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Realm

Close deals, not documents.

AI Sales Ops
For AI agents
MCPAPINative readiness
About

What is Realm

Realm connects to your internal tools — HubSpot, Salesforce, Google Drive, Confluence, Slack, and others — and uses that context to generate RFPs, RFIs, security questionnaires, and tailored proposals without manual assembly. It's built for RevOps teams, Account Executives, and GTM leads at mid-market and enterprise companies where sales cycles involve heavy documentation and cross-functional knowledge. The standout capability is building custom AI agents without code, letting teams automate repeatable deal work — like CRM data entry, lead qualification, and contract review — without engineering involvement. Where it falls short is depth of analytics reporting; teams needing a dedicated BI layer or granular pipeline forecasting will still need a separate tool for that.

AI Sales OpsDeals
Capabilities

Key features

AI sales assistant

agent that handles inbox, research, and scheduling

Native CRM + team chat integration

first-party connectors, no middleware required

AI capabilities

autonomous multi-step actions

Our verdict

Vanderbuild take

For RevOps teams and AEs at mid-market and enterprise companies drowning in RFP cycles and security questionnaire queues, Realm is one of the more credible purpose-built options in the Sales Assistant and Proposals space — it's not a generic chat wrapper, it's wired to your actual knowledge stack. The native agentic readiness is the real differentiator here: Realm ships an MCP server, which means it can function as an orchestration layer inside a broader AI agent architecture, not just a standalone UI tool. Budget tier 3 means you should plan for an experienced operator to configure connectors and tune agents — out-of-the-box setup will leave meaningful capability on the table, and at €600/month to start (seat-based, scaling at €20/user), costs add up as the team grows. The honest limitation is that Realm's value is tightly coupled to how well your internal knowledge sources are organized — if your Confluence, Drive, and CRM are a mess, the output quality will reflect that.

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.

Realm exposes an MCP HTTP endpoint that allows MCP-compatible AI tools to search the Realm knowledge base and interact with Realm agents (e.g., pull documents as context and trigger agent actions). Authentication is handled via OAuth in a browser flow (no API key required).

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
AI agent · Closer

Where this tool slots into an agentic pipeline.

Plays the role of AI agent + Closer in an agentic pipeline. Use it to act autonomously on inbox, scheduling, or research work; deliver buyer-facing rooms, proposals, and e-signatures.

Compare

Realm alternatives

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

Realm(this tool)
Pricing
Seat-based
Budget
$$$
Best for
RevOps, Account Executive
Readiness
Native
MCP
Yes
API
REST
Consensus
Pricing
Seat-based
Budget
$$$
Best for
SDR / BDR, Account Executive
Readiness
Native
MCP
Yes
API
REST
Octave
Pricing
Freemium
Budget
$$$
Best for
GTM Engineer, RevOps
Readiness
Native
MCP
Yes
API
REST
Answers

Frequently asked questions

Does Realm have an MCP server?

Yes — Realm exposes a Model Context Protocol server. Realm exposes an MCP HTTP endpoint that allows MCP-compatible AI tools to search the Realm knowledge base and interact with Realm agents (e.g., pull documents as context and trigger agent actions). Authentication is handled via OAuth in a browser flow (no API key required). See the MCP docs at https://app.withrealm.com/api/mcp.

Does Realm have a public API?

Yes — Realm ships a REST API. Docs: https://docs.withrealm.com/.

How much does Realm cost?

Realm: pricing is seat-based, expect higher tier ($$$) spend. Full pricing page: https://www.withrealm.com/pricing.

Who is Realm best for?

Realm is built for RevOps, Account Executive, GTM Lead. Fits Mid-market (50-500), Enterprise-sized teams.

How well does Realm 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.