Bee by HEOSSI
PYPI · BEE-SDK · SCANNED AUG 3
Bee by HEOSSI: governed multimodal intelligence - chat, code, security, research, documents, memory.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →
Supply Chain Security50
- Malware scan not yet available for this package.Unverified
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised native-build step with no shell scripting around it. View diagnostics → Pass
- No production dependencies, so there is no dependency health to assess. View diagnostics → Pass
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (Apache-2.0).Pass
- Actively maintained (last published 0 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability0
- Schema quality not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.Unverified
Stability & Change Management0
- Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.Unverified
Tool Coverage0
- Tool coverage not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet.Unverified
Capabilities0
- Protocol version not yet verified: we do not have a sandbox capture of the MCP handshake this version of the package performs yet.Unverified
Unverified: 4 categories
Categories scored 0 because our sandbox run of this package has not given us the schema these checks need to read. That is a gap on our side rather than a finding about the package, and we only credit what we can confirm, so the score stands at 0 until the capture succeeds. We are working through the fleet, so this normally clears without any action from you. How we score packages →
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
pypi · bee-sdk
claude mcp add heossihq-bee-public -- uvx bee-sdk
codex mcp add heossihq-bee-public -- uvx bee-sdk
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"heossihq-bee-public": {
"type": "local",
"command": [
"uvx",
"bee-sdk"
],
"enabled": true
}
}
} openclaw mcp add heossihq-bee-public --command uvx --arg bee-sdk
mcp_servers:
heossihq-bee-public:
command: "uvx"
args: ["bee-sdk"] {
"mcpServers": {
"heossihq-bee-public": {
"command": "uvx",
"args": [
"bee-sdk"
]
}
}
} Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 3 Aug 26 −46
- Malware scan: pass → unverified ▼ security
- Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. security
- Schema quality: 100 → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- Capabilities: pass → unverified ▼ functional
- Package version: 0.6.8 → 0.6.9 functional
- 2 Aug 26 +15
- Malware scan: unverified → pass ▲ security
- 1 Aug 26 −8
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 31 Jul 26 +34
- Tool coverage: unverified → 100 ▲ functional
- Schema quality: unverified → 100 ▲ functional
- First check of Schema quality: pass functional
- First check of Schema quality: fail functional
- First check of Tool coverage: 83 functional
- First check of Schema quality: good functional
- Package version: 0.6.4 → 0.6.8 functional
- 30 Jul 26 −18
- Malware scan: pass → unverified ▼ security
- Schema quality: Schema quality not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. functional
- Tool coverage: Tool coverage not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet. functional
- Package version: 0.6.3 → 0.6.4 functional
- 28 Jul 26 0
- Schema quality: Schema quality not yet verified: our sandbox run of this package did not complete, so we have no schema to assess. functional
- Tool coverage: Tool coverage not yet verified: our sandbox run of this package did not complete, so we have no tool definitions to assess. functional
- 26 Jul 26 47
First indexed and scored.
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Analysed pypi/[email protected]
Provenance none
Ecosystem: pypi · Outcome: none
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Dependencies 0 packages
0 packages in the resolved dependency tree.
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
bee_chat Ask Bee ~124
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.
| Name | Type | Req | Description |
|---|---|---|---|
| domain | string | — | Optional domain specialist (defaults to general). |
| max_tokens | integer | — | Max response tokens |
| message | string | yes | The question or request |
| model | string | — | Optional Bee model tier. Limited to your plan. Default: bee-cell. |
| temperature | number | — | Sampling temperature (optional) |
No output schema declared.
No examples provided.
bee_code Code Assistant ~130
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.
| Name | Type | Req | Description |
|---|---|---|---|
| action | string | yes | What to do with the code |
| code | string | yes | The code |
| error | string | — | Error message / bug description (for action=fix) |
| focus | string | — | What to optimise for (for action=refactor) |
| framework | string | — | Test framework (for action=write_tests) |
| language | string | — | Programming language |
No output schema declared.
No examples provided.
bee_documents_add Add Document ~77
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.
| Name | Type | Req | Description |
|---|---|---|---|
| content | string | yes | The document text to ingest |
| source | string | — | A name / source label for the document |
No output schema declared.
No examples provided.
bee_documents_search Search Documents ~66
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.
| Name | Type | Req | Description |
|---|---|---|---|
| k | integer | — | How many chunks to return |
| query | string | yes | What to search for |
No output schema declared.
No examples provided.
bee_memory_add Remember ~76
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.
| Name | Type | Req | Description |
|---|---|---|---|
| content | string | yes | The fact to remember (≤ 4000 chars) |
| kind | string | — | What kind of memory this is |
No output schema declared.
No examples provided.
bee_memory_search Search Memory ~66
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.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | What to recall |
| top_k | integer | — | How many memories to return |
No output schema declared.
No examples provided.
bee_quantum_reasoning_get Get Quantum Reasoning Job ~57
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.
| Name | Type | Req | Description |
|---|---|---|---|
| job_id | string | yes | Job UUID |
No output schema declared.
No examples provided.
bee_quantum_reasoning_jobs List Quantum Reasoning Jobs ~73
Use to list the authenticated tenant's retained Quantum Reasoning Lab jobs and capabilities. Returns paginated metadata without creating or changing jobs.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | — | Opaque cursor from the previous page |
| limit | integer | — | — |
| model | string | — | — |
| status | string | — | — |
No output schema declared.
No examples provided.
bee_quantum_reasoning_remove Cancel or Delete Quantum Reasoning Job ~51
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.
| Name | Type | Req | Description |
|---|---|---|---|
| job_id | string | yes | — |
No output schema declared.
No examples provided.
bee_quantum_reasoning_run Run Quantum Reasoning ~98
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.
| Name | Type | Req | Description |
|---|---|---|---|
| model | string | yes | — |
| product | string | yes | — |
| prompt | string | yes | The problem and decision criteria |
| provider_connection_id | string | — | — |
No output schema declared.
No examples provided.
bee_research Research Assistant ~116
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.
| Name | Type | Req | Description |
|---|---|---|---|
| focus | string | — | Critique focus (for paper_critique) |
| framework | string | — | Quantum framework (for quantum_design) |
| input | string | yes | The task to design, or the abstract to critique |
| task | string | yes | Research task |
No output schema declared.
No examples provided.
bee_security Security Assistant ~138
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.
| Name | Type | Req | Description |
|---|---|---|---|
| context | string | — | Authorised-engagement scope (for task=pentest_assist) |
| framework | string | — | Framework (for task=threat_model): STRIDE, PASTA, LINDDUN |
| input | string | yes | Code, system description, contract source, or finding |
| language | string | — | Language (for code_audit / smart_contract_review) |
| task | string | yes | Security task |
No output schema declared.
No examples provided.
bee_usage Account & Usage ~83
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.
| Name | Type | Req | Description |
|---|---|---|---|
| window | string | — | Breakdown window: 'day' (24h) or 'week' (7d). Default 'day'. |
No output schema declared.
No examples provided.
bee_verify_provenance Verify Agent Provenance ~73
Use to verify a Bee agentic coding session by session_id. Returns verification status, sealed-turn count, and ML-DSA-65 (NIST FIPS 204) signature details; it does not alter or replay the session.
| Name | Type | Req | Description |
|---|---|---|---|
| session_id | string | yes | The agent session id to verify |
No output schema declared.
No examples provided.