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ai.byteask/embedded-docs

REMOTE · MCP.BYTEASK.AI · SCANNED SEP 25

Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.

Available components

+1 this week 75 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability55
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 1714 tokens (~571/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
  • No destabilizing schema changes in the last 30 days.Pass
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
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the ai.byteask/embedded-docs MCP server?

ai.byteask/embedded-docs is a hosted endpoint at https://mcp.byteask.ai/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · mcp.byteask.ai

# add to Claude Code
claude mcp add --transport http ai-byteask-embedded-docs 'https://mcp.byteask.ai/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "ai-byteask-embedded-docs": {
      "url": "https://mcp.byteask.ai/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "ai-byteask-embedded-docs": {
      "type": "http",
      "url": "https://mcp.byteask.ai/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.ai-byteask-embedded-docs]
url = "https://mcp.byteask.ai/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-byteask-embedded-docs": {
      "type": "remote",
      "url": "https://mcp.byteask.ai/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add ai-byteask-embedded-docs --url 'https://mcp.byteask.ai/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  ai-byteask-embedded-docs:
    url: "https://mcp.byteask.ai/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "ai-byteask-embedded-docs": {
      "Transport": "http",
      "Url": "https://mcp.byteask.ai/mcp"
    }
  }
}
# add to Vellum
assistant mcp add ai-byteask-embedded-docs -t streamable-http -u 'https://mcp.byteask.ai/mcp'
// mcp.json
{
  "mcpServers": {
    "ai-byteask-embedded-docs": {
      "type": "http",
      "url": "https://mcp.byteask.ai/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

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.

  • 25 Sept 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 22 Sept 26 +1
    • Injection markers: unverified → pass ▲ security
    • Stability: unverified → pass ▲ security
    • Authorization: Authorisation not fully verified: no authorisation is required to call this server, and 3 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. security
    • Tool “get_context” rewrote its description, which is the text the model reads security
    • Endpoint reachability: unreachable → reachable ▲ functional
    • Tool coverage: unverified → 100 ▲ functional
    • MCP protocol: unverified → pass ▲ functional
  • 21 Sept 26 0
    • Endpoint reachability: reachable → unreachable ▼ security
    • Stability: pass → unverified ▼ security
    • Tool safety: pass → unverified ▼ security
    • Authorization: Authorisation not fully verified: no authorisation is required to connect, but we couldn't read the whole tool list to see what that exposes. security
    • Capabilities: pass → unverified ▼ functional
    • Tool coverage: 100 → unverified ▼ functional
    • First check of Schema quality: unverified functional
  • 4 Sept 26 +2
    • HSTS header: fail → pass ▲ security
  • 26 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 25 Aug 26 0
    • Stability: 0.97 → pass security
  • 11 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 7 Aug 26 0
    • The server no longer declares the “experimental” capability functional
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 25 Sept 2026 · Probed https://mcp.byteask.ai/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=byteask.ai CN=WE1,O=Google Trust Services,C=US 15 Aug 2026 13 Nov 2026 ECDSA 256 ECDSA-SHA256 69b2dacdff516a330eaa42a1b7b3ef19
SANs: byteask.ai, *.byteask.ai
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of mcp.byteask.ai. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ai. present 3799 8 Verified
byteask.ai. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=31536000
x-content-type-options nosniff

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp.byteask.ai/mcp Verified 200
http (plaintext) http://mcp.byteask.ai/mcp HTTPS enforced 301 https://mcp.byteask.ai/mcp
MCP tools · 3 exposed · ~965 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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
get_context ~105

Expand a previous search hit to its full verbatim section (markdown). Args: result_id: The id from a search_docs hit's `_ref:` line - the token inside the backticks, e.g. E1_Nasdaq_ITCH-5.0:1.2:1:0. Pass it exactly. effort: Internal diagnostics tag; clients should leave this unset.

NameTypeReqDescription
effort–––
result_idstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

request_document ~131

Request that a document be ADDED to the corpus - use this when search_docs returns 'no confident match' for material it should cover (a standard, protocol spec, SCPI or instrument manual, MCU / hardware datasheet, or library reference). This does NOT search; use search_docs for that. Pass ONE string with as much as you know: the document title or standard number, a URL if you have one, the edition / version, and what you were looking for. Requests are reviewed and the document is typically added within 24 hours.

NameTypeReqDescription
effort–––
requeststringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

search_docs ~729

Search the indexed embedded / firmware / hardware reference corpus; return verbatim, page-cited evidence. The indexed corpus covers: grid-interconnection & DER standards (IEEE 1547 / 1547.1 / 2030.5, SunSpec Modbus profiles, ENA G98/G99 and other grid codes); industrial & fieldbus protocols (Modbus, CAN / ISO-TP, MQTT); SCPI instrument-programming manuals (power analysers, grid simulators, programmable AC sources); Arm Cortex-M and other MCU / hardware datasheets (registers, bitfields, reset values); FPGA transceivers, silicon & toolchain (AMD/Xilinx UltraScale GTH/GTY/GTM and 7-series GTX, SelectIO/clocking, Vivado & Vitis HLS, device datasheets) plus networking & interface IP product guides (10G/25G and 100G Ethernet, PCIe integrated block, XDMA/QDMA/AXI-DMA, DDR4 memory IP); bus & interconnect specs (AMBA AXI and AXI4-Stream); optical-module management (SFF-8472/8636 SFP+/QSFP DDM); networking protocol RFCs (IPv4, TCP, UDP, ARP, Internet checksum), the PCIe Base Specification and IEEE 1588 PTP; exchange market-data & order-entry protocols (Nasdaq TotalView-ITCH & OUCH, NYSE Pillar, CME MDP/SBE, Cboe PITCH/BOE, FIX); safety-critical C/C++ coding guidelines and language standards (AUTOSAR C++14, C++ Core Guidelines, MISRA C:2012, the ISO C++ working draft, C11); and embedded library / API references. Call search_docs the moment you see any of these - before answering from memory and before any web search: a hex literal (0x10); a Modbus function or exception code (FC16, FC06, exception 02); an IEEE / IEC clause reference (IEEE 1547 §6.4.1); a SCPI command verb (*IDN?, :MEAS:VOLT?); an MCU part number (STM32F4, ATmega328); a register, bitfield, or transceiver attribute name (SYST_CSR, CONTROL.SPSEL, RXBUF_EN, RXCDR_CFG); a Xilinx/AMD document ID (UG576, PG213, DS922); an AMBA AXI / AXI4-Stream signal or response code (TVALID, TKEEP, BRESP/DECERR); a PCIe TLP or DMA descriptor field; an exchange message or field (ITCH Add Order, FIX Tag 35, SBE templateId, PITCH); an…

NameTypeReqDescription
effort–––
limitinteger––
querystringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

Common questions

What is the ai.byteask/embedded-docs MCP server?

ai.byteask/embedded-docs is an MCP server listed in the public MCP registry as ai.byteask/embedded-docs. Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references. This page covers its hosted endpoint (https://mcp.byteask.ai/mcp).

Is the ai.byteask/embedded-docs MCP server safe to use?

ai.byteask/embedded-docs scores 75 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the ai.byteask/embedded-docs MCP server expose?

ai.byteask/embedded-docs exposes 3 tools: search_docs, get_context, request_document. Their descriptions and schemas cost roughly 965 tokens of context every time the server is loaded.

Does the ai.byteask/embedded-docs MCP server require authentication?

No. We connected to ai.byteask/embedded-docs without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the ai.byteask/embedded-docs MCP server still maintained?

ai.byteask/embedded-docs is still listed as active in the MCP registry. We last reached this channel on 25 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.