Skip to content

Playbook · Sales and research · Recruiters, founders and hiring managers

Source candidates who fit the role. With proof of their work and a way to reach them.

Candidate sourcing finds people who fit a role, checks their work, and gives you a way to reach them. With Agentik, your AI finds people in the role with Leadsforge, reads their full profiles and finds their emails with Icypeas, locates their GitHub accounts with Exa, and reads their open-source projects from GitHub.

Get $5 free credit See the prompt

providers
4
tools
6
example, at most
$1.00

Prices from the live catalog · updated

One request to your AI4 providers, 5 steps, one connection
  1. Step 1: Find people in the roleLeadsforgeFree
  2. Step 2: Read their profilesIcypeas$0.72
  3. Step 3: Find their open-source workExa and GitHub$0.07
  4. Step 4: Get a way to reach themIcypeas$0.21
  5. Step 5: Rank the shortlistYour AI, no tool call

Paid from one prepaid balanceat most $1.00

Why 4 providers

Each provider does one part. Your AI does the rest.

No single provider covers this job. Through Agentik your AI calls each one for its part, from one connection.

  1. Leadsforge

    People who hold the role today, by title, seniority, location and company.

    1 tool · step 1Free

  2. Icypeas

    Their public LinkedIn profiles in full, and their work emails, found and verified.

    3 tools · steps 2 and 4$0.93

  3. Exa

    Their GitHub accounts, found by name and role.

    1 tool · step 3$0.07

  4. GitHub

    Their public repositories: stars, languages and recent activity.

    1 tool · step 3Free

Without Agentik

2 accounts, 2 API keys, 2 bills, and 2 open APIs to learn.

  • LeadsforgeOpen API: its own format and limits
  • IcypeasSign-up, card, API key, bill
  • ExaSign-up, card, API key, bill
  • GitHubOpen API: its own format and limits

Then code to call each API, retry it and join the results before your AI can use them.

With Agentik

One connection. One prepaid balance.

  • People search, profiles, GitHub and email checks come from four providers through one connection.
  • GitHub is free; profiles and emails are priced per result found and quoted before your agent runs.
  • Your AI shows the price before each call, and a call that ends in an error is refunded.

Step by step

How to source candidates for a role in Claude or ChatGPT. Step by step.

Prices are for this example: 50 senior backend engineers in Germany, 25 profiles read, 10 GitHub accounts checked, 10 emails found and verified. They are the most each call can reserve at today’s catalog prices.

  1. Step 1: Find people in the role

    Leadsforge

    Leadsforge returns people who hold the title today, with their company and tenure.

    Tools called in step 1
    People searchleadsforge/search-people50 peopleFree
  2. Step 2: Read their profiles

    Icypeas

    Icypeas reads each public LinkedIn profile in full: experience, skills and education.

    Tools called in step 2
    Scrape profiles batchicypeas/scrape-profiles-batch25 profilesat most $0.72
  3. Step 3: Find their open-source work

    Exa and GitHub

    Exa finds each person’s GitHub account by name and role, and GitHub returns their repositories with stars and languages.

    Tools called in step 3
    Web searchexa/search10 peopleat most $0.07
    GitHub repository searchgithub/search-repositories10 accountsFree
  4. Step 4: Get a way to reach them

    Icypeas

    Icypeas finds each shortlisted person’s work email and checks it.

    Tools called in step 4
    Find work emailsicypeas/find-emails-batch10 peopleat most $0.19
    Verify emailsicypeas/verify-emails-batch10 emailsat most $0.02
  5. Step 5: Rank the shortlist

    Your AI

    Your AI ranks the ten against your must-haves, with the evidence for each.

What you get

What you get: a ranked shortlist of ten. In your conversation.

