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 |
| 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 |
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) | ✅ |
| 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. |
| GOAT | Free | Create and receive payments, purchase physical goods, make investments, and more. |
| 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
ADS4GPTs
AgentMail Toolkit
AgentPhone Toolkit
AgentQL
Ampersend
Amazon Bedrock AgentCore Browser
Amazon Bedrock AgentCore Code Interpreter
Anchor Browser
Apify
AWS Lambda
Azure Container Apps Dynamic Sessions
Bodo DataFrames
cloro
BrightData Web Scraper API
BrightData SERP
BrightData Unlocker
CAMB AI
CDP
Compass DeFi Toolkit
Composio
Dappier
Databricks Unity Catalog
Daytona Data Analysis
Discord
Drasi
Exa Search
FMP Data
Gmail Toolkit
GOAT
Gradio
Privy
Google Cloud Text-to-Speech
Google Drive
Google Imagen
Google Search
Hyperbrowser Browser Agent Tools
Hyperbrowser Web Scraping Tools
IBM watsonx.ai
IBM watsonx.ai (SQL)
Ionic Shopping Tool
Jenkins
Lemon Agent
Linkup Search Tool
Memgraph
Naver Search
Nia Toolkit
Nimble Extract
Nimble Search
OpenGradient
Oracle AI Database
Oxylabs
Pandas Dataframe
Parallel Extract
Parallel FindAll
Parallel Monitor
Parallel Search
Parallel Task API
Permit
Prolog
Python REPL
Robocorp Toolkit
Salesforce
ScraperAPI
ScrapeGraph
Scrapeless Crawl
Scrapeless Scraping API
Scrapeless Universal Scraping
SpiceDB
Stardog
Stripe
Tableau
Taiga
Tavily Search
Tavily Extract
Tavily Crawl
Tavily Map
Tilores
MCP Toolbox
Upstage
Valthera
ValyuContext
Vectara
WRITER Tools
You.com Search
If you’d like to contribute an integration, see Contributing integrations.
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