First job platform with native MCP

YOUR AI AGENTJUST GOT A JOB BOARD.

Connect Claude, ChatGPT, or any MCP client to GiraffyReach. It searches jobs scraped in the last 24 hours, matches them against your real profile, retrieves recruiter contacts, and executes auto-apply applications in plain English.

Works with Claude (Pro/Max), ChatGPT (Plus + Dev Mode), Claude Code, and any MCP client · 13 tools · Revocable any time

What is Agent Connect?
Agent Connect is GiraffyReach's MCP (Model Context Protocol) server — the first native AI-agent integration on a job platform. It lets Claude, ChatGPT, or any MCP-compatible agent search jobs scraped within the last 24 hours, match them against the candidate's real profile, and prepare a tailored resume for each application. The candidate stays in control: every action is capped, logged, and one click from done.
One connector. The whole search.

@GiraffyReach is all you need.

As of 2026, no other job platform ships a native MCP server. Every capability below exists in exactly one place your agent can reach.

The only MCP with the fastest jobs

Listings scraped from 106,000+ company career pages within 24 hours of posting — your agent applies while everyone else is still refreshing job boards.

The only MCP that generates resumes

A resume rewritten for each exact job description in about 30 seconds, downloadable by your agent and ready to upload to the application form.

The only MCP with real market insights

Live demand, salary bands, and sponsorship climate from the last 24 hours of feeds — overall, or for any single skill or company you ask about.

The only MCP with hiring-manager contacts

Verified recruiter and manager names, titles, emails, and LinkedIn profiles for the exact company your agent is applying to.

The only MCP that clears email verification

When an ATS emails you a one-time code mid-application, your agent fetches it from your own Gmail and keeps going — no deadlock.

The only MCP that knows your history

Every search is checked against what you already applied to — by job and by company — so your agent never double-applies.

Auto-Apply Automation

DELEGATE THEENTIRE LOOP.

Your agent can now programmatically submit applications on your behalf. By exposing secure data channels, Claude, ChatGPT, and custom CLI agents can pull your tailored resume, locate verified hiring contacts, draft personalized outreach messages, and access candidate profile details to autofill complex application forms automatically.

Fully Autonomous
Submit to jobs programmatically in one command.
Form Autofill
Expose candidate details, work auth, and schemas.
Claude 3.5 Sonnet — Agent Connect Console
U
"Check my limits, find 5 fresh PM roles that fit me, skip companies I've applied to, prep the top 2, and get me the hiring manager."
Server Tool Calls Executed
get_limits() ✓ 200 OK search_jobs({"q": "PM"}) ✓ 5 Found prepare_application() ✓ 2 Prepped get_hiring_contacts() ✓ Verified
C

I have scanned the database, verified your active limits, and processed the top listings for you:

PREPPED96% Match
Senior Product Manager
Stripe · remote
Recruiter: Sarah KimApply →
PREPPED92% Match
Lead PM (Growth)
Figma · remote
Recruiter: Jessica ChenApply →
Claude AI Integration Screenshot
"@giraffyreach is enough to ask any info"

Seamless interactive queries on active jobs, resumes, and contacts right from Claude.

Live Agent Queries

PLAIN ENGLISH.REAL ACTIONS.

Querying jobs and compiling developer contact profiles is as simple as carrying out a chat conversation. Watch how Claude queries the GiraffyReach server and preps your applications using standard, human-readable directives.

Integration Guide

GET CONNECTEDIN 3 STEPS.

Connect your custom agent client to our database in under two minutes.

1

Generate Connector Link

Navigate to Agent Connect in your dashboard and click generate to get your private revocable connector URL.

2

Paste into Claude or ChatGPT

In Claude: Settings → Connectors → Add custom connector. In ChatGPT: enable Developer Mode, then add it as a custom connector.

3

Ask in Plain English

Ask your agent to search jobs, filter by match scores, surface recruiter contacts, and tailor resumes on the fly.

A Full-Featured AI API Toolkit

POWERFUL AGENTCAPABILITIES.

Your agent gains access to 11 custom-crafted developer tools explicitly mapped to job hunting.