You provide

  • The role, its seniority and location
  • Must-have skills
  • How many candidates you want

Your AI returns

  • A list of people in the role, with current company and tenure
  • Their experience and skills, from their profiles
  • Their open-source work, where they have some
  • A ranked shortlist of ten with verified emails and why each fits
ShortlistExample layout
CandidateNow atOpen sourceEmailFit
Lena M.Example Cloud3 active reposVerifiedStrong
Tomas R.Example PayNone publicVerifiedStrong
Ines K.Example Labs1 popular repoNot foundGood

Placeholders: your rows come from your run.

Give this to your agent
Use my connected Agentik MCP server for this job: candidate sourcing. Source candidates for a role. First ask me for the role, its seniority and location, the must-have skills and how many candidates I want. Find people in the role with leadsforge/search-people. Read the best 25 profiles with icypeas/scrape-profiles-batch. For the top ten, find their GitHub accounts with exa/search and their projects with github/search-repositories. Find and verify their work emails with icypeas/find-emails-batch and icypeas/verify-emails-batch. Finish with a ranked shortlist (name, current role, experience, open-source work, email, why they fit) and a short message I could send each one. Before running anything, inspect each tool with inspect_tool, ask me for any input you don’t have instead of inventing it, and tell me the total price. Wait for my go. At the end, tell me what Agentik charged.

The prompt

Paste it into Claude, ChatGPT, Codex or Cursor.

Once Agentik is connected, your AI asks for your inputs, checks each tool and shows the price before anything runs.

Or ask it your way

  • “Find 30 senior iOS engineers in London who have shipped consumer apps.”
  • “Which of these candidates maintain open-source projects in Rust?”
  • “Find staff engineers in Paris who changed jobs in the last year.”
  • “Write a short, specific message to each of my top five.”

What it costs

At most $1.00. From one balance.

Each provider’s own price, with 0% markup. Each call reserves at most the amount shown, is billed for what it actually used, and the rest is released. A call that ends in an error is refunded.

This exampleat today’s catalog prices

LeadsforgeFree

  • People search50 peopleFree

Icypeas$0.93

  • Scrape profiles batch25 profiles$0.72
  • Find work emails10 people$0.19
  • Verify emails10 emails$0.02

Exa$0.07

  • Web search10 people$0.07

GitHubFree

  • GitHub repository search10 accountsFree

Total, at most$1.00

Good to know

  • Recruit with a legitimate interest: tell candidates where you found them, honour opt-outs and follow GDPR in Europe.
  • Open-source work is a signal for some roles only; many good engineers don’t publish code.

When to use something else

To manage a pipeline with stages and interviews, use your applicant tracking system; Agentik finds and checks the candidates.

Questions

Candidate sourcing: straight answers.

Still unsure? Ask us.

Is this allowed?

Sourcing from public profiles is common practice. Contact people with a legitimate interest, say where you found them and honour opt-outs; rules vary by country.

Couldn’t I just use one recruiting database?

For finding people, often. This job also reads their open-source work and finds and checks their emails, from Exa, GitHub and Icypeas. Through Agentik your AI uses all four providers from one connection; the example costs at most $1.00.

What does the example cost?

At most $1.00; profiles and emails that aren’t found aren’t billed.

Keep going

More playbooks for your AI.

  • Leadsforge, Icypeas and Serper

    B2B lead list

    People who match your buyer, emails found by two providers and verified, and a recent news hook for each company.

    3 providers6 toolsexample at most $1.10

  • Firecrawl, Serper, SEC EDGAR and Icypeas

    Account research

    Their site, latest news, official filings and the profiles of the people you’ll meet, in a one-page brief with sources.

    4 providers6 toolsexample at most $0.12

  • GLEIF, Recherche d’entreprises, Internet Archive and Serper

    Company due diligence

    Its legal identity and status, its registry entry, how long its website has existed, and any lawsuits or liquidation in the news.

    4 providers7 toolsexample at most $0.05

Browse the tools: B2B data · Developer · Web search

Run it today

Start with $5 on us. Then just ask.

Sign in with Google or GitHub, connect your AI with one link, then paste the prompt. Eligible new accounts get $5 of credit for low-cost calls.

Get $5 free credit Connection guides

No card · No subscription · 0% markup on tool calls