Bee — The Progressive Intelligence Engine

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/cuilabs-bee

About

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Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools

10 read · 2 write · 0 delete · 4 not yet classified

Secrets

1 (API keys, tokens or passwords)

Install scripts

None found

Runs as

Python package

Tools (16)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• bee_chat

  Use for general or specialist questions that do not require a more specific Bee tool. Returns generated text from the selected domain and model tier. The gateway enforces the API key's plan, tenant policy, token allowance, and usage metering.

• bee_code

  Use for code explanation, bug fixing, refactoring, or test generation. Returns text and proposed code; it does not read files, execute commands, or modify a repository. Choose the intended operation with action.

• bee_computer_use_validate_host

  Use to validate a real Bee computer-use host capability report and optional governed action request at the hosted gateway. This tool does not observe a screen, control input, automate a device, or create a local driver; execution must happen in a verified host runtime with explicit capability evidence.

• bee_documents_add

  Use only when the user intends to persist supplied text in the authenticated tenant's hosted Bee knowledge base. Creates a searchable document and consumes the plan's document allowance; it does not read local files by itself.

• bee_documents_search

  Use to retrieve relevant excerpts from the authenticated tenant's hosted Bee document library. Returns ranked chunks and source labels without changing the library; requires a RAG-entitled plan.

• bee_memory_add

  Use only when the user intends Bee to persist a fact for future conversations. Writes to the authenticated user's memory, honors opt-in and tenant policy, and automatically suppresses near-duplicates.

• bee_memory_search

  Use to recall facts, preferences, projects, or skills from the authenticated user's Bee memory. Returns ranked memories without changing them and honors the user's memory setting and tenant policy.

• bee_quantum_reasoning_get

  Use to inspect one tenant-scoped Lab job. Returns status, candidates, scores, result, QPU or fallback evidence, usage, and receipt ID without changing the job.

• bee_quantum_reasoning_jobs

  Use to list the authenticated tenant's retained Quantum Reasoning Lab jobs and capabilities. Returns paginated metadata without creating or changing jobs.

• bee_quantum_reasoning_remove

  Use only after explicit user intent to cancel an eligible queued job or permanently erase content from a terminal job. This is a destructive, tenant-scoped operation.

• bee_quantum_reasoning_run

  Use only after the user chooses an eligible hosted quantum product. Creates a durable, tenant-encrypted, metered Quantum Reasoning Lab job that may incur simulator or QPU cost. Returns a job record; inspect it with bee_quantum_reasoning_get.

• bee_research

  Use to draft a NISQ-honest quantum-circuit design or critique an ML/CS paper. Returns research text or sample framework code; it does not submit QPU work. Use bee_quantum_reasoning_run for a durable hosted Lab job.

• bee_security

  Use for defensive code audits, threat models, authorized penetration-test support, or smart-contract review. Returns analysis and remediation guidance only; it does not scan a target or execute exploits and refuses unauthorized weaponization.

• bee_smith_assurance

  Commission Smith for an evidence-first critical-systems assurance review of a customer-owned or explicitly authorized target. A Bee-operated run is internal automated assurance, not government certification or an external-independent audit.

• bee_usage

  Use to inspect the authenticated caller's Bee plan and metered consumption. Returns pooled tokens, per-tier allowances, reset times, and a 24-hour or 7-day breakdown. It never changes billing, credits, or entitlements.

Signals

Stars

2

Forks

0

Open issues

0

Weekly downloads

479

Last commit

Oct 2, 2026 (27 days ago)

Last release

Oct 2, 2026 (27 days ago)

Last package publish

Oct 2, 2026 (27 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name

io.github.cuilabs/bee

Version

0.6.0

Auth

API key

Packages

pypi bee-sdk

License

Apache-2.0

Repository

github.com/cuilabs/bee-community

Website

bee.cuilabs.io

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql