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Overleaf MCP Server and API by Cotlet

Accept tracked change in Overleaf

overleaf_accept_tracked_change
Read-onlyIdempotent

Accept tracked change in the user's own Overleaf account from ChatGPT, Claude or any AI agent. Returns how to do it in Overleaf step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Overleaf Cloud Browser. Overleaf's official API: Overleaf has no public API to read or change existing projects (checked 5 Nov 2026).

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "overleaf_accept_tracked_change"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false; the description reinforces this with 'opens nothing by itself,' which is valuable because the verb 'accept' would otherwise suggest a mutation. It further discloses the exact return shape (screens, buttons, fields) and the absence of an Overleaf public API, explaining why browser tools must follow. The only gap is that it does not say whether the returned instructions can go stale or fail if the UI differs.

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

Conciseness3/5

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

The core facts are front-loaded in the first sentence, which is good, but the second sentence is a run-on that packs the return value, the no-side-effect guarantee, and the follow-up tool family into one clause chain. The trailing API note with a dated verification ('checked 5 Nov 2026') reads as internal provenance rather than agent-facing guidance and could be compressed.

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

Completeness4/5

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

For a zero-parameter, read-only tool with no output schema, the description covers what it returns and what must happen next, which is the information an agent actually needs to sequence the call. Nothing about preconditions (e.g., the project must be open, a tracked change must exist) is stated, which would have made it fully self-sufficient.

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

Parameters4/5

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

The tool takes zero parameters and the schema is closed (additionalProperties: false), so there is nothing for the description to disambiguate. Baseline 4 applies; no parameter meaning is missing because no parameters exist.

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 names a specific verb and resource (accept a tracked change in the user's Overleaf account) and then clarifies the actual mechanism: it returns step-by-step instructions rather than performing the change. That clarification is what rescues an otherwise misleading name, so an agent knows what it gets back. It stops short of naming a specific sibling as the alternative, but the 'cotlet_browser_*' family reference is explicit enough to route correctly.

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

Usage Guidelines4/5

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

It states the operating context clearly: call this first to get the Overleaf UI steps, then perform the change with the cotlet_browser_* tools in the user's Cloud Browser. The note that Overleaf has no public API for reading or changing existing projects gives the reason this two-step pattern exists. It does not state explicit exclusions (e.g., when to skip this and act directly), which keeps it below a 5.

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

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