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@mattdholloway mattdholloway commented Aug 27, 2025

This aims to reduce the output from the 'worst offending' MCP tools for response length. The main changes are the introduction of new minimal types for API responses, updates to CRUD handlers to use these minimal types, and enhancements to search and commit tools for more configurable output. These changes simplify responses and make the API easier to consume for clients that only need essential information.

Tools Modified

Search and Listing Tools (Added Parameters)

search_repositories - Added minimal_output parameter (default: true) to return minimal repository information instead of full GitHub API objects
get_commit - Added include_diff parameter (default: true) to optionally include file diffs and stats in the response

List Tools (Modified to Return Minimal Objects)

list_commits - Modified to return minimal commit objects with essential fields only
list_branches - Modified to return minimal branch objects (name, SHA, protected status)

CRUD Tools (Modified to Return URL-Only Response)

create_repository - Modified to return minimal response containing only the repository URL
fork_repository - Modified to return minimal response containing only the repository URL
create_pull_request - Modified to return minimal response containing only the pull request URL
update_pull_request - Modified to return minimal response containing only the pull request URL
create_issue - Modified to return minimal response containing only the issue URL
update_issue - Modified to return minimal response containing only the issue URL
create_gist - Modified to return minimal response containing only the gist URL
update_gist - Modified to return minimal response containing only the gist URL

@mattdholloway mattdholloway changed the title add comprehensive minimal response where appropriate Add comprehensive minimal response where appropriate Aug 27, 2025
@mattdholloway mattdholloway marked this pull request as ready for review August 27, 2025 14:42
@mattdholloway mattdholloway requested a review from a team as a code owner August 27, 2025 14:42
@Copilot Copilot AI review requested due to automatic review settings August 27, 2025 14:42
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@mattdholloway mattdholloway changed the title Add comprehensive minimal response where appropriate Add comprehensive minimal response to CRUD tools, repositories and search toolsets Aug 27, 2025
@mattdholloway mattdholloway changed the title Add comprehensive minimal response to CRUD tools, repositories and search toolsets Add minimal response to CRUD tools, repositories and search toolsets Aug 27, 2025
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tonytrg commented Aug 28, 2025

Great work! I have not been much involved in the recent discussions about the size of tool call responses,
so this is just some thinking out loud. Nothing that blocks this pr.

but do you think instead of selectively picking specific tools and downsizing their response we could do:

  • new param responsemode
    • optional
    • default minimal
    • values: minimal, full

Something reusable for every other tool where the api response is unnecessary long.

So kinda stays the same as this pr, only now they can fall back to the old/full response if they need to.

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@LuluBeatson LuluBeatson linked an issue Sep 1, 2025 that may be closed by this pull request
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Pull Request Overview

This PR adds minimal response options to various GitHub MCP tools to reduce output verbosity. The changes introduce optional parameters to return concise responses instead of full GitHub API objects, addressing the need for more efficient data transfer in MCP tools.

  • Added minimal_output parameter to search_repositories (default: true) and include_diff parameter to get_commit (default: true)
  • Modified list operations (list_commits, list_branches) to return minimal objects by default
  • Updated CRUD operations to return only URLs in minimal response format

Reviewed Changes

Copilot reviewed 15 out of 15 changed files in this pull request and generated 1 comment.

Show a summary per file
File Description
pkg/github/server.go Added OptionalBoolParamWithDefault helper function
pkg/github/search.go Added minimal output option to repository search
pkg/github/repositories.go Updated commit and branch operations to use minimal responses
pkg/github/pullrequests.go Modified PR CRUD operations to return minimal responses
pkg/github/issues.go Updated issue CRUD operations to return minimal responses
pkg/github/gists.go Modified gist CRUD operations to return minimal responses
pkg/github/minimal_types.go Added new minimal response type definitions
Test files Updated tests to verify minimal response formats
Documentation Updated README and tool snapshots with new parameters

Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.

@LuluBeatson
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LuluBeatson commented Sep 1, 2025

Estimated output length savings

Token counts provided with OpenAI tokenizer for reference, but proporional savings will be similar across models.

