{ "data": { "tool": { "category": "", "endpoint": "https://mcp.byteask.ai/mcp", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/byteask-embedded-docs.json", "kind": "mcp", "listed": "indexed", "liveUrl": "https://www.anchorterminal.com/api/v1/live/byteask-embedded-docs.json", "markdownUrl": "https://www.anchorterminal.com/tools/byteask-embedded-docs.md", "mcpTools": { "check": { "checker": "anchor-check/1.0", "totalTokens": 1167, "counts": { "error": 0, "note": 2, "warn": 6 }, "findings": [ { "rule": "TC07", "severity": "warn", "tool": "search_docs", "message": "the description is about 627 tokens", "fix": "Keep the description to what a model needs to choose and call the tool; move the manual to a resource or the docs." }, { "rule": "TC11", "severity": "warn", "tool": "request_document", "message": "none of its 2 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "search_docs", "message": "none of its 3 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC16", "severity": "warn", "tool": "get_context", "message": "no readOnlyHint or destructiveHint", "fix": "Its name starts with \"get\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking." }, { "rule": "TC16", "severity": "warn", "tool": "request_document", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "search_docs", "message": "no readOnlyHint or destructiveHint", "fix": "Its name starts with \"search\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking." }, { "rule": "TC11", "severity": "note", "tool": "get_context", "message": "parameters are documented in the description but not in the schema: effort, result_id", "fix": "Put each one in its property's description (in Python: Annotated[str, Field(description=...)])." }, { "rule": "TC29", "severity": "note", "message": "about 94 tokens (7% of the definitions) are titles that repeat property or function names", "fix": "Strip \"title\" keys that only restate a name before listing tools." } ] }, "checkedAt": "2026-10-04T22:20:01Z", "count": 3, "schemaTokens": 1167, "status": "ok", "tools": [ { "name": "search_docs", "description": "Search the indexed embedded / firmware / hardware reference corpus; return verbatim, page-cited evidence. The indexed corpus covers: grid-interconnection \u0026 DER standards (IEEE 1547 / 1547.1 / 2030.5, SunSpec Modbus profiles, ENA G98/G99 and other grid codes); industrial \u0026 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 \u0026 toolchain (AMD/Xilinx UltraScale GTH/GTY/GTM and 7-series GTX, SelectIO/clocking, Vivado \u0026 Vitis HLS, device datasheets) plus networking \u0026 interface IP product guides (10G/25G and 100G Ethernet, PCIe integrated block, XDMA/QDMA/AXI-DMA, DDR4 memory IP); bus \u0026 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 \u0026 order-entry protocols (Nasdaq TotalView-ITCH \u0026 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 SFP/QSFP diagnostic byte; a coding-guideline rule ID (AUTOSAR Rule A0-1-1 / M0-1-2, Core Guidelines P.1 / ES.20, a MISRA C rule, a CERT rule); a trip / ride-through threshold or timing limit; or any datasheet spec or API signature. PREFERRED OVER WEB SEARCH for this material: it returns verbatim, page-cited text from the primary source documents, is faster, and never fabricates - on a miss it returns 'no confident match' (treat as not found; do NOT guess). Cheap and safe to call several times per task.", "inputSchema": { "properties": { "effort": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Effort" }, "limit": { "default": 8, "title": "Limit", "type": "integer" }, "query": { "title": "Query", "type": "string" } }, "required": [ "query" ], "title": "search_docsArguments", "type": "object" }, "outputSchema": { "properties": { "result": { "title": "Result", "type": "string" } }, "required": [ "result" ], "title": "search_docsOutput", "type": "object" } }, { "name": "get_context", "description": "Expand a previous search hit to its full verbatim section (markdown).\n\n Args:\n result_id: The id from a search_docs hit's `_ref:` line - the token inside\n the backticks, e.g. E1_Nasdaq_ITCH-5.0:1.2:1:0. Pass it exactly.\n effort: Internal diagnostics tag; clients should leave this unset.