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leapable-mcp

v2.2.224

Published

Leapable — Context engineering MCP server. Query expert knowledge corpora, manage your data, and search with full provenance. One-line install: npx leapable-mcp

Vulnerabilities

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Links

Git

Maintainers

cabdrucabdru

Keywords

mcpocrprovenancesemantic-searchdocument-clusteringsqlitevector-searchclaudemodel-context-protocol

Readme

Leapable MCP

Leapable is a local-first MCP knowledge-vault system. It lets AI clients add Sources to Private Vaults, Ask source-grounded questions, preserve citations/provenance, and reach public creator Vaults through Discover.

Install

For end users, use the public installer:

  • Website: https://leapable.ai/
  • Install: https://leapable.ai/install/
  • Help: https://leapable.ai/help/
  • Discover: https://leapable.ai/marketplace/

Runtime model:

  • Windows and Linux use Docker.
  • macOS uses the native bare-metal runtime supervised by launchd.
  • The npm package is [email protected] and exposes leapable-mcp and leapable-mcp-http.

Developer/agent local start after installing dependencies:

npm install
npm run build
npx leapable-mcp

AI-Facing Vocabulary

Use product labels in user-facing and agent-facing prose:

  • Private Vault or Vault for a local askable knowledge container.
  • Sources for user files and documents inside a Vault.
  • Ask and answer for subscriber-facing search/query behavior.
  • Discover for public creator Vaults.
  • Account for billing, plans, credits, and account controls.
  • Workbench for creator and power-user build surfaces.

Keep internal identifiers unchanged when naming code contracts: database_name, /api/databases/*, /v1/marketplace/*, leapable_db_*, chunk_id, and SQL tables such as creator_databases or queries.

Primary AI-facing source files:

  • packages/dashboard/public/llms.txt
  • docs2/systemdescription/00_ai_agent_vocabulary.md
  • docs2/systemdescription/system_description_combined.md
  • docs/steveupdateplan/02_terminology_and_naming.md

Verification

Run the generated-doc and vocabulary checks before release:

npm run build:fast
node scripts/generate-systemdescription.ts
node docs2/systemdescription/combine_system_description.mjs
npm run audit:public-vocabulary
npm run audit:ai-facing-vocabulary