Skip to main content
Glama

Server Details

Boards and modules PCBBrew can put on a real PCB and simulate, KiCad parts and published boards.

If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-06-18
URL
ChatGPT
–
Claude
–

TDQS

Score is being calculated.

Available Tools

4 tools
get_partGet a board or moduleA
Read-onlyIdempotent
Inspect

One board or module from the catalogue by id: description, pins with their role, interfaces, I2C addresses, Arduino libraries, whether PCBBrew simulates it, where to buy it and a picture.

NameRequiredDescriptionDefault
idYesid from search_parts

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, non-destructive and closed-world, so safety is covered. The description adds real value by disclosing what the record contains — pin roles, interfaces, I2C addresses, Arduino libraries, PCBBrew simulation status, purchase links and an image — which is the main behavioral unknown for this tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence that front-loads the resource and key before the field list. The enumeration is long but each item earns its place because there is no output schema; slightly tighter phrasing would push this to a 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a one-parameter read tool with no output schema, the description fully covers both how to call it and what comes back, including domain-specific extras like simulation status and purchase info. Nothing an agent needs in order to invoke it correctly is absent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With one parameter at 100% schema coverage, the schema already documents the identifier, its length bounds and its provenance ('id from search_parts'). The description only restates 'by id' and adds no format or provenance detail beyond the schema, so baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific resource ('One board or module from the catalogue') and the retrieval key ('by id'), then enumerates the payload fields. It is clearly distinct from search_parts or list_showcase, though the verb is implied rather than stated ('Fetch'/'Returns' is missing).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is implied: this is the by-id detail lookup that follows a catalogue search. The when-to-use context comes from the schema ('id from search_parts') rather than the description itself, and there is no explicit statement of when not to use it or what happens with an unknown id.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_showcaseList published boards
Read-onlyIdempotent
Inspect

Boards that PCBBrew users designed and chose to publish: title, cover image, author and likes.

NameRequiredDescriptionDefault
limitNomaximum number of boards
search_kicad_partsSearch KiCad components
Read-onlyIdempotent
Inspect

Search the KiCad symbol libraries PCBBrew designs with (resistors, regulators, op-amps, timers, MOSFETs, connectors...): symbol id, description and datasheet link.

NameRequiredDescriptionDefault
limitNomaximum number of results
queryYese.g. 'AMS1117', 'NE555', 'USB-C receptacle'
search_partsSearch boards and modules
Read-onlyIdempotent
Inspect

Search PCBBrew's catalogue of microcontroller boards (ESP32, Arduino, Raspberry Pi Pico, display boards) and plug-in modules (sensors, displays, motor drivers, radio, storage) by name, chip, use or interface. Every entry can be placed on a PCB designed by PCBBrew; most are simulated.

NameRequiredDescriptionDefault
kindNoonly boards, only modules, or bothany
limitNomaximum number of results
queryYese.g. 'CO2 sensor', 'e-paper', 'ESP32-S3'

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updates
    • Changedlist_showcase1 field changed
      • addedInput schema / properties / limit / description
        Added value: +"maximum number of boards"
    • Changedsearch_kicad_parts1 field changed
      • addedInput schema / properties / limit / description
        Added value: +"maximum number of results"
    • Changedsearch_parts2 fields changed
      • addedInput schema / properties / kind / description
        Added value: +"only boards, only modules, or both"
      • addedInput schema / properties / limit / description
        Added value: +"maximum number of results"
  2. 4 tool updates
    • First observedget_part
    • First observedlist_showcase
    • First observedsearch_kicad_parts
    • First observedsearch_parts

Related MCP Connectors

Related MCP Servers

  • A
    license
    Not graded
    quality
    B
    maintenance
    KiCad Workbench is an MCP server that lets an AI agent work with KiCad projects. The agent reads schematics, boards and libraries, runs the checks of KiCad, makes the bill of materials (BOM), and writes changes to the schematic. It supports KiCad 8, 9 and 10.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables an AI agent to do end-to-end PCB design work — component sourcing, schematic construction, placement, routing, SPICE simulation and manufacturing export — by driving KiCad through its project files and kicad-cli, with no running GUI required. Boards are only reported as routed or done when a machine-checked verification gate returns an unambiguous PASS, so unverified or partially checked results are never presented as finished.
    19
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP servers for KiCad schematic, PCB, symbol, footprint, and project automation, enabling AI-assisted electronic design via tools for read/write, analysis, and exports.
    109
    426 PyPI
    16
    GPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to turn plain-language requests into complete, routed and design-rule-checked printed circuit boards, including engineering review, part search and inventory use, and export to Gerber, KiCad, BOM and pick-and-place files.
    MIT
Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources