ATOMIC TASK ROUTING

Tasks

Every AI tool is evaluated against specific, measurable tasks. Browse tasks to find which tools perform best for your exact need.

49
Tasks
345
Tool Mappings

Transcribe Audio

2 tools

Convert spoken audio to accurate text transcripts

Example Query
transcribe this meeting recording

Web Search

10 tools

Search the web for information, news, and data using AI-optimized search APIs.

Example Query
Search for recent AI funding rounds in Q1 2025

Extract Text from PDFs

5 tools

Parse and extract structured text content from PDF documents

Example Query
extract all text and tables from this PDF

Web Scraping

7 tools

Extract structured data from websites, including text, tables, and metadata.

Example Query
Scrape pricing data from competitor websites

Code Review

6 tools

Review pull requests, analyze code quality, and suggest improvements.

Example Query
Review PR #142 for security vulnerabilities

Generate Embeddings

8 tools

Convert text into vector embeddings for semantic search

Example Query
embed these documents for similarity search

Repository Management

5 tools

Create, manage, and organize code repositories, branches, and releases.

Example Query
Create a new branch and open a PR with the fix

Summarize Documents

14 tools

Create concise summaries of long documents or articles

Example Query
summarize this 50-page report

Browser Automation

6 tools

Automate browser interactions — click, fill forms, navigate, and screenshot.

Example Query
Navigate to the dashboard and take a screenshot

Translate Text

11 tools

Translate content between languages with high accuracy

Example Query
translate this contract to Spanish

End-to-End Testing

3 tools

Run automated end-to-end tests against web applications.

Example Query
Run the checkout flow test suite

Generate Speech

3 tools

Convert text to natural-sounding speech audio

Example Query
generate a voiceover for this script

Database Queries

8 tools

Execute SQL queries, manage schemas, and analyze database data.

Example Query
Query all orders from the last 30 days grouped by status

Detect Sentiment

9 tools

Analyze text for emotional tone and sentiment polarity

Example Query
analyze sentiment of customer reviews

Classify Text

24 tools

Categorize text into predefined or dynamic categories

Example Query
classify these support tickets by urgency

Data Analysis

4 tools

Analyze datasets, generate reports, and create visualizations.

Example Query
Analyze user retention by cohort for the last 6 months

Generate Images

6 tools

Create images from text descriptions or prompts

Example Query
generate a product mockup image

Lead Enrichment

11 tools

Enrich prospect data with emails, company info, and social profiles.

Example Query
Find the CTO email and LinkedIn for Acme Corp

Caption Images

5 tools

Generate descriptive captions for images

Example Query
describe what is in this screenshot

CRM Management

6 tools

Manage contacts, deals, and pipelines in CRM systems.

Example Query
Create a new deal in HubSpot for the Acme opportunity

Content Writing

7 tools

Draft, edit, and publish blog posts, articles, and marketing copy.

Example Query
Write a 1500-word blog post about MCP server best practices

CMS Publishing

13 tools

Publish and manage content in WordPress, Ghost, Sanity, and other CMS platforms.

Example Query
Publish the draft post to WordPress with featured image

Ticket Triage

11 tools

Categorize, prioritize, and route support tickets automatically.

Example Query
Triage the 15 new Zendesk tickets by severity

Customer Support

2 tools

Respond to support tickets, manage conversations, and escalate issues.

Example Query
Draft a response for ticket #4521 about billing

Knowledge Base Search

6 tools

Search and retrieve information from Notion, Confluence, and documentation.

Example Query
Find the API rate limiting docs in Confluence

Note Management

3 tools

Create, organize, and search notes in Obsidian, Notion, and similar tools.

Example Query
Create a meeting notes page linked to the project

Infrastructure Management

9 tools

Manage cloud infrastructure — servers, containers, and networking.

Example Query
List all running EC2 instances in us-east-1

Container Orchestration

2 tools

Manage Kubernetes clusters, deployments, and services.

Example Query
Scale the web deployment to 5 replicas

UI Component Lookup

2 tools

Browse and inspect design system components, props, and usage.

Example Query
Find the Button component variants in Storybook

Analyze Code

16 tools

Review code for bugs, vulnerabilities, and quality issues

Example Query
scan this codebase for security issues

Design-to-Code

3 tools

Convert Figma designs into production-ready code.

Example Query
Generate React components from the Figma dashboard design

Email Automation

11 tools

Send, manage, and automate email campaigns and sequences.

Example Query
Send the onboarding email sequence to new signups

SEO Analysis

2 tools

Analyze keyword rankings, backlinks, and SEO performance.

Example Query
Get the top 20 ranking keywords for toolroute.io

Payment Processing

7 tools

Manage payments, subscriptions, and invoices.

Example Query
Create a new subscription for the Pro plan

Financial Reporting

3 tools

Generate financial reports, track expenses, and manage accounting.

Example Query
Pull the Q1 profit and loss report from QuickBooks

Document Signing

1 tool

Send documents for electronic signatures and track signing status.

Example Query
Send the NDA to john@acme.com for signature

Generate Reports

36 tools

Create data-driven reports and visualizations

Example Query
generate a monthly revenue report

Legal Research

2 tools

Search court opinions, analyze contracts, and check compliance.

Example Query
Find recent patent infringement rulings in the 9th Circuit

Recruiting

2 tools

Manage candidates, jobs, and the hiring pipeline.

Example Query
Move the top 3 candidates to the interview stage

Review Contracts

8 tools

Analyze legal documents for risks and key terms

Example Query
identify risky clauses in this contract

HR Management

2 tools

Manage employee data, time-off, and onboarding workflows.

Example Query
Submit a PTO request for next Friday

Manage Inventory

7 tools

Track and manage product inventory and stock levels

Example Query
check stock levels for these products

E-commerce Management

3 tools

Manage products, orders, and inventory across e-commerce platforms.

Example Query
Update inventory for SKU-1234 to 500 units

Security Scanning

3 tools

Scan code and containers for vulnerabilities and security issues.

Example Query
Run a vulnerability scan on the main branch

Team Communication

4 tools

Send messages, manage channels, and automate Slack workflows.

Example Query
Post the daily standup summary to #engineering

Calendar Management

7 tools

Schedule meetings, check availability, and manage events.

Example Query
Find a 30-minute slot with the product team this week

Documentation Lookup

5 tools

Pull current, version-specific docs and code examples.

Example Query
Get the Next.js 14 App Router docs for server components

Error Monitoring

13 tools

Track errors, monitor performance, and manage incidents.

Example Query
Get the top 5 unresolved errors from Sentry this week

Ad Campaign Management

2 tools

Create and optimize advertising campaigns across platforms.

Example Query
Pause underperforming Google Ads campaigns with CPA > $50

Route Tasks Programmatically

Use the ToolRoute API to match natural-language tasks to the best tools with confidence scoring and fallback chains.