MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

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

Read-only probes

MCP server · AI / LLM tooling

The Leos studio

By theleos.studio Verified namespace

Talk to The Leos, a film, photo and design studio in Milan and New York: work, prices, calls.

WebsiteDesign & media
Connect to The Leos studio
Checks passed
11 / 22

3 failed · 8 not measured

Median response
170 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
7

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?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
220
Publisher identityCan the publisher be traced to its source?
312

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 170 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name the-leos.

  • Pass
    Lists tools

    tools/list returned 7 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 170 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 170 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

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

    9 of 23 parameters have a description (39%). The bar is 80%.

  • Fail
    Safety hints

    7 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-06T07:35:37.708409Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using The Leos studio

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 the-leos-studio https://www.theleos.studio/mcp

Capabilities

Tools 7

check_availability

Every open 30-minute call start with the studio for the next three weeks (weekdays, 10:00 to 18:00 Milan time), as Milan wall-clock times (slots), with UTC instants (times) and grouped by day (days). Coarse: start times only.

Discovered
estimate_budget

Starting prices from the rate card (EUR, plus IVA, photo and video included). Final quotes are confirmed by a person.

Discovered
list_services

What The Leos (film, photography and design studio, Milan and New York) makes, who for, and its rentable daylight studio in Milan.

Discovered
list_work

The studio's published projects, optionally filtered by kind (brands, events, businesses) or a word (e.g. 'eyewear', 'jewellery', 'fashion week').

Discovered
request_call

Book a 30-minute call with the studio at one of the slots from check_availability. The client's email is required: a calendar invite with a video link (Microsoft Teams) goes there, and the join link comes back here. The time is checked once more before booking.

Discovered
submit_brief

Send a project brief to the studio on behalf of a client. A person reads it and replies within one working day. Include a way to reach the client.

Discovered
talk_to_the_studio

Talk to The Leos' own agent in plain language, the way a client would: describe the project, ask anything (the work, starting prices, the studio for rent and its kit, the team), and name a call time in words, with the client's email, to book it (a calendar invite with a video link goes to that email). It answers in the studio's voice, one short line, and returns the brief so far, open call times when it offers them, a starting price, the closest work and the brief's page. Pass conversation_id from the last reply to continue. When the brief is confirmed it goes to the studio, and a person replies within one working day.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected170 ms7

Related servers

All alternatives

Same function and industry, ranked by checks passed then median latency.

Explore alternatives to The Leos studio