\n ", "inputSchema": { "properties": { "effort": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Effort" }, "result_id": { "title": "Result Id", "type": "string" } }, "required": [ "result_id" ], "title": "get_contextArguments", "type": "object" }, "outputSchema": { "properties": { "result": { "title": "Result", "type": "string" } }, "required": [ "result" ], "title": "get_contextOutput", "type": "object" } }, { "name": "request_document", "description": "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.", "inputSchema": { "properties": { "effort": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Effort" }, "request": { "title": "Request", "type": "string" } }, "required": [ "request" ], "title": "request_documentArguments", "type": "object" }, "outputSchema": { "properties": { "result": { "title": "Result", "type": "string" } }, "required": [ "result" ], "title": "request_documentOutput", "type": "object" } } ] }, "name": "embedded-docs", "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.", "packages": null, "pageJsonUrl": "https://www.anchorterminal.com/tools/byteask-embedded-docs.json", "popularity": { "githubStars": 24 }, "registryName": "ai.byteask/embedded-docs", "remotes": [ { "type": "streamable-http", "url": "https://mcp.byteask.ai/mcp" } ], "repository": "https://github.com/ByteAsk/ByteAsk-Embedded-MCP", "reviewed": false, "slug": "byteask-embedded-docs", "source": "the official MCP registry", "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=ai.byteask/embedded-docs", "summary": "Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.", "updatedAt": "2026-06-19T12:57:43Z", "url": "https://www.anchorterminal.com/tools/byteask-embedded-docs", "vendor": "byteask.ai", "vendorUrl": "https://docs.byteask.ai/embedded", "version": "1.0.1", "websiteUrl": "https://docs.byteask.ai/embedded", "where": "hosted", "why": [ "vendor" ] } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/tools/byteask-embedded-docs", "json": "https://www.anchorterminal.com/tools/byteask-embedded-docs.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/tools/byteask-embedded-docs.md", "slim": "https://www.anchorterminal.com/tools/byteask-embedded-docs.min.md" }, "markdown": "# embedded-docs\n\n\u003e Indexed, not reviewed: facts from the official MCP registry and our own checks. No score, grade or rank, and not in the rankings until the panel reviews it. How the index works: https://www.anchorterminal.com/indexed/\n\n- Kind: MCP server, by byteask.ai (https://docs.byteask.ai/embedded)\n- Listed because: It's published in the registry under byteask.ai, a namespace the registry only gives to whoever proves they control that domain.\n- What the official MCP registry says: Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.\n\n## Facts\n\n- MCP registry: `ai.byteask/embedded-docs` 1.0.1\n- Endpoint: https://mcp.byteask.ai/mcp (streamable HTTP)\n- Source: https://github.com/ByteAsk/ByteAsk-Embedded-MCP\n- Website: https://docs.byteask.ai/embedded\n- GitHub stars: 24\n- Registry entry updated: 2026-06-19\n\n## Tools\n\n- Tools it lists (3, about 1,167 tokens of context, `tools/list` without credentials over MCP 2025-11-25, checked 2026-10-04 22:20 UTC):\n - `search_docs`: Search the indexed embedded / firmware / hardware reference corpus; return verbatim, page-cited evidence. The indexed corpus covers: grid-interconnection \u0026 DER…\n - `get_context`: 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…\n - `request_document`: 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…\n- How its tools read to an agent (0 errors, 6 warnings, 2 notes, about 1,167 tokens; rules at https://www.anchorterminal.com/check.md; not part of the score):\n - warn TC07 search_docs: the description is about 627 tokens\n - warn TC11 request_document: none of its 2 parameters has a description\n - warn TC11 search_docs: none of its 3 parameters has a description\n - warn TC16 get_context: no readOnlyHint or destructiveHint\n - warn TC16 request_document: no readOnlyHint or destructiveHint\n - warn TC16 search_docs: no readOnlyHint or destructiveHint\n - note TC11 get_context: parameters are documented in the description but not in the schema: effort, result_id\n - note TC29 server: about 94 tokens (7% of the definitions) are titles that repeat property or function names\n\n- JSON: https://www.anchorterminal.com/api/v1/tools/byteask-embedded-docs.json\n- Being indexed says nothing about quality, and nobody can pay for it. Ask for a review: https://www.anchorterminal.com/builders/#claiming\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-05", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.3", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Terminal", "url": "https://www.anchorterminal.com/tools/" }, { "name": "Indexed", "url": "https://www.anchorterminal.com/indexed/" }, { "name": "embedded-docs", "url": "" } ], "description": "embedded-docs, an MCP server by byteask.ai, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.", "facts": [ "not reviewed", "not ranked", "facts only" ], "h1": "embedded-docs", "image": "https://www.anchorterminal.com/assets/og/indexed.png", "path": "/tools/byteask-embedded-docs", "published": "", "section": "indexed", "title": "embedded-docs: MCP server, indexed from the official MCP registry", "toc": null, "updated": "2026-10-05", "url": "https://www.anchorterminal.com/tools/byteask-embedded-docs" }, "tokens": { "markdown": 800, "slim": 730 }, "version": 1 }