Bee — The Progressive Intelligence Engine MCP server
io.github.cuilabs/bee·v0.6.0·1 starsBee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.
1 stars
Reviews
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If you have run it, two minutes of your experience saves the next person an afternoon.
Bee — The Progressive Intelligence Engine tools
No tool declarations could be read from the package source. They show once the server is installed.
Public scan report
scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it
- Code scan6 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitystatic API keys via environment variables6/15
- Maintenancelast push 1 days ago15/15
- Maintainer identityregistry namespace matches repository owner7/10
How Bee — The Progressive Intelligence Engine compares
Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 82/100
- higher than 65% of 4,460 AI and agents servers
- GitHub stars
- 1
- more than 50% of 2,711 AI and agents servers
Install Bee — The Progressive Intelligence Engine in Claude Code, Cursor or VS Code
claude mcp add bee -- uvx bee-sdk
What the publisher says
From the Bee — The Progressive Intelligence Engine repository's README, as published. We do not edit it. Read it on GitHub
Bee by HEOSSI
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.
<!-- mcp-name: io.github.heossihq/bee-public -->
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.
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 toolsEnterprise evaluation paths
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Bee — The Progressive Intelligence Engine: common questions
- Is Bee — The Progressive Intelligence Engine MCP server safe?
- Mostly: it is graded B (82/100). Read the Bee — The Progressive Intelligence Engine safety report
- How do I install Bee — The Progressive Intelligence Engine?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Bee — The Progressive Intelligence Engine need an API key?
- Yes. The registry entry asks for
BEE_API_KEY. - Is Bee — The Progressive Intelligence Engine maintained?
- The last commit was 39 days ago (2026-09-26). The latest release is v0.6.0.
- What can I use instead of Bee — The Progressive Intelligence Engine?
- Servers from other publishers that do the same job: Summer Engine MCP server, SuperCompress MCP server and DCC-MCP Core MCP server.
- How does Bee — The Progressive Intelligence Engine compare with other AI and agents MCP servers?
- safety score 82/100 (higher than 65% of 4,460 AI and agents servers); github stars 1 (more than 50% of 2,711 AI and agents servers). Full comparison.
Alternatives to Bee — The Progressive Intelligence Engine
Same job from other publishers: the closest match first, then the best rated.
Summer EngineThe game engine built for AI. Any agent makes a multiplayer game and publishes it.not reviewedEstablishedB- SuperCompressCompress coding-agent context ~64%. Hosted Neural Keep MCP for Cursor/Claude/Codex.not reviewedEstablishedB
- DCC-MCP CoreAgent control plane for DCC and engine hosts: one MCP endpoint, one tool contract.not reviewedEstablishedA
- Mnemoverse MemoryHosted agent memory that learns from outcomes, with shared rooms. No key: mcp.mnemoverse.com/mcpnot reviewedEstablishedA
- Agent LspOrchestrates language servers into 65 code-intelligence tools across 32 languages, token-optimized.not reviewedEstablishedA