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MCP : document the tools the MCP server exposes - #256

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@raghavahuja2801

@raghavahuja2801 raghavahuja2801 commented Oct 16, 2026 •

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The MCP guide described what the server can do but never named a tool, even though the coding-agents page already linked to it "for the tool list". Added the list to close that gap.

  • Add overview/mcp/tools.mdx: the core tools grouped into voices, speech and transcription, file uploads, images and video, account and Story Studio along with asset library tools, with what each one does.
  • Add a Tools section to the MCP guide summarising the five groups and linking to the reference.
  • Note voice cloning in the guide intro, which under-sold the scope.
  • Nest both pages under an "MCP Server" group in the sidebar.

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Summary by CodeRabbit

Summary by CodeRabbit

  • Documentation
    • Expanded the MCP Server overview with Story Studio project creation and multi-speaker audio generation details.
    • Added a reference to 37 tools across six areas, covering usage constraints, billing, project editing, generation, and export.
    • Updated navigation and links to make the tools reference easier to find.

The MCP guide described what the server can do but never named a tool,
even though the coding-agents page already linked to it "for the tool
list". Add the list and close that gap.

- Add overview/mcp/tools.mdx: the core tools grouped into voices,
  speech and transcription, file uploads, images and video, and
  account, with what each one does.
- Add a Tools section to the MCP guide summarising the five groups and
  linking to the reference.
- Note voice cloning in the guide intro, which under-sold the scope.
- Nest both pages under an "MCP Server" group in the sidebar.

Covers the core tool set only; Story Studio and asset library tools are
not documented here.

Co-Authored-By: Claude Code <noreply@anthropic.com>
Copilot AI balanced review requested due to automatic review settings October 16, 2026 00:49
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Review in Change Stack →

No actionable comments were generated in the recent review. 🎉

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📒 Files selected for processing: 2
  • overview/mcp.mdx
  • overview/mcp/tools.mdx

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📝 Walkthrough

The MCP overview and navigation now link to a tools reference. The overview describes Story Studio capabilities, tool categories, a sample prompt, and project costs. The reference documents tool purposes, workflows, and usage constraints.

Changes: MCP server documentation

Layer / File(s) Summary
MCP documentation entry points
developer-guide/resources/coding-agents.mdx, docs.json, overview/mcp.mdx
The coding-agent guide and navigation link to the tools reference. The overview describes Story Studio capabilities and costs, adds a prompt, and lists 37 tools across six areas.
MCP tools reference
overview/mcp/tools.mdx
The reference describes tool categories, workflows, constraints, and billing. It covers uploads, media generation, Story Studio revisions, generation, and export.

Priority: ⬇️ Low

Estimated code review effort: 2 (Simple) | ~10 minutes

Change: Other

Merge Risk: ⚪ Minimal · up to b4a0e

The documentation links and tool summary are consistent, with no identified issue blocking merge.

Pre-merge checks: Passed 5
Check name Status Explanation
Description Check Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check Passed The title clearly identifies the main change: documenting the tools exposed by the MCP server. It is concise and directly related to the pull request.
Docstring Coverage Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff. Analyzed 0 functions across 0…
Linked Issues check Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check Passed Check skipped because no linked issues were found for this pull request.
Full details: Docstring Coverage

Explanation

No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff. Analyzed 0 functions across 0 files. (2 skipped: 2 unsupported.)

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Actionable comments posted: 1


  • 🪄 Fix comments: Fix CodeRabbit comments on this PR
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Inline comments:
Review comments at @overview/mcp/tools.mdx:
- Line 67: Align the Story Studio section under the “Story Studio” heading with
the documented MCP scope: if Story Studio is in scope, update the PR description
and five-group summary to include it; otherwise, remove this section.

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  • overview/mcp/tools.mdx
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  • overview/mcp.mdx

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Comment thread overview/mcp/tools.mdx
The tools page covered the core set only, so a large part of the server's
surface was missing. Document the 17 Story Studio tools in three groups
(projects, reading and editing, generating and exporting), and move the
guide's summary to 37 tools across six areas.

Also fixes found reviewing both pages against the tool schemas:

- Restore the retry-duplication warnings the tool descriptions carry.
  studio_create_project and studio_import_document are not idempotent, so
  a retried call after a client-side timeout can duplicate a project or a
  whole import.
- Tie casting to search_voices and state the canonical sequence; the table
  alone left the order implicit.
- Correct blocks as "paragraph or heading" (kind includes headings) and
  rev as required for text, voice, or audio settings, not text or voice.
- Note that uploads feed transcription by URL but Studio import by storage
  key, and cover the web_upload_url fallback.
- Say "any plan other than Free" for export, matching is_paid().
- Drop the "Every tool" claim and the duplicated cost note: the page
  omits the asset library and internal tools, so point at the client's
  own tool list as authoritative.

Co-Authored-By: Claude Code <noreply@anthropic.com>
Rewrite the nine em-dashes in the new tools reference with the punctuation
the rest of the page and the surrounding docs already use: commas for
appositives, a period to split a sentence, and parentheses for one aside.

Co-Authored-By: Claude Code <noreply@anthropic.com>
@cshape

cshape commented Oct 19, 2026

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Thanks Raghav, this was a great addition! It landed in #271 (squashed with you as co-author) together with a follow-up pass that checks everything against the live server and adds the asset library tools. It's live at https://docs.fish.audio/overview/mcp/tools. Closing this one since #271 replaces it.

@cshape cshape closed this Oct 19, 2026

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3 participants