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BLEA

PYPI · BLEA · SCANNED AUG 19

Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.

Available components

+5 this week 67 Trust /100
Trust breakdown (6 categories)

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 Security100
  • No malware found by supply-chain analysis.Pass
  • 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
  • 1 of 46 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency32
Schema Quality & AI Usability66
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 1457 tokens (~66/item across 22 items; 22 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management33
  • Stability observed for 10 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 0% of tool parameters carry a description.Fail
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

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 · blea

# add to Claude Code
claude mcp add nitmi-blea -- uvx blea
# add to Codex CLI
codex mcp add nitmi-blea -- uvx blea
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "nitmi-blea": {
      "type": "local",
      "command": [
        "uvx",
        "blea"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add nitmi-blea --command uvx --arg blea
# ~/.hermes/config.yaml
mcp_servers:
  nitmi-blea:
    command: "uvx"
    args: ["blea"]
// mcp.json
{
  "mcpServers": {
    "nitmi-blea": {
      "command": "uvx",
      "args": [
        "blea"
      ]
    }
  }
}
Changelog

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.

  • 19 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.

  • 17 Aug 26 +4
    • Stability: unverified → 0.27 functional
  • 11 Aug 26 +4
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 9 Aug 26 58

    First indexed and scored.

Diagnostics

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 19 Aug 2026 · Analysed pypi/blea@0.6.4

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem pypi
Install scripts 1 script
Hook Tier Command
build_backend allowlisted hatchling.build
Dependencies 46 packages
Packages resolved 46
Stale 1
Tree resolution Complete
MCP tools · 22 exposed · ~1,457 tokens

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.

Tool Tokens
ble_capture ~131

Save a validated read-only BLE evidence package as .blea.jsonl. Capture performs one discovery and one connection, then records advertisements, GATT, bounded reads, and bounded notifications. It never writes, pairs, or changes device configuration. The output path is replaced atomically only after the final summary validates.

NameTypeReqDescription
devicestringyes
max_readsinteger
observe_durationnumber
outputstringyes
read_offsetinteger
redact_identifiersboolean
service_uuid
timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.

ble_diff ~116

Compare two validated BLEA evidence files without accessing Bluetooth hardware. Transient capture metadata and notification timestamps are ignored. RSSI uses a 5 dBm tolerance by default; strict_rssi compares exact values. Device identifiers must match unless allow_different_devices is explicitly enabled.

NameTypeReqDescription
afterstringyes
allow_different_devicesboolean
beforestringyes
fail_on_changeboolean
rssi_tolerancenumber
strict_rssiboolean

Structured output declared, but exposes no named fields.

No examples provided.

ble_doctor ~30

Check whether the local Bluetooth adapter and OS BLE backend are usable.

NameTypeReqDescription
scan_timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.

ble_exchange ~108

Subscribe first, perform one guarded write, then collect resulting notifications.

NameTypeReqDescription
allow_writeboolean
base64_value
confirm_device
devicestringyes
durationnumber
hex_value
notify_characteristicstringyes
read_backboolean
responseboolean
text_value
timeoutnumber
write_characteristicstringyes

Structured output declared, but exposes no named fields.

No examples provided.

ble_inspect ~40

Discover GATT; timeout applies separately to scan, connect, and GATT operations.

NameTypeReqDescription
devicestringyes
timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.

ble_observe ~90

Observe notify/indicate characteristics on one connection for a bounded duration. When characteristics is omitted, all discovered notify/indicate characteristics are selected. Per-characteristic subscription failures remain in subscriptions while other subscriptions continue. The tool always reports cleanup evidence and never writes or pairs.

NameTypeReqDescription
characteristics
devicestringyes
durationnumber
timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.

ble_probe ~120

Read one GATT page; inspect read_page and follow next_read_offset until null. ok=true means the page ran, not that every characteristic read succeeded. timeout applies separately to scan, connect, profile discovery, and each read. The full profile is omitted by default to keep repeated pages compact; use ble_inspect first or set include_profile=true.

NameTypeReqDescription
devicestringyes
include_profileboolean
max_readsinteger
read_offsetinteger
timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.

ble_read ~46

Read a characteristic; timeout applies separately to scan, connect, and GATT operations.

NameTypeReqDescription
characteristicstringyes
devicestringyes
timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.

ble_replay ~154

Replay scan/inspect/probe/read/subscribe/observe/run from evidence without BLE hardware. speed=0 returns matching notifications immediately. Positive speed values preserve recorded notification gaps at the requested multiplier. Replay is always read-only and never exposes a write or exchange operation.

NameTypeReqDescription
characteristic
characteristics
device
durationnumber
evidencestringyes
include_profileboolean
max_readsinteger
name_contains
operationstringyes
read_offsetinteger
service_uuid
speednumber
timeoutnumber
workflow

Structured output declared, but exposes no named fields.

No examples provided.

ble_scan ~37

Scan nearby BLE advertisements and return stable structured evidence.

NameTypeReqDescription
name_contains
service_uuid
timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_close ~25

Disconnect and forget an open BLE session.

NameTypeReqDescription
session_idstringyes

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_close_all ~24

Recover unknown or leaked state by closing every session owned by this server.

Input schema present but exposes no named parameters.

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_exchange ~104

Atomically subscribe, write, and collect notifications through one open session.

NameTypeReqDescription
allow_writeboolean
base64_value
confirm_device
durationnumber
hex_value
notify_characteristicstringyes
read_backboolean
responseboolean
session_idstringyes
text_value
write_characteristicstringyes

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_inspect ~26

Discover services on an open BLE session.

NameTypeReqDescription
session_idstringyes

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_list ~24

List open BLE sessions, their devices, idle time, and lease timeout.

Input schema present but exposes no named parameters.

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_observe ~42

Observe notify/indicate characteristics through one existing session connection.

NameTypeReqDescription
characteristics
durationnumber
session_idstringyes

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_open ~37

Open a leased connection; timeout applies per backend operation for the session.

NameTypeReqDescription
devicestringyes
timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_read ~33

Read a characteristic through an open BLE session.

NameTypeReqDescription
characteristicstringyes
session_idstringyes

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_subscribe ~41

Collect bounded notifications through an open BLE session.

NameTypeReqDescription
characteristicstringyes
durationnumber
session_idstringyes

Structured output declared, but exposes no named fields.

No examples provided.

ble_session_write ~84

Write through an open session with the same explicit write guard.

NameTypeReqDescription
allow_writeboolean
base64_value
characteristicstringyes
confirm_device
hex_value
read_backboolean
responseboolean
session_idstringyes
text_value

Structured output declared, but exposes no named fields.

No examples provided.

ble_subscribe ~52

Collect bounded notifications; timeout is per backend operation, not a total deadline.

NameTypeReqDescription
characteristicstringyes
devicestringyes
durationnumber
timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.

ble_write ~93

Write with guards; timeout is per backend operation, not a total tool deadline.

NameTypeReqDescription
allow_writeboolean
base64_value
characteristicstringyes
confirm_device
devicestringyes
hex_value
read_backboolean
responseboolean
text_value
timeoutnumber

Structured output declared, but exposes no named fields.

No examples provided.