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@mattdholloway mattdholloway merged commit 358a415 into main Sep 1, 2025
16 checks passed
@mattdholloway mattdholloway deleted the reduce-output-fields branch September 1, 2025 17:13
LuluBeatson added a commit to ipapapa/github-mcp-server that referenced this pull request Sep 2, 2025
…ets (github#988)

* add comprehensive minimal response where appropriate

* remove unneeded comments

* remove incorrect diff param

* update docs

* rm comment

* Update pkg/github/repositories.go

Co-authored-by: Lulu <[email protected]>

* update toolsnaps and docs

* change minimal_output to use new OptionalBoolParamWithDefault

* Update pkg/github/repositories.go

Co-authored-by: Lulu <[email protected]>

* refactor minimal conversion funcs to minimal_types.go

* consolidate response structs and remove unneeded message field

* consolidate response further

* remove CloneURL field

* Update pkg/github/repositories.go

Co-authored-by: Copilot <[email protected]>

* Update pkg/github/server.go

Co-authored-by: Copilot <[email protected]>

* fix undefined

* change incorrect comment

* remove old err var declaration

* Update pkg/github/repositories.go

Co-authored-by: Copilot <[email protected]>

* fix syntax issue

* update toolsnaps

---------

Co-authored-by: Lulu <[email protected]>
Co-authored-by: Copilot <[email protected]>
LuluBeatson added a commit that referenced this pull request Sep 4, 2025
* docs: Add Google Gemini CLI installation guide and integration

- Add comprehensive installation guide for Google Gemini CLI
- Include Docker and binary configuration options
- Add authentication setup for Gemini API and Vertex AI
- Update main README.md to include Gemini CLI in installation guides
- Update installation guides index with Gemini CLI entry and support matrix
- Follow established documentation patterns and security best practices

* Fix Gemini CLI command syntax and add remote server method

- Replace all 'gemini-cli' commands with correct 'gemini' syntax
- Fix verification commands to use '/mcp list' and '/tools' prompts
- Add httpUrl remote server method as primary configuration option
- Update config file paths from settings.json to config.json
- Correct npx installation command syntax
- Add link to official Gemini CLI documentation

Addresses feedback from soisyourface in PR review.

* Emphasize official Gemini CLI documentation link

Reduce detailed installation steps and direct users to official docs for
up-to-date instructions, addressing reviewer feedback about maintainability.

* Fix Gemini CLI configuration file name: config.json -> settings.json

The correct configuration file for Gemini CLI is settings.json, not config.json.
This applies to both global (~/.gemini/settings.json) and project-specific
(.gemini/settings.json) configurations as confirmed by official documentation.

* Remove Gemini CLI installation and authentication sections

Removed lines 11-41 containing Gemini CLI installation commands and
authentication setup instructions.

* Add Podman as Docker alternative in prerequisites

Added Podman as container engine option alongside Docker.

* Remove references to deprecated npm package

* Add comprehensive ~/.gemini/.env file example

* Fix authorization header to use literal token placeholder

Environment variable substitution in headers is not yet supported
by Gemini CLI (see google-gemini/gemini-cli#5282).

* Add issue types (#869)

* feat: add type to issues

* test: add `type` test for create and update issues

* Generate docs and toolsnaps

* Update pkg/github/issues.go

Co-authored-by: Copilot <[email protected]>

* Use github ptr

---------

Co-authored-by: Pranav RK <[email protected]>
Co-authored-by: Pranav RK <[email protected]>
Co-authored-by: Alon Kenneth <[email protected]>
Co-authored-by: Copilot <[email protected]>

* Enable Dependabot (#654)

* Create/Update dependabot.yaml

* Apply suggestion from @Copilot

Co-authored-by: Copilot <[email protected]>

---------

Co-authored-by: Copilot <[email protected]>

* Bump SDK version to 0.36.0 (#863)

* Use server.ServerResourceTemplate and server.ServerPrompt wrappers (#886)

* Update "Close inactive issues" workflow to close issues after 180 days of inactivity (#909)

* update PR_DAYS_BEFORE_STALE

* update to mark as stale after 60 days

* Update Claude MCP install guide after testing (#706)

* Revise Claude installation guide

- Verified Claude Code installation steps
- Identified and documented issues with Claude Desktop setup
- Updated installation documentation based on testing

* Revise instructions for opening Claude Code

Updated recommendations for opening Claude Code.

