mcpField
B

Bee — The Progressive Intelligence Engine

Local
bee.cuilabs.ioAI & Agents2Updated today

About Bee — The Progressive Intelligence Engine

Bee is a governed multimodal intelligence platform with public TypeScript and Python SDKs, API contracts, examples, and a hosted service. It is for developers and enterprise evaluators integrating Bee or reviewing its published architecture, security evidence, and package provenance.

Key features

  1. 01TypeScript and Python SDKs
  2. 02OpenAI-compatible API contracts
  3. 03MCP server package
  4. 04Runnable integration examples
  5. 05Public artifact integrity materials

Use cases

  1. 01Integrate Bee through an SDK
  2. 02Connect an MCP-compatible host to Bee
  3. 03Review package provenance and public controls

MCP support

The public distribution includes the `bee-mcp` MCP server package, installable with `uvx --from bee-sdk@latest bee-mcp`. The README identifies the free Cell tier as compatible with MCP.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

mcp.json · Universal config
{
"mcpServers": {
"cuilabs-bee": {
"command": "uvx",
"args": [
"bee-sdk"
],
"env": {
"BEE_API_KEY": "<BEE_API_KEY>",
"BEE_MODEL": "<BEE_MODEL>",
"BEE_API_URL": "<BEE_API_URL>"
}
}
}
}
Run commanduvx bee-sdk
Environment variables to set
BEE_API_KEYSecretBee API key (bee_sk_…). Create one at https://bee.cuilabs.io/app/account/api-keys — the free Cell tier works.
BEE_MODELDefault model tier (bee-cell … bee-swarm). Tier access follows the API key's plan. Default: bee-cell (free).
BEE_API_URLOverride the gateway base URL (default https://bee.cuilabs.io/bee). Set only for a self-hosted Bee Enclave or staging.

Local servers need a runtime on your machine (e.g. Node.js 18+). Config file locations differ by client; see your client’s docs.

Packages
pypibee-sdk0.6.0

Tools

8

Saved tool list · updated 2w ago

ParameterTypeRequiredDescription
modelenumNoOptional Bee model tier. Limited to your plan. Default: bee-cell.bee-cell | bee-brood | bee-comb | bee-buzz | bee-hive | bee-swarm
domainenumNoOptional domain specialist (defaults to general).general | programming | ai | cybersecurity | quantum | fintech | blockchain | infrastructure | research | business
messagestringYesThe question or request
max_tokensintegerNoMax response tokens
temperaturenumberNoSampling temperature (optional)

Details

From the project README

Bee: Quantum Intelligence

Bee: Quantum Intelligence™

npm PyPI MCP Registry License

Website | Documentation | Packages | Machine-readable package index | System status

The public developer distribution for Bee, HEOSSI's governed multimodal intelligence platform. This repository contains the actual source of Bee's Apache-2.0 SDKs, MCP integration, API contracts, runnable examples, and public trust-verification material.

This repository is generated from reviewed, public-safe paths in the Bee monorepo. MANIFEST.json records the exact source commit and content digest for every export; SHA256SUMS and the SPDX SBOM support independent artifact inspection.

Developer surface

The canonical package catalog records each public developer distribution, exact version, registry, role, license boundary, and install command. Its machine-readable companion is PACKAGE-INDEX.json. These distributions do not expose the private Bee service monorepo.

SurfaceInstall or entry pointSource / contract
TypeScript SDKnpm install @heossihq/beesdks/typescript
Python SDKpip install bee-sdksdks/python
MCP serveruvx --from bee-sdk@latest bee-mcpmcp · server.json
OpenAI-compatible APIhttps://api.bee.heossi.com/beeopenapi.json · postman.json
Bee: Quantum Intelligence - CodeHeossi.beecodeMicrosoft Marketplace · Open VSX
Bee Code CLInpm install -g @heossihq/beecodeDownload guide
PQ assuranceSigned public coverage registertrust/pq-register

Quickstart

import { BeeClient } from "@heossihq/bee";

const bee = new BeeClient({ apiKey: process.env.BEE_API_KEY! });
const result = await bee.chat.completions.create({
  model: "bee-cell",
  messages: [{ role: "user", content: "Explain hybrid post-quantum TLS." }],
});

console.log(result.choices[0].message.content);

Create an API key in Bee Workspace. The free Cell tier works with both SDKs and MCP.

Repository map

api/                 Versioned OpenAPI and Postman contracts
docs/                Public architecture and enterprise scenario flows
examples/            Runnable TypeScript and Python examples
mcp/                 Client configuration and MCP setup
sdks/typescript/     Published @heossihq/bee package source and tests
sdks/python/         Published bee-sdk and bee-mcp source and tests
trust/pq-register/   Public PQ coverage register and offline verification tools

Enterprise evaluation paths

EvaluatorStart hereWhat can be verified publicly
Enterprise architectReference architecture and scenario flowsSystem boundaries, governed request flow, deployment profiles, and responsibility split
Security or risk leadSecurity policy, PQ coverage register, and diligence indexDisclosure path, released PQ claims, evidence limitations, and public control references
Platform engineerAPI contracts, SDKs, MCP, and examplesIntegration contracts, install paths, source, examples, and client configuration
Procurement or technical diligenceMANIFEST.json, SHA256SUMS, SPDX SBOM, and NOTICEExport provenance, file integrity, package inventory, licensing, and the public/proprietary boundary

Architecture and scenarios

Start with the public reference architecture, then follow the control boundary through three concrete flows:

The matching visual architecture centre is published at bee.heossi.com/docs/architecture.

Bee Code's agent path is durable, subscription-bounded, and independently metered. Workspace, mobile, desktop, SDK, and MCP requests retain their own documented execution contracts; common entitlement enforcement does not imply that every surface has local IDE tools.

Integrity and provenance

The public distribution is locally rendered from an allowlisted monorepo surface. Verify it with:

sha256sum --check SHA256SUMS
python3 scripts/verify_bee_package_index.py PACKAGE-INDEX.json

SHA256SUMS covers every exported payload file except itself and the commit-specific MANIFEST.json. The manifest separately binds the export to its source commit and contains a deterministic digest of the complete payload. The SPDX document is package-level (filesAnalyzed: false); it inventories the published SDK and MCP packages without claiming a binary or deployment SBOM.

Public and proprietary boundary

The files in this repository are Apache-2.0 licensed. Bee's model engine, orchestration plane, hosted gateway, Bee Code CLI implementation, editor-extension implementation, and commercial applications remain proprietary and are not represented as open source here. Public API and package behavior is defined by the contracts and SDK source in this repository.

Support and security

Contributing

Read CONTRIBUTING.md, SUPPORT.md, and the Code of Conduct. Generated paths must be changed in their canonical monorepo source; community examples and documentation can be proposed here and are reconciled during the next local export.

License

Apache License 2.0 · Copyright 2026 HEOSSI (Pte.) Ltd.

Bee™ and the Bee knot logo are trademarks of HEOSSI (Pte.) Ltd., Singapore.

Comments

Markdown supported

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.