Search & Match

search_jobs

Finds active listings scraped in the last 24h by keywords and filters.

get_job

Retrieves the complete description, tech stack, and metadata for a specific role.

get_candidate_profile

Pulls your parsed skills, targets, and resume content into the agent's memory.

get_limits

Tracks your remaining daily resume tailors and hiring contact lookups.

Auto-Apply

prepare_application

Generates a resume tailored to that exact job and hands your agent the file plus the direct apply link.

get_applications

Lists your prepped jobs with resume download links, apply URLs, and live tracker statuses.

get_verification_code

Retrieves one-time codes and verification links from your own Gmail to pass mid-application email gates.

mark_applied

Records the application in your tracker once it was actually submitted on the career page.

Intel

get_hiring_contacts

Finds verified names, titles, emails, and LinkedIn profiles for recruiters and managers on active roles.

get_outreach_intel

Shows which of your resumes recruiters opened and which got replies, so your agent can prioritize follow-ups.

get_market_intelligence

Live demand, salary bands, and sponsorship climate from the last 24h of feeds — overall or per skill/company.

Control

get_resume_settings

Reads your current resume style: theme, tone, summary style, ATS-Max vs C2C mode.

update_resume_settings

Tunes those settings from chat — "switch me to ATS-Max with a technical tone."

Security & Speed

MCP AGENT VSBROWSER BOTS.

FeatureAI Browser BotsGiraffyReach MCP
Freshness of JobsStale scrape logsHourly Direct Listings
Cloudflare BypassEasily blocked (JA3)API-level direct bypass
Resume TailoringAd-hoc text insertionsATS-Optimized formatting
Duplicate CheckSends duplicates constantlyProfile-aware exclusions
Hiring ContactsNoneDirect emails & socials
Security & SafetyInsecure cookie sharingCapped & revocable link

Your Credentials Stay Secure. Always.

Your private connector link acts as a secure, scoped access token. We never see your Anthropic or OpenAI API keys, and your candidate profile data is strictly fetched under your own manual instruction. We enforce a server-level ceiling of 50 preparations per day to protect your outbound reputation.

Read our full Security Protocol
FAQ

FREQUENTLY ASKEDQUESTIONS.

Yes — with you in the loop. Agent Connect hands your agent everything an application needs: fresh matching jobs, a resume tailored to each one, your real screening answers, hiring contacts, and even the verification code an ATS emails you mid-flow. A browser-capable agent working in your own browser can fill and submit the form under your supervision, then record it in your tracker with mark_applied. GiraffyReach's platform never fires off applications without you.

MCP (Model Context Protocol) is an open standard designed by Anthropic that allows LLMs to interact with secure external data sources. Our MCP server acts as a translator, allowing Claude or ChatGPT to read our live-scraped job listings, match them to your local profile, and trigger our backend systems to tailor resumes on your behalf.

It takes under two minutes. Open Agent Connect in your GiraffyReach dashboard, click 'Generate Link', copy your private connector URL, then in Claude go to Settings → Connectors → Add custom connector and paste it (paid Claude plans; Claude Code works too via one CLI command). Then just ask: 'Find me fresh React roles.'

Yes. On ChatGPT Plus and above, enable Developer Mode under Settings → Connectors → Advanced, then add your connector URL as a custom connector. ChatGPT gets the same live search, matching, and preparation tools.

Extremely safe. The connection link is unique to your profile and can be revoked with a single click at any time. Our server enforces strict rate limits (e.g., 50 resume tailors per day) to ensure your account cannot be abused, and your raw credentials or passwords are never shared.

Mass-apply browser bots simulate mouse clicks on standard aggregators and submit generic resumes. They are highly susceptible to Cloudflare JA3 blocking, hidden honeypot fields, and captchas. GiraffyReach Agent Connect works directly via API tools under your own command, guaranteeing delivery and tailoring resumes explicitly to bypass ATS filters.

During our beta preview (through September 30, 2026), Agent Connect is included at no additional cost for subscribers on the Dominance tier as well as active trial users. Regular preview limits apply.

Yes. By invoking the get_hiring_contacts tool, your AI agent can query our intelligence database to fetch the verified recruiter name, direct email address, and LinkedIn URL for the company hiring for that listing.

Get Started

READY TODELEGATE YOUR SEARCH?

Requires a paid Claude Pro / ChatGPT Plus plan, or Claude Code CLI.

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