mcp-registry/io.github.mila-gg/mcp-server · v1.0.0
As of 2026-10-19 05:24 UTC, the Mila Gg MCP server is up with a Glimind reliability score of 93/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 6 minutes.
Create and manage documents, spreadsheets, and presentations from your AI assistant.
Claude Code
claude mcp add --transport http mila-gg-mcp-server https://mcp.mila.gg/
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"mila-gg-mcp-server": {
"type": "http",
"url": "https://mcp.mila.gg/"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
23 of 23 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
12 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads. How to fix →
1 tool(s) have parameters with no type (no type/enum/anyOf/$ref).
Give every parameter a "type" (or "enum"/"anyOf"). Untyped parameters make models guess — strings for numbers, objects for arrays. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.mila-gg%2Fmcp-server/fixes
{
"name": "append_rows",
"description": "Append one or more rows of data to a spreadsheet (sheet, excel, workbook) tab. Use \"rows\" for multiple rows or \"values\" for a single row.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"sheet_id",
"tab_id"
],
"properties": {
"rows": {
"type": "array",
"description": "Multiple rows. Each row is an array of values or an object keyed by column letter, e.g. [[\"Alice\", 30], [\"Bob\", 25]] or [{\"A\": \"Alice\", \"B\": 30}]"
},
"tab_id": {
"type": "string",
"description": "Tab ID"
},
"values": {
"description": "Single row as an array or column-letter object, e.g. [\"Alice\", 30] or {\"A\": \"Alice\", \"B\": 30}",
"type": "string"
},
"sheet_id": {
"type": "string",
"description": "Sheet (workbook) ID"
}
},
"additionalProperties": false
}
}{
"name": "create_document",
"description": "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>\").",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"title"
],
"properties": {
"title": {
"type": "string",
"description": "Document title"
},
"content": {
"type": "string",
"description": "HTML content of the document"
},
"server_id": {
"type": "string",
"description": "Server ID to create in (omit for personal)"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
}
}{
"name": "create_sheet",
"description": "Create a new spreadsheet (sheet, excel, workbook) with an initial tab. Use this when asked to create a spreadsheet, table, workbook, tracker, or organize data in rows and columns.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"title"
],
"properties": {
"rows": {
"type": "number",
"description": "Number of rows (default 100)"
},
"cells": {
"type": "object",
"description": "Initial cell data in A1 notation. Each cell is an object with: value (string|number), and optional format: { bold, italic, underline (booleans), color (text hex e.g. \"#FF0000\"), bgColor (background hex), fontSize (number), fontFamily (string), align (\"left\"|\"center\"|\"right\"), numberFormat (\"currency\"|\"percentage\"|\"number\"|\"date\"), decimals (number), currencySymbol (string) }. Example: {\"A1\": {\"value\": \"Name\", \"format\": {\"bold\": true, \"bgColor\": \"#1B3A5C\", \"color\": \"#FFFFFF\"}}}",
"additionalProperties": {}
},
"title": {
"type": "string",
"description": "Workbook title"
},
"columns": {
"type": "number",
"description": "Number of columns (default 26)"
},
"tab_name": {
"type": "string",
"description": "Name of the first tab (default \"Sheet 1\")"
},
"server_id": {
"type": "string",
"description": "Server ID"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.mila-gg/mcp-server"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.mila-gg/mcp-server"}) over MCP.
create_sheet ~361 tokensupdate_sheet_tab ~359 tokensappend_slides ~300 tokenscreate_slide_presentation ~284 tokensupdate_slide_presentation ~244 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.mila-gg%2Fmcp-server?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.mila-gg%2Fmcp-server?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.mila-gg%2Fmcp-server.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.mila-gg%2Fmcp-server.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.mila-gg%2Fmcp-server?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:68dbc15751b090e1…, first seen 2026-10-17, included at leaf 11771 of 25,025. Version history · verify what your client received.
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Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-19 05:24 UTC, the Mila Gg MCP server is up with a Glimind reliability score of 93/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 6 minutes.
Mila Gg MCP server advertises 23 tools, including append_rows, append_slides, append_to_document, create_document, create_sheet.
Point your MCP client at this streamable-http endpoint: https://mcp.mila.gg/
Glimind scanned all 23 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.