Product/How it works

Context goes in once,and only the right agents get it back.

Your team keeps working where it already works. MeshTale checks what comes in, files it to the right client, waits for a person when it should, and answers only the agents allowed to ask.

Start freeTalk to us

Free tier, no card required.

Follow one message Live
Example data
Slack#northwind-billing
Dana

Agreed pricing floor for the renewal is $4,200 a month from the March invoice. Questions, call me on 555-0142.

Picked up from a connected channel
Sensitive-data check
Phone numberchecking
Email addressnone
ID numbernone
…call me on [phone]
Northwind policy: mask phone numbers
Filed to a workspace
NNorthwind / Client comms
Renewal pricing floor by Dana·Slack threadHuman
audience: account team sensitivity: confidential
Review queue
Pricing floorWaiting for a person
New

No agent can recall it until someone approves it.

Claude CodeNNorthwind
$4,200 a month, from the March invoice.1 1 #northwind-billing · approved by Priya
Recall logged 14:06
CursorKKestrel
Refused. Northwind is outside the Kestrel workspace this agent is bound to.
Attempt logged 14:07
One message, followed end to end.Illustrative product animation

Four steps from scattered contextto answers you can trust.

Each step has its own page if you want the detail. Here is the short version.

Slack Gmail Google Drive Notion Zoom GitHub HubSpot Jira Microsoft Teams Confluence G Obsidian

26 sources supported, plus webhooks, uploads and the API

Step 1

Connect where the work happens

Link the tools your team already uses, and the coding agents too. Each connection feeds the workspace you choose, so nobody has to change how they work.

Connectors
Your organization
NNorthwindClient comms
Renewal pricing floorHuman
Billing export fix notesAI
AArdent CoCommercials
KKestrelProject plan
Step 2

Organize by client

Everything lands in a workspace, usually one per client, then in collections inside it. People and AI tools both write memories, and every one shows who wrote it.

Memory and workspaces
Phone number maskedMasked
Audience: account teamSet
Sensitivity: confidentialSet
Approved by PriyaApproved
Step 3

Govern before anyone recalls it

Personal data is masked on the way in. Audience and sensitivity decide who may see each memory, and a review queue can hold new ones for a person first.

Governance and reviewSensitive-data protection
What floor did we agree with Northwind?
$4,200 a month, from the March invoice.11 #northwind-billing
14:06Claude Code · Northwind · 1 memory cited
Step 4

Recall with citations

Agents and people ask in plain words. Exact and meaning search are merged, every answer cites its memories, and every recall is logged.

Search and recallAudit log

One memory, start to finish,with nobody chasing it.

A kickoff call for one client, followed from the moment it is recorded to the moment an agent uses it.

Example data
  1. ZoomDanaMarcoNorthwind
    10:02

    Call captured

    Dana and Marco's kickoff, saved to the Northwind workspace

  2. 3 details masked
    10:03

    Personal details masked

    Two phone numbers and an email, hidden before anything is stored

  3. PriyaApproved
    10:20

    Approved for recall

    Priya checked it in the review queue

  4. Claude CodeNorthwind onlycited
    14:41

    Recalled with its source

    Claude Code gets the right context for Northwind. An agent working for Kestrel gets nothing.

The question nobody had to ask“Which client was that call about again?”

Two ways to ask,the same governed answers.

Use the AI tool you already work in, or ask MeshTale directly. Either way the same workspace rules apply, and the same log records it.

Your own AI tool, via MCP
Example data
Claude Code Cursor Codex Gemini Windsurf Grok Muse Devin Any AI tool
$ claude mcp add meshtale
Connected to MeshTale · bound to Northwind

Two tools to connect. Each connection is bound to one workspace, so an agent working for one client cannot reach another.

MeshTale chat
Example data

What did we agree with Northwind on the renewal?

The floor is $4,200 a month from the March invoice.1 The billing export now splits the renewal line, so the invoice will show it separately.2

1 by Dana · Slack thread 2 by Codex · session

For people who want an answer without opening an AI tool. Same permissions, same citations, same log.

Questions

No. People keep using Slack, Drive, their meeting notes and their coding agents. MeshTale reads from the sources you connect and files what it finds.

When you connect a source, you choose the workspace it feeds, such as one Slack channel or Drive folder per client. Everything from that source is filed there.

Anything that speaks MCP, including Claude Code, Cursor, Codex, Gemini, Grok, Windsurf and Zed. There is also a REST API with workspace-scoped keys, and a built-in chat for people.

Each agent connection is bound to a workspace. A question about another client is refused, and the attempt is written to the audit log with the agent, the workspace and the time.

Only where you want it. Turn on review for sensitive sources and new memories wait for a person. Everything else is recallable as soon as it is filed.

Connect one source,follow your own first message.

Set up a workspace for one client and watch the next message land in the right place.

Start freeTalk to us
Free tier, no card required.