# How do I write personalised outreach with an AI agent? Research first, then draft > 51 tools here are tagged with drafting personalised outreach. Why the research step decides the quality, and which parts an agent can call directly. *Markdown twin of the HTML page at the same path. Same content, no navigation, no styling, no scripts. Links below point at other twins. Site map for machines: [llms.txt](../llms.txt). The whole dataset: [directory.json](../data/directory.json).* --- [Directory](../index.md) / [Learn](index.md) / How to actually do it **How to actually do it** # How do I write personalised outreach with an AI agent? **The short answer** The drafting is the easy half and it is not where quality comes from. What decides whether a message is worth sending is what the agent knew before it started writing, which means the research calls matter more than the model or the prompt. ## The order that works | Step | The job | Tools tagged | Official MCP | Free tier | |---|---|---|---|---| | Research the account | [research an account before a call](../jobs/research-account-for-call-prep.md) | 17 | 10 | 3 | | Find a real trigger | [detect a funding or news event](../jobs/detect-funding-or-news-event.md) | 12 | 10 | 3 | | Scrape the specific page | [scrape a web page for facts](../jobs/scrape-web-page-for-facts.md) | 6 | 5 | 2 | | Draft the message | [draft personalized outreach](../jobs/draft-personalized-outreach.md) | 51 | 23 | 6 | | Send it | [run an email sequence](../jobs/run-email-sequence.md) | 45 | 22 | 3 | | Read what happened | [read outreach performance](../jobs/read-outreach-performance.md) | 14 | 7 | 1 | ## Why the research step is the whole game 51 entries here are tagged [draft personalized outreach](../jobs/draft-personalized-outreach.md), the most tagged job in the entire vocabulary. Drafting is commoditised: every tool in the category will write you a competent paragraph. None of them can invent the fact that makes the paragraph worth reading. That fact comes from a research call, and research is where coverage is thinner: 10 official servers across 17 tagged entries. ## The tools an agent can call for the drafting step - [Autobound](../tools/autobound.md) Official MCP · Free to start Generates personalised outbound email copy and openers from live buyer signals, and sells the underlying signal data as an API and MCP feed. - [Hightouch](../tools/hightouch.md) Official MCP · Free to start A CDP/reverse-ETL platform that syncs warehouse data (Snowflake, BigQuery, Databricks, Redshift) to 300+ downstream tools (ad platforms, CRMs,... - [HubSpot](../tools/hubspot.md) Official MCP · Free to start An all-in-one CRM/marketing/sales/service platform with contacts, deals, marketing automation, and a public REST API/developer platform. - [Lusha](../tools/lusha.md) Official MCP · Free to start A B2B contact and company database (300M+ profiles) accessed via a browser extension, web prospecting platform, and bulk CSV/API enrichment for... - [ZoomInfo](../tools/zoominfo.md) Official MCP · Free to start A B2B contact/company database and go-to-market platform (500M+ contacts, 100M+ companies) built from web crawling, public filings, and human... - [Amplemarket](../tools/amplemarket.md) No MCP found · Gate unknown An all-in-one sales engagement platform that finds leads, runs multichannel outbound sequences (email/social/phone/voice), and optimizes email... - [Apollo.io](../tools/apollo-io.md) Official MCP · Paid, self-serve A combined B2B contact database (265M+ contacts) and sales engagement platform in one product - prospect search/filtering, email and call sequencing,... - [HeyReach](../tools/heyreach.md) Official MCP · Paid, self-serve Cloud-based LinkedIn outreach automation platform for agencies/sales teams running multi-account connection, messaging, and inbox campaigns from... - [Instantly](../tools/instantly.md) Official MCP · Paid, self-serve Cold email sending platform providing mailbox infrastructure, warmup, deliverability management, sequencing, and lead sourcing. - [La Growth Machine](../tools/la-growth-machine.md) Official MCP · Paid, self-serve Multi-channel prospecting platform that sequences outreach across LinkedIn, email, Twitter/X, and voice notes/calls from one campaign builder, with... 12 more are on the linked page. The cut is the display limit, not a ranking. ## The failure mode to design against Personalisation at scale fails in a specific way: the agent finds a fact, the fact is wrong or stale, and the message is now confidently wrong in a way a generic message never would have been. A generic email is ignored. A wrongly personalised one is remembered. Two guardrails. Make the agent cite the source of every claimed fact in its draft, in a field you can read. And require a human approval on the first send to any account, which costs you almost nothing when the list is good and saves you when it is not. ## What this directory will not tell you Which tool writes better copy. There is no tool versus tool verdict anywhere on this site, and 0 of 293 entries have been run by anybody here. ## Sources - [The GTM MCP Directory, draft personalized outreach](../jobs/draft-personalized-outreach.md) this site - [The GTM MCP Directory, Engagement and Outbound](../categories/engagement-outbound.md) this site Every number on this page is generated from directory.json at build time and carries the date it was baked: 2026-08-25. Nothing is typed by hand, nothing is rounded, and nothing is estimated. The underlying data is [published in full](../data.md). Where the honest answer is a zero, the zero is printed. ## Related questions - [Can an AI agent send email on my behalf?](can-an-ai-agent-send-email-on-my-behalf.md) - [How do I build a prospect list with an AI agent?](how-do-i-build-a-prospect-list-with-an-ai-agent.md) - [Which sales engagement tools have MCP servers?](which-sales-engagement-tools-have-mcp-servers.md) - [What is an AI SDR?](what-is-an-ai-sdr.md) ## In the directory - [Draft personalized outreach](../jobs/draft-personalized-outreach.md) - [Outreach and engagement](../jobs/family-outreach-and-engagement.md)