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freemcplab / 디렉터리 / 플레이그라운드 / lessie-skill

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● 커뮤니티 LessieAI ⚡ 바로 사용

lessie-skill

Name: lessie-skill (Claude Skill)
Author: LessieAI

제작: LessieAI · LessieAI/lessie-skill

Claude skill for people/company search, contact enrichment, and email outreach via Lessie's CLI — aggregated from public business data.

LessieAI/lessie-skill wraps Lessie's people & company intelligence (CLI + MCP). Data 'aggregated from publicly available sources (business directories, social profiles, corporate websites)'. Commands cover people search by title/company/location, contact enrichment (email + phone), company research (industry/funding/tech stack/hiring), plus Gmail/Outlook email management.

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왜 쓰나요

핵심 기능

People search with filters: titles, companies, locations, domains
Contact enrichment returning verified emails and phones
Company research: industry, funding, tech stack, hiring signals
Integrated email send/manage across Gmail, Outlook, other providers
Delivered via CLI (@lessie/cli) or MCP server across Claude Code / Cursor / Codex

라이브 데모

실제 사용 모습

lessie-skill.replay ▶ 준비됨

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설치

작성자 저장소 · Claude Skills 공식 문서

사용 사례

실전 활용법: lessie-skill

Build a B2B prospect list for a sales sequence

👤 Founders, SDRs, agency owners running targeted outreach ⏱ ~45 min intermediate

언제 쓸까: You need 50 qualified contacts for a specific campaign without a Sales Navigator seat.

흐름

Define the ICP

Use lessie-skill — find Engineering Managers at SaaS companies, 50-500 employees, using Stripe, HQ in EU.✓ 복사됨

→ Lessie find-people call with filter JSON, not generic search
Enrich contacts

Enrich the top 25 with verified email.✓ 복사됨

→ Emails plus validation status returned
Draft personalized emails

Draft individualized openers using each person's recent company news. No spam phrases.✓ 복사됨

→ Per-contact personalization, not copy-paste

결과: A usable prospect list with personalized opener drafts.

함정

Treating 'verified' email as guaranteed deliverable — Warm your sending domain and monitor bounces — verification is probabilistic

함께 쓰기: github

Source engineering candidates for a specific role

👤 Recruiters and hiring managers on small teams ⏱ ~30 min intermediate

언제 쓸까: You need a shortlist before pinging a recruiter.

흐름

Search

lessie-skill — find Senior Rust engineers in Berlin or remote EU, with distributed systems background.✓ 복사됨

→ Targeted list with signals (seniority, stack evidence)
Qualify

For the top 10, summarize each in two sentences: strongest fit signal + one reservation.✓ 복사됨

→ Honest summaries, not just enrichment fields

결과: A human-readable shortlist ready for outreach.

조합

다른 MCP와 조합해 10배 효율

lessie-skill + github

Research GitHub activity of candidates alongside Lessie profile data

For the Rust shortlist, cross-reference each person's GitHub contributions to Rust projects.✓ 복사됨

lessie-skill + claude-content-writer-skill

Draft personalized outreach sequences in your brand voice

Using claude-content-writer voice profile, draft 3-email sequences for the top 10 prospects.✓ 복사됨

도구

이 MCP가 노출하는 것

도구	입력	언제 호출	비용
find-people	title / company / domain / location filters	Starting from ICP filters	Lessie plan-dependent
enrich-contact	person id or profile	Shortlist narrowed and ready to contact	Per-enrichment credit
find-company	company name or domain + optional filters	Account research before outreach	Plan-dependent
send-email	Gmail/Outlook account + to/subject/body	Only after you review drafts — don't auto-send at scale	Uses your own mailbox

비용 및 제한

운영 비용

API 쿼터: Depends on Lessie plan — the skill itself is just the prompt wrapper
호출당 토큰: Moderate; responses can be large when listing 50+ contacts
금액: Free — skills are local files. Lessie's data API is paid; consult current plans.
팁: Filter aggressively before enrichment; every enrichment call costs credits.

보안

권한, 시크릿, 파급범위

자격 증명 저장: Lessie API key in env var; Gmail/Outlook via OAuth if you use send-email

데이터 외부 송신: Queries go to Lessie's API. Email sending goes via your provider.

Contact enrichment must comply with GDPR / CAN-SPAM / local laws — Lessie provides data, compliance is on you.
Don't automate bulk sends without warming; volume without domain reputation = spam folder.

문제 해결

자주 발생하는 오류와 해결

Wrong trigger keywords — enrichment runs before filtering narrows the list

Explicitly: 'first find-people, then I'll pick who to enrich'.

대안

lessie-skill 다른 것과 비교

대안	언제 쓰나	단점/장점
Apollo.io / Clay	You want a full GTM suite with sequencing tools	Much heavier platforms; pricier
LinkedIn Sales Navigator	LinkedIn-native prospecting with InMail	Expensive, no agent integration