PRODUCT MindPortalix · Domain-aligned engineering

Where domain expertise
meets every commit.

MindPortalix listens to what your developers ship — every commit, branch and merge — and runs it past the people who actually own the domain. AI agents check each change against your team's documented best practices, workflows, references and MCP-connected tools, then return aligned, contextual feedback right inside VS Code.

Surface
VS Code · Cursor
Triggered on
Commit · Branch · Merge
Knowledge sources
Files · MCP · Workflows
Avg feedback time
~ 4.2 sec
Status
● Live · v1.4
Tier
Beta open
mindportalix · demo · 90s walkthrough
1080p · stereo LIVE PRODUCT
▸ press to start
How MindPortalix turns expert knowledge into agent feedback
YOUTUBE · 1:32

Domain experts know why.
Developers know how.
The handoff is where things break.

Your domain experts hold years of context — vocabulary, edge cases, regulatory nuance, the unwritten "we don't do it that way" rules. Your developers hold the technical chops to translate that into systems.

Between them sits a long, lossy chain of tickets, calls, and tribal knowledge. Decisions slip. Best practices age. Reviews catch the mistakes you happened to think of.

MindPortalix is the always-on portal between the two — so the next commit is read, in real time, against the expertise that should be guiding it.

Domain expert

Owns the why

  • Workflows and runbooks
  • Reference documents
  • Connected tools (MCP)
  • Edge cases & regulations
  • "How we actually work"
Developer

Owns the how

  • Codebase & architecture
  • Tests, CI, releases
  • Implementation choices
  • Refactors & merges
  • Speed of delivery
◂ MindPortalix · the live portal between them ▸

Five steps. Four seconds.

MindPortalix sits inside the editor your team already uses. It picks up every change, runs it through a fleet of domain-aware agents, and replies before the developer's coffee gets cold.

01 / DETECT

Commit detected

VS Code extension watches for commits, branch creates, and merges.

02 / TRANSMIT

Sent to portal

Diff, branch and metadata stream to MindPortalix securely.

03 / EVALUATE

Agents reason

Domain agents check the change against workflows, MCP tools, and references.

04 / SYNTHESIZE

Feedback drafted

A reviewer agent synthesizes, ranks, and links to source material.

05 / DELIVER

Inline in editor

Developer sees aligned, contextual feedback in VS Code — within seconds.

From a routine commit
to a precise, sourced reply.

Pick a scenario. Watch what arrives in the editor.

Developer · VS Code

commit · feat: relax retry limits

Sarah opens a PR on the payments service. The diff looks small.

feat/relax-retry-limits · payments-service/retry.ts +3 −1

        
MindPortalix · agent thread

3 signals from your domain knowledge

Generated from payments-runbook.md, MCP stripe-policies, and workflow refund-handling.

Everything you need to make
every change a domain-aware change.

Designed for teams who are tired of rediscovering the same lessons.

Native VS Code & Cursor extension

Inline diagnostics, hover cards, side-panel threads, codelens actions — all native.

Workflow capture, not prompt-tuning

Domain experts upload runbooks, decisions, files. No prompt engineering required.

MCP tool integration

Plug in any MCP server — internal docs, ticketing, observability, custom APIs.

Triggers on every signal

Commits, branches, merges, draft PRs. You decide which events deserve a check.

Sourced, citable feedback

Every signal links back to the workflow, file, or MCP tool that informed it.

Self-hosted available

Cloud, single-tenant, or on-prem. Your domain knowledge stays where you want it.

Works with the tools you already use

Lightweight integrations across the developer and expert sides.

VS Code
Cursor
GitHub
GitLab
Linear
Notion
Confluence
Slack
Any MCP server

Start small. Scale as
your domain knowledge grows.

All plans include the VS Code extension, agent runtime, and MCP support.

Solo
For independent experts and small teams.
$0 /month
Up to 1 expert · 3 developers
  • VS Code & Cursor extension
  • 1 workflow · 25 source files
  • Commit + branch triggers
  • Hosted by SERVMIND
Start free
Enterprise
For regulated, scaled, or self-hosted teams.
Custom
Volume · self-hosted · bespoke
  • Everything in Team
  • Single-tenant or on-prem
  • Dedicated agent training
  • Domain consulting hours
  • SLA & security review
Talk to us

Common questions.

Does MindPortalix read my source code?+

Only the diff and metadata of the change you commit. Full repo access is opt-in, scoped per repository, and never used for training.

How do domain experts onboard their knowledge?+

Through a simple workspace UI: drag in files, write workflows in plain language, connect MCP servers. No prompt engineering, no embeddings to manage.

Which models do the agents use?+

A mix — frontier models for synthesis, smaller fast models for triage. You can pin model providers per workspace, including Bedrock, Azure OpenAI, or self-hosted.

Can it block bad merges?+

Yes — optional. You can configure severity thresholds that fail CI, request human review, or just post advisory comments. Defaults are advisory only.

What's the latency on feedback?+

Typical end-to-end is under 5 seconds for commits, 15s for full merges. Heavy MCP tool calls extend that proportionally.

Put your domain experts
inside every commit.

Spin up a workspace, drop in your first workflow, and install the extension. You'll see your first agent reply on the next commit.