SOP: input compression, rolling summarization, output refinement
ZeroGPU	Usage-based	Offload classification, summarization, extraction, and PII redaction to purpose-built small models

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
Scalekit	80+	Free tier available	Delegated OAuth, token vault, multi-user support, LangSmith tracing

Security

The following table shows tools that can be used for security-related tasks:

Tool/Toolkit	Pricing	Capabilities
URLCheck	100 free requests/day	Verify URL safety before agent navigation. Supports optional intent-aware risk analysis. Returns actionable access directives (ALLOW/DENY/RETRY_LATER).
Bidda	Free discovery tier	Source-verified regulatory and compliance intelligence lookup with primary-source citations.
AI Identity	Free tier available	Per-agent cryptographic API keys, scoped policy enforcement, and tamper-evident audit logging via a gateway in front of tools and LLM calls.
RelayShield	Paid	MCP server registry-risk and prompt-injection-breach checks before high-impact agent actions.
SidClaw	Free hosted tier available	Policy evaluation, human approval workflows, and tamper-evident audit trails for LangChain tool calls.
Tonic Textual	Requires account	Detect, extract, synthesize, or tokenize PII in text, JSON, HTML, and files.

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`
`Perplexity search`
`Composio`
`Exa search`
`Oracle AI vector search generate summary`
`Azure container apps dynamic sessions`
`Upstage groundedness check`
`Scalekit`
`Memory`
`MemgraphToolkit`
`ApifyActorsTool`
`SmartScraperTool`
`Mcp toolbox for databases`
`AdeuToolkit`
`Brightdataserp`
`Brightdataunlocker`
`Brightdatawebscraperapi`
`e2a`
`StripeAgentToolkit`
`Parallel extract`
`Parallel FindAll`
`Parallel Monitor`
`Parallel search`
`Parallel Task API`
`LinkupSearchTool`
`Cdp agentkit toolkit`
`Compass defi toolkit`
`Google drive`
`Taiga`
`DaytonaDataAnalysisTool`
`GraphTool`
`HindsightTools`
`NimbleExtractTool`
`NimbleSearchTool`
`Scavio`
`Lians`
`Ads4gpts`
`Manifest`
`Salesforce`
`SerpdiveSearch`
`TalorDataSerpTool`
`You.com search`
`CrustAPISearch`
`ProxyHatFetchTool`
`OptionsAhoy`
`Opedd`
`SpidraScrape`
`Prolog`
`Ampersend`
`RelayShield`
`UnstructuredTransformToolkit`
`PerseusVaultToolkit`
`ReplyLayerToolkit`
`Mixpeek`
`UniswapV2Toolkit`
`AgenticEmailToolkit`
`Synap`
`Hyperbrowser browser agent`
`Hyperbrowser web scraping`
`AgentFetch`
`NodeProxyMarkdownTool`
`Claw Messenger`
`AproxPayProxyGetTool`
`Search1API Toolkit`
`MrScraperToolkit`
`Anchor browser`
`KeenableSearch`
`Valyucontext`
`ScraperAPI`
`Xpoz`
`SuperColony`
`Dappier`
`Discord`
`Tableau`
`Naver search`
`Fmp data`
`Capsule`
`cloro`
`SkimReader`
`Agentql`
`SpiceDB Permission Tools`
`RustChainToolkit`
`Tonic Textual`
`Valthera`
`Firecrawl`
`Oxylabs`
`Synmerco`
`GracefulFailTool`
`Jenkins`
`Privy`
`Synoppy`
`Permit`
`SearchApiSearch`
`iFlow Search`
`OpenGradientToolkit`
`Instanode`
`Cosmergon`
`OctenSearchResults`
`W2A`
`Vectara`
`AgentLineToolkit`
`VeriflyEmailVerifier`
`SidClawToolkit`
`SibflyGroundMotion`
`Stardog`
`Lumify Sports Intelligence`
`SignatrustGenerateReceiptTool`
`URLCheck`
`CekiToolkit`
`FlowSpeechTextToSpeechTool`
`AgentMail Toolkit`
`BiddaComplianceTool`
`ZeroGPUToolkit`
`DexPaprikaToolkit`
`GoodSender Toolkit`
`PaySafe`
`NiaToolkit`
`AgentPhone Toolkit`
`Anakin`
`Querit`
`Delegare`
`GoodMemToolkit`
`AIIdentityToolkit`
`Tilores`
`ProxyClaw`
`UniRate`
`CambToolkit`
`Synap DocuAnalyzer`
`Drasi`
`DynamicFeed`
`SailSQLToolkit`
`MuAPI`
`Bodo DataFrames`
`ScrapelessCrawlerScrapeTool`
`ScrapelessDeepSerpGoogleSearchTool`
`ScrapelessUniversalScrapingTool`
`Blindfold`
`SkillLiteTool`
`ModexiaToolkit`
`SnapRender`
`AxioraToolkit`
`PolarisSearchTool`
`pr402`
`FlipCoinToolkit`
`KeiroSearchTool`
`PinchworkDelegateTaskTool`
`KerqTrustTool`
`X402PaymentTool`
`Toolstem`
`Hlido`
`Browserless`	N/A
`HuangtingFlux`	N/A
`Robocorp toolkit`	N/A