Workspace first

How Leapable works

Install once, add your documents, ask from Claude, Cursor, VS Code, or another MCP client, then click the citation to open the exact page. Share Mode is optional: publish a sanitized copy for subscribers after your workspace is already built.

20

File types for private workspaces

182

MCP tools available to your AI client

Exact page

Citations stay attached to answers

Two paths

Workspace is the default. Share is optional.

Both paths use the same OCR, search, reranking, and provenance machinery. The difference is who can see the result.

Primary path

Workspace (you + your docs)

Use Leapable as a private, local-first workspace for legal files, research papers, team docs, notes, and spreadsheets. Answers stay tied to the page and excerpt that support them.

  1. 1

    Install Leapable

    The native installer starts the MCP sidecar and connects your AI client.

  2. 2

    Add your documents (any format)

    Drop PDFs, Office files, images, text files, spreadsheets, and notes into the workspace.

  3. 3

    Ask via Claude / Cursor / etc.

    Your AI client reaches Leapable through 191 MCP tools and keeps evidence close to the answer.

  4. 4

    Click citation -> exact page

    Open source detail with file, page, excerpt, and provenance chain in context.

This is the moat: private workspace answers with original-source provenance.

Secondary path

Share (you share to subscribers)

Share Mode starts only after your workspace exists. CPS strips private details before subscribers can ask against the sealed copy.

  1. 1

    Build a workspace in workspace mode

    Start with the same private workflow as every other user.

  2. 2

    Click Publish / Share

    CPS sanitizes filenames, paths, and raw-file links before anything leaves your machine.

  3. 3

    Set price + earn from asks

    Subscribers can use the sealed Share Mode item from the Library.

  4. 4

    Stripe payouts monthly

    Creator earnings remain a secondary path, not the default product frame.

Secondary revenue: a sealed Library item, not the source files.

The operating model is workspace first: every Share Mode item begins as a private workspace, then becomes a sanitized, PII-stripped copy only when the owner chooses to publish it.

Under the hood

The technology behind both paths

The same local-first pipeline supports private workspace use and optional Share Mode publishing.

Marker-PDF OCR

PDF extraction handles scanned documents, complex layouts, tables, and multi-column text with high fidelity.

Multilingual Semantic Index

A 768-dimensional GTE multilingual index captures meaning. Model audit metadata records the configured model so results remain auditable across workspaces.

Cross-Encoder Reranking

After initial retrieval, a cross-encoder model re-scores results for precision. The most relevant excerpts surface first.

SQLite-vec

Vector search runs directly inside SQLite. Your workspace remains a single portable file.

Provenance Chains

Every transformation is tracked: original file, OCR output, excerpts, semantic index, and answer evidence.

Atomic Source Parsing

Documents are split into meaning-preserving excerpts that respect paragraph boundaries, headers, and logical structure.

Connect once

Connect Leapable to your AI once

The native installer starts the bundled MCP sidecar and auto-configures your AI client. After that, your AI can use private workspaces and any Share Mode Library item by name.

Once connected, ask like this:

"Search the litigation workspace for indemnification clauses."

"Use my meeting-notes workspace - find every mention of Q3 roadmap."

Leapable's leapable_db_select tool recognizes private workspaces and Share Mode Library items by their unique names, so sharing stays unambiguous.

Step 1

Download

One-click installer for Windows, macOS, Linux

Step 2

Install

Installer starts the bundled native sidecar on port 4100

Step 3

Auto-configure

Detects your AI clients and writes MCP config automatically

Step 4

Use it

Your AI client instantly has access to all 191 MCP tools

Download Installer
Try It Free

50 free asks per month. No credit card required.