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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Picodev Lab

Arduino benches simulated in the browser: sessions, sketch push, simulation, tests, challenges.

Checks passed
14 / 22

1 failed · 7 not measured

Median response
163 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
23

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 165 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name picodev-lab-hub.

  • Pass
    Lists tools

    tools/list returned 23 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 163 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 165 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    0 of 88 parameters have a description (0%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-23T14:03:07.224651Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using Picodev Lab

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http picodev-lab https://lab.picodev.fr/mcp

Capabilities

Tools 23

bench_snapshot

During the session's turn on a real bench: a photo of the bench, as an image, and t_ms, the instant of the photo in ms since the start of the turn (null when unknown). One every 2 seconds.

Discovered
brief_submit

Send Picodev the specification of the visitor's project, as a PDF, or only return its preview (send=false). sections: {id: text in simple Markdown}, ids envelope, fonctionPrincipale, fonctions, alimentation, format, environnement, production, preferences (the 8 sections of a product specification), 4000 characters at most each; a missing section reads "À préciser" (to be specified). send=false: preview, nothing is sent, contact and consent are not required. send=true: requires contact {name, email, company?, phone?} and consent=true. nda=true: the visitor wants a non-disclosure agreement first; without sections, only contact and title are sent, without PDF. session and agent_token, optional: the mail also says what the visitor did in the lab. language: fr or en, the PDF's headings. sections.contact and figures: as for spec_draft (refused with nda=true, as sections). Write the sections with spec_draft first. Before passing consent=true, show the visitor the consent text in the visitor's language, and wait until they accept it. In French: "J'accepte que mes coordonnées et la description de mon projet soient envoyées à Picodev par courriel, pour qu'ils me répondent. Picodev les garde 3 ans après le dernier échange et ne les utilise pour rien d'autre. Détails : lab.picodev.fr/confidentialite" In English: "I agree that my contact details and the description of my project are sent to Picodev by e-mail, so that they can answer me. Picodev keeps them for 3 years after our last exchange and uses them for nothing else. Details: lab.picodev.fr/en/privacy" Returns {sent, filename, pdf (base 64, absent with nda), missing (empty or too short sections), next (a sentence for the visitor, to say in their language)}}: write the PDF on the visitor's machine.

Discovered
capture_analog

Sample the voltage of 1 to 4 board pins (the board's own numbers: Nano A0-A7 = 14-21, Uno A0-A5 = 14-19, Mega A0-A15 = 54-69; by default the setup's scope probes) at rate_hz (100 to 10 000) for duration_ms (1 to 10 000 simulated ms), 200 000 samples at most in all. An ADC input reads the voltage the circuit applies; any other pin, its logic level times the supply (PWM shows as a square wave). Simulation only: refused during a turn on a real bench, whose analyser has no analog channel. Read the result with read_capture.

Discovered
capture_logic

Record every edge of the requested pins (probes of the setup sheet; by default the logic ones) for duration_ms (1 to 10 000 ms). In the browser's simulation, in simulated time; during the session's turn on a real bench, at the bench's logic analyser, in real time (no browser or running simulation needed then). trigger {pin, edge}: pin among pins, edge rising, falling or any; the recording then lasts wait_ms + duration_ms (10 000 ms at most) and keeps pre_ms (0 to wait_ms) before the first matching edge within wait_ms and duration_ms after it; with no such edge, the whole recording. Read the result with read_capture, decode it with decode_capture.

Discovered
close_session

End the session now, as when it expires: the place or turn ends, viewers and the browser are disconnected, everything is forgotten.

Discovered
decode_capture

Decode a ready logic capture of the session (browser or bench). protocol "uart" with channels {rx} and options {baud (300-1000000, 9600), bits (5-9, 8), parity (none, even, odd), stop (1, 2), invert (false)}; "spi" with {sck, mosi?, miso?, cs?} (one data pin at least) and options {mode (0-3, 0), bit_order (msb, lsb), bits (8)}; "i2c" with {scl, sda}. channels are pins of the capture. Returns {capture, protocol, frames, next, problems}, 2000 frames from offset. uart frames {t_us, value, error?} (framing, parity) and text, the printable bytes of the page; spi {t_us, mosi?, miso?} per word, while cs is low when given; i2c {t_us, kind (start, restart, address, data, stop), value?, rw?, ack?}. problems: what makes the decoding doubtful.

Discovered
list_setups

The setups: status available (open_session works) or soon (listed, cannot be opened yet), their modes (free, challenge) and their benches by kind (status open, or soon: not offered yet).

Discovered
next_level

Challenge mode: move to the next level, as the bench's "Next level" button, and only when it would be offered: every test of the current level passed and a next level exists. Returns {level, levels}, the new level (index); session_status's level changes with the bench's next state. No level skipping.

Discovered
open_session

Create a session (mode: free or challenge). Give open_url to the human: nothing simulates until they open it in their browser.

Discovered
push_circuit

Free mode only: replace the circuit in the human's browser (the simulation stops). components: [{type, id, properties, x?, y?}] (the board is not a component), wires: [{id, start: {componentId, pinName}, end: {...}, color?, waypoints?: [{x, y}] (the wire's route, 16 points at most)}], in the shape of the setup sheet's circuit; 40 components, 120 wires, 48 KiB. The editor checks types and pins: read the outcome with read_simulation (circuit, circuit_error). 6 per minute.

