Grounding AI agents and MCP tools
Every source here is callable over MCP, which makes it a tool an agent can reach for rather than a dataset someone has to load first. These are the jobs where the point is giving a model live, structured context it cannot infer.
16 documented jobs across 16 sources.
YouTube Download API
YouTube video and audio delivered as files, with a link, size and checksum per video, to the run's storage or your own bucket.
- Agents that need the media file itself, over MCP
YouTube Download API — parameters, schema and worked examples →
YouTube Shorts API
Channel Shorts or direct Short links as structured rows with views, likes, comments, dates, hashtags and full channel stats.
- Asking an AI agent for a channel's most viewed Shorts over MCP
YouTube Shorts API — parameters, schema and worked examples →
LinkedIn Job Scraper
Search LinkedIn jobs without a login and get listings, the total results count, full job records and filter ids.
- Feeding an AI agent a company's open roles
LinkedIn Job Scraper — parameters, schema and worked examples →
Workday Careers API
Every job on any Workday careers site, with pay ranges and direct apply URLs.
- Feeding an AI agent a company's open roles
Workday Careers API — parameters, schema and worked examples →
Indeed Company API
Look up Indeed employers by name, URL, industry or directory and get ratings, firmographics, reviews, salaries and Q&A as JSON.
- Feeding an AI agent employer reviews and salaries over MCP
Indeed Company API — parameters, schema and worked examples →
LinkedIn Company Employees API
Give a company name or LinkedIn URL and get the people who work there, each checked against their public profile.
- Feeding an AI agent structured people data over MCP
LinkedIn Company Employees API — parameters, schema and worked examples →
Google Lens API
Reverse image search: similar images, shoppable matches, or every page using your image.
- Feeding an AI agent visual lookup as a tool
Indeed Jobs API
Get Indeed job listings as JSON with parsed pay ranges and the full description, billed per job returned.
- Feeding an AI recruiting agent Markdown job descriptions
Oracle Fusion Recruiting and Taleo Jobs API
Oracle Fusion Recruiting and Taleo job postings in one API, resolved from a company name.
- Feeding an AI recruiting agent Markdown job descriptions
Oracle Fusion Recruiting and Taleo Jobs API — parameters, schema and worked examples →
SAP SuccessFactors Jobs API
Every live job on a public SAP SuccessFactors career site comes back as JSON, with requisition IDs and expiration dates.
- Feeding an AI recruiting agent Markdown job descriptions
SAP SuccessFactors Jobs API — parameters, schema and worked examples →
Trustpilot Reviews API
Trustpilot reviews with the experience date, company replies and the full star distribution, not just the headline average.
- Feeding review context to an AI agent
Trustpilot Reviews API — parameters, schema and worked examples →
VentureRadar Company Discovery API
Startup profiles keyed on who backed the company, not on how much it raised.
- Giving an AI agent live context on unfamiliar startups
VentureRadar Company Discovery API — parameters, schema and worked examples →
Ashby Job Board API
Ashby job postings with published salary data, plus a live directory of companies hiring through Ashby.
- Markdown job descriptions for AI recruiting agents over MCP
Ashby Job Board API — parameters, schema and worked examples →
Greenhouse Job Board API
Greenhouse job postings with stateless change detection, plus a live directory of companies hiring through Greenhouse.
- Markdown job descriptions for AI recruiting agents over MCP
Greenhouse Job Board API — parameters, schema and worked examples →
isolved Jobs API
isolved and ApplicantPro job postings with stateless change detection, plus a live directory of every employer hiring through isolved.
- Markdown job descriptions for AI recruiting agents over MCP
Paylocity Jobs API
Pull every open job from any Paylocity recruiting board with pay ranges and full descriptions, or map the employers that hire through Paylocity.
- Markdown job descriptions for AI recruiting agents over MCP
Paylocity Jobs API — parameters, schema and worked examples →