Building AI Agents

Pi has no native MCP client, so data enrichment reaches it via a skill bundle or adapter. Verified setup covers 150M+ companies and 800M+ contacts.

Build a Claude Skill for cold email personalization with the Vibe Prospecting Plugin: 150M+ companies, 800M+ contacts, 1,000 records per call.

Pillar 1, One skill for the whole outbound loop: Vibe Prospecting covers 150M+ companies, 800M+ people, verified email finding, 18 buying-signal categories, and firmographics behind a single Claude skill. A cold email agent stops juggling three vendor plugins. Pillar 2, Bulk sending prep at 100 QPS: Bulk endpoints sustain 100 QPS across the account. Claude […]

Frequently Asked Questions What is a B2B data layer for AI agents? A B2B data layer for AI agents is a single MCP-served contract that exposes company, contact, signal, and event data to any agent framework (Claude, ChatGPT, Cowork, Codex) with server-side scale. Four primitives: entity, event, signal, context. Server-side execution, so bulk runs do […]

Frequently Asked Questions What is a sales skill for Claude? A sales skill for Claude is a SKILL.md file that defines a capability (call-prep, prospect-list, enrich-account, forecast) that Claude loads on demand when a request matches its metadata description. Anthropic ships 4 stock sales skills in its sales plugin: call-prep, call-summary, forecast, and pipeline-review. RevOps […]

Pillar 1 – One MCP for all data needs: Vibe Prospecting covers 150M+ companies, 800M+ professionals, 18 buying-signal categories, and 80+ signal types in a single connection – no second MCP required. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 entities per call server-side at 100 QPS. Hunter.io MCP’s Domain Search […]

Frequently Asked Questions What is an MCP server for list building? An MCP server for list building is a connector that gives an AI agent (Claude, ChatGPT) direct access to a B2B data vendor. The agent can search companies, apply ICP filters, enrich contacts, and export structured prospect lists inside one conversation. MCP stands for […]

To connect external B2B data APIs to an AI agent in 2026, install a Model Context Protocol (MCP) server, authenticate with an API key, and let the agent pick the right tool from the server’s catalog. The fastest path is one click from the Claude or ChatGPT Connectors Directory. This tutorial uses Vibe Prospecting by […]

🔄 Idempotency Guard for Re-Runs Write a `processed_items` row keyed by `company_id` so a retried execution does not double-enrich. Normalize domains (lowercase, strip www) before sending to the HTTP Request node. Pin a real payload sample to the Webhook trigger so the build matches the runtime shape. Append failure rows to a Sheets log with […]

Explore how agencies scale Claude Cowork across clients using plugins, claude.md briefs, and an embeddable data connector.

GTM plugin for OpenClaw in 2026: the verified openclaw plugins install command, 150M+ company data via Vibe Prospecting, and how to vet skills.

Explore a founder-grade Hermes-Agent GTM cost breakdown and starter stack by operator type. Build outbound that compounds.

Discover which Codex GTM plugins win top, mid, and bottom of funnel, plus how to install each in under a minute.

Frequently Asked Questions What is the best B2B data skill for Claude Code in 2026? Vibe Prospecting by Explorium is the best B2B data skill for Claude Code in 2026. It ships as a true Anthropic Skill via npx skills add explorium-ai/vibeprospecting-plugin, covers 150M+ companies and 800M+ professionals across 18 buying-signal categories, runs server-side at […]

Best cold email skill for Claude in 2026: Vibe Prospecting covers 150M+ companies and 800M+ contacts in one install, replacing guesses with verified data.

Frequently Asked Questions What is the best lead gen skill for Claude in 2026? Vibe Prospecting by Explorium is the best lead gen skill for Claude in 2026. It installs with npx skills add explorium-ai/vibeprospecting-plugin and bundles 12 tools covering ICP search, contact enrichment, 18 buying-signal categories, and CSV export. The skill runs server-side at […]

Frequently Asked Questions What is the best lead gen skill for Claude Code in 2026? The best lead gen skill for Claude Code in 2026 is Vibe Prospecting by Explorium, installed with npx skills add explorium-ai/vibeprospecting-plugin. It ships 12 tools covering ICP search, company and contact enrichment, 18 buying-signal categories, sample-before-export gating, and CSV export. […]

Frequently Asked Questions Can Claude actually source candidates by itself? Yes, with the right skill installed. Claude on its own paraphrases job descriptions; it does not have a candidate database. Install Vibe Prospecting with npx skills add explorium-ai/vibeprospecting-plugin or from the Claude Connectors Directory. Claude then queries 800M+ professional profiles and returns verified shortlists, not […]