Discovered
push_program

Send a program compiled on the visitor's machine (Intel HEX text, 48 KiB at most, e.g. arduino-cli's <sketch>.ino.hex) to the human's browser, which loads it in the simulator without compiling and, if run, starts it. files: the sources, shown read-only in the editor, never compiled. During a turn on a real bench, the bench gets it too. Prefer it to push_to_editor, which is the fallback when the local toolchain is missing.

Discovered
push_to_editor

Replace the code in the human's browser and, if run, compile it in the lab's cloud and start it. The fallback of push_program: use it only when the toolchain to compile locally is missing (no arduino-cli, core or library).

Discovered
queue_join

Take a place in the queue for benches of this kind (for example real or sim). The browser must be connected.

Discovered
queue_leave

Give back the place in the queue, or the turn if it has started.

Discovered
queue_status

The session's place: state none, waiting (position, estimated wait eta_s) or turn (bench, end of the turn ends_at, Unix seconds).

Discovered
read_capture

State of a capture (recording, ready, failed) and its kind (logic, analog). Once ready, the measures per pin and, for a logic capture, the edges [t_us, pin, v], 2000 from offset; for an analog one, rate_hz and the samples, rows [mv_1, ...] in the order of pins (row k at k / rate_hz), 2000 rows from offset. next: the following offset, or null. t0_ms: the first sample on the session's clock (ms since the simulation's launch, or since the start of the turn on a real bench), null when unknown; t_us and rows count from the capture's start. format="png": the same without edges or samples, plus a chart of the signals as an image (from_ms and to_ms, from the capture's start, to zoom; 4 per minute).

Discovered
read_setup

A served setup sheet (setup.json, files included; never a solution): board, components and wires (circuit), probes, levels (without their hints: hints come through read_simulation as the visitor reveals them). Plus, when it exists, schema.png, the starting circuit as the editor draws it, as an image.

Discovered
read_simulation

Last state (with circuit, the browser's components and wires), last compilation and the events after since_ms (2000 at most). `serial` is the full serial output of the current run (up to 16 KiB), reset at each compile and NOT starved by pin events: prefer it over reconstructing serial from `events`. During a turn on a real bench, `serial` and the serial events come from the bench's board (since the turn began or the last compile), `t` on the turn's clock. In challenge mode: the level's brief and its results. circuit_modified: the circuit differs from the setup sheet's (types, ids, properties, wires; not positions or colours), null when unknown. circuit_error: the editor's last refusal of a pushed circuit, returned once.

Discovered
request_meeting

Send Picodev a meeting request. contact: {name, email, company?, phone?}. context: the project in a few sentences (2000 characters at most): what the visitor wants to do, where they stand, what they did in the lab. availabilities: 1 to 10 slots {from, to}, ISO 8601 dates with a time zone, within the next 60 days; or {text}, one sentence ("Tuesday mornings"). Requires consent=true. session and agent_token, optional: the mail also says what the visitor did in the lab. Before passing consent=true, show the visitor the consent text in the visitor's language, and wait until they accept it. In French: "J'accepte que mes coordonnées et la description de mon projet soient envoyées à Picodev par courriel, pour qu'ils me répondent. Picodev les garde 3 ans après le dernier échange et ne les utilise pour rien d'autre. Détails : lab.picodev.fr/confidentialite" In English: "I agree that my contact details and the description of my project are sent to Picodev by e-mail, so that they can answer me. Picodev keeps them for 3 years after our last exchange and uses them for nothing else. Details: lab.picodev.fr/en/privacy" Returns {sent, next}: Picodev answers by e-mail to confirm a slot.

Discovered
session_status

The session's state without its events, cheap enough to poll: browser connected (owner), visibility, current viewer link (not renewed), viewers, created_at and expires_at (Unix seconds), run (compilations so far: event times restart at each), level and levels (null in free mode), capture ({id, kind, state} of the session's capture, logic or analog, or null). Not reported to the human's journal.

Discovered
set_visibility

Change the visibility (private, link, public). Returns the viewer link; current viewers are disconnected.

Discovered
spec_draft

Draft the specification of the visitor's own project with Picodev's interview: you ask the visitor, this tool says what to ask next and makes the PDF. Nothing is sent and nothing is kept. Call it with the sections written so far (none at first). sections: {id: text in simple Markdown}, ids envelope, fonctionPrincipale, fonctions, alimentation, format, environnement, production, preferences, 4000 characters at most each. sections.contact, optional: the contact details the visitor wants printed at the end of the document (1000 characters at most; not part of the interview's progress). language: fr or en, the one the visitor answers in (headings, look_for and questions, the PDF). pdf=true: also the PDF, with Picodev Lab's template; requires title (one line). figures, with pdf=true, optional: the drawings the visitor approved, 3 at most, each {section (a section id), caption (one line), type (png or svg), data (base 64, 200 KiB at most decoded)}, placed after their section's text; an SVG loads nothing (no script, no DTD, href # or data:image/ only). Returns {rules (how to run the interview: follow them), sections [{id, heading, required, state (empty, thin, filled), look_for and questions while not filled}], next (the section to ask about, or null), ready (the four required sections filled: enough for Picodev to start), filename and pdf (base 64) with pdf=true}.

Discovered
submit_answer

Challenge mode: propose `value` as the answer of the current level's test `test` (an answer test of the level's brief). One answer per second at most. The hub checks it and returns {test, ok}; the verdict is also shown in the bench. For a hint, ask the visitor to reveal one in the bench.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected165 ms23
Connected161 ms23