MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

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

Read-only probes

MCP server · File & docs

Mila

Create and manage documents, spreadsheets, and presentations from your AI assistant.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
1164 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?
004
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?
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 1164 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name Mila.

  • 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 1164 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 1164 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.

  • Pass
    Parameters documented

    74 of 74 parameters have a description (100%). The bar is 80%.

  • Fail
    Safety hints

    23 tools set neither readOnlyHint nor 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.

  • Fail
    Recently updated

    Updated 2026-03-30T05:59:36.525689Z, which is older than 180 days.

  • Not measured
    Open-source licence

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

Start using Mila

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 mila https://mcp.mila.gg/

Capabilities

Tools 23

append_rows

Append one or more rows of data to a spreadsheet (sheet, excel, workbook) tab. Use "rows" for multiple rows or "values" for a single row.

Discovered
append_slides

Append one or more slides to an existing presentation (slides, powerpoint, deck, keynote).

Discovered
append_to_document

Append HTML content to the end of an existing document (doc, word, note) without replacing existing content.

Discovered
create_document

Create a new document. Use this when asked to create, write, draft, or compose a document, doc, note, page, article, or word document. Content should be HTML (e.g. "<p>Hello</p>").

Discovered
create_sheet

Create a new spreadsheet (sheet, excel, workbook) with an initial tab. Use this when asked to create a spreadsheet, table, workbook, tracker, or organize data in rows and columns.

Discovered
create_sheet_tab

Add a new tab to a spreadsheet (sheet, excel, workbook).

Discovered
create_slide_presentation

Create a new slide presentation (slides, powerpoint, deck, keynote). Use this when asked to create a presentation, slide deck, or slideshow. Each slide has "html" content and optional "background" and "notes".

Discovered
delete_document

Permanently delete a document (doc, word, note) by ID.

Discovered
delete_sheet

Permanently delete a spreadsheet (sheet, excel, workbook) and all its tabs.

Discovered
delete_sheet_tab

Delete a tab from a spreadsheet (sheet, excel, workbook). Cannot delete the last remaining tab.

Discovered
delete_slide_presentation

Permanently delete a slide presentation (slides, powerpoint, deck, keynote).

Discovered
get_document

Get a document (doc, word, note, page) by ID, including its full content (title, HTML body, metadata).

Discovered
get_sheet

Get a spreadsheet (sheet, excel, workbook) by ID, including all tabs and their cell data in A1 notation.

Discovered
get_sheet_tab

Get a single tab from a spreadsheet (sheet, excel, workbook), including all cell data in A1 notation.

Discovered
get_slide_presentation

Get a slide presentation (slides, powerpoint, deck, keynote) by ID, including all slide data.

Discovered
list_documents

List all documents (docs, word, notes, pages). Use this when asked to list, find, or search documents, notes, drafts, or written content. Supports pagination, sorting, and filtering by workspace.

Discovered
list_servers

List all workspaces (servers) you have access to.

Discovered
list_sheets

List all spreadsheets (sheets, excel, workbooks) with their tab metadata (no cell data). Use this when asked to list, find, or search spreadsheets, workbooks, tables, or tabular data.

Discovered
list_slides

List all slide presentations (slides, powerpoint, deck, keynote). Use this when asked to list, find, or search presentations, decks, or slideshows.

Discovered
update_document

Update an existing document (doc, word, note). Supply a new title and/or HTML content to replace the body.

Discovered
update_sheet

Update spreadsheet (sheet, excel, workbook) workbook-level properties (currently only title).

Discovered
update_sheet_tab

Update a spreadsheet (sheet, excel, workbook) tab: merge cells, rename, change color, or resize the grid. Set a cell value to null to clear it.

Discovered
update_slide_presentation

Update a slide presentation (slides, powerpoint, deck, keynote): title, slide data, theme, or aspect ratio.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected1164 ms23