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graph8

One platform, no stack duct tape

Outreach
For AI agents
MCPAPINative readiness
About

What is graph8

graph8 unifies what most sales teams stitch together across four or five tools — a data provider, sequencer, dialer, AI writer, and CRM sync — into a single workspace. It runs automated multi-channel sequences across email, phone, LinkedIn, SMS, and WhatsApp, and can clone a rep's voice for outbound calls. The platform is built for mid-market and enterprise GTM teams, particularly SDRs, BDRs, and RevOps operators who need to scale outbound without adding headcount. The standout capability is AI-driven visitor identification and intent signal surfacing, which lets teams act on anonymous site traffic before a lead ever fills out a form. That said, graph8 is a broad platform, and teams with highly specialized point-tool workflows may find the depth in any single channel shallower than a dedicated best-of-breed alternative.

Outreach
Capabilities

Key features

Multichannel outreach

email, LinkedIn, and phone in one cadence

Native CRM integration

first-party connectors, no middleware required

AI capabilities

autonomous multi-step actions, AI-drafted personalised copy

Workflow

multi-step sequences, email + LinkedIn + phone

Data

verified emails, intent signals, visitor identification, firmographic + tech-stack data

Also ships

official SDK

Our verdict

Vanderbuild take

graph8 is the closest thing we've seen to a true all-in-one outbound stack for SDR and BDR teams at mid-market and enterprise scale — it covers multichannel sequencing, phone dialing, email sending, and B2B data in one workspace without per-seat fees. If you're serious about agentic outbound, this is non-negotiable: the native MCP server makes graph8 a legitimate orchestration layer for AI agents, not just a UI tool you have to scrape around. At $499/month flat for unlimited users, budget for an experienced operator — vanilla setup leaves value on the table given how many levers exist across voice, data, and sequencing. The honest limitation is breadth: teams that need deep, specialized functionality in a single channel — say, a dedicated deliverability-focused email platform — will find graph8's per-channel depth trades off against its consolidation value.

Mateusz Sekta
Founder, vanderbuild
Learn more

Our Resources

The wedge

Agentic stack profile

MCP server
Yes

Live MCP server — agents can call this tool directly.

graph8 documents a live MCP Server that connects AI agents in IDEs, supporting tools like Claude, Cursor, and ChatGPT, with OAuth authentication.

Open MCP →
API
REST

Programmatic access available.

REST API — straightforward to call from any agent or workflow tool. Rate limits and auth vary by plan.

API docs →
Agentic readiness
Native

Built for agents from the ground up.

MCP server + agent-friendly API + at least one autonomous workflow out of the box. The bar for 'Native' is high — only a handful of tools currently qualify.

Stack role
Sequencer

Where this tool slots into an agentic pipeline.

Plays the role of Sequencer in an agentic pipeline. Use it to send and track multi-step outbound cadences across channels.

Compare

graph8 alternatives

Tools that solve a similar problem — compared at a glance.

graph8(this tool)
Pricing
Workspace-based
Budget
$$$
Best for
SDR / BDR, RevOps
Readiness
Native
MCP
Yes
API
REST
lemlist
Pricing
Seat-based
Budget
$$
Best for
SDR / BDR, Agency
Readiness
Native
MCP
Yes
API
REST
Reply
Pricing
Seat-based
Budget
$$
Best for
SDR / BDR, Founder
Readiness
Native
MCP
Yes
API
REST
Answers

Frequently asked questions

Does graph8 have an MCP server?

Yes — graph8 exposes a Model Context Protocol server. graph8 documents a live MCP Server that connects AI agents in IDEs, supporting tools like Claude, Cursor, and ChatGPT, with OAuth authentication. See the MCP docs at https://be.graph8.com/mcp/.

Does graph8 have a public API?

Yes — graph8 ships a REST API. Docs: https://graph8.com/developers.

How much does graph8 cost?

graph8: pricing is workspace-based, expect higher tier ($$$) spend. Full pricing page: https://graph8.com/pricing.

Who is graph8 best for?

graph8 is built for SDR / BDR, RevOps, GTM Lead. Fits Mid-market (50-500), Enterprise-sized teams.

How well does graph8 fit an agentic sales stack?

Tier: Native. Has both an MCP server and an agent-friendly API — drops into an agentic stack with minimal glue code.