* Update docs/installation-guides/install-claude.md

Co-authored-by: Copilot <[email protected]>

* Update docs/installation-guides/install-claude.md

Co-authored-by: Copilot <[email protected]>

* Update installation guide for Claude setup

Added installation option for using Claude Code using a release binary.

* Change section title for Go Binary installation

Updated section title for clarity regarding installation without Docker.

* Close double quote in bash command

---------

Co-authored-by: Copilot <[email protected]>
Co-authored-by: LuluBeatson <[email protected]>
Co-authored-by: Matt Holloway <[email protected]>
Co-authored-by: Tommaso Moro <[email protected]>

* Add actions job log buffer and profiler (#866)

* add sliding window for actions logs

* refactor: fix sliding

* remove trim content

* only use up to 1mb of memory for logs

* update to tail lines in second pass

* add better memory usage calculation

* increase window size to 5MB

* update test

* update vers

* undo vers change

* add incremental memory tracking

* use ring buffer

* remove unused ctx param

* remove manual GC clear

* fix cca feedback

* extract ring buffer logic to new package

* handle log content processing errors and use correct param for maxjobloglines

* fix tailing

* account for if tailLines exceeds window size

* add profiling thats reusable

* remove profiler testing

* refactor profiler: introduce safeMemoryDelta for accurate memory delta calculations

* linter fixes

* Update pkg/buffer/buffer.go

Co-authored-by: Copilot <[email protected]>

* use flag for maxJobLogLines

* add param passing for context window size

* refactor: rename contextWindowSize to contentWindowSize for consistency

* fix: use tailLines if bigger but only if <= 5000

* fix: limit tailLines to a maximum of 500 for log content download

* Update cmd/github-mcp-server/main.go

Co-authored-by: Adam Holt <[email protected]>

* Update cmd/github-mcp-server/main.go

Co-authored-by: Adam Holt <[email protected]>

* move profiler to internal/

* update actions test with new profiler location

* fix: adjust buffer size limits

* make line buffer 1028kb

* fix mod path

* change test to use same buffer size as normal use

* improve test for non-sliding window implementation to not count empty lines

* make test memory measurement more accurate

* remove impossible conditional

---------

Co-authored-by: Copilot <[email protected]>
Co-authored-by: Adam Holt <[email protected]>

* Add get_release_by_tag tool (#938)

* add get_release_by_tag tool

* add tool

* add tests

* autogen

* remove comment

* docs(readme): Update readme to point to correct installation guides index (#892)

* docs(readme): Update readme to point to correct installation guides index

* feat(contributors): add list_repository_contributors tool

* Revert "feat(contributors): add list_repository_contributors tool"

This reverts commit ece480e.

---------

Co-authored-by: Tommaso Moro <[email protected]>

* Add Global Security Advisories Toolset (#919)

* Repository security advisories (#925)

* Add support for listing repo level security advisories

* Add support for listing repo security advisories at the org level

* Update Cursor installation link (#940)

* use new link

* update local install link

* Change role from "system" to "user" in prompt messages for `AssignCodingAgentPrompt` and `IssueToFixWorkflowPrompt`. Role "system" is not allowed by Claude Code in MCP provided prompt (allowed only role "user" and "assistant") (#941)

Co-authored-by: 0xGosu <[email protected]>

* Local MCP is supported

* Refactor Gemini CLI install guide

* Remove Bearer from Authorization header

* Add reference to main README for latest config

* Bearer needed for headers, add references

* Add minimal response to CRUD tools, `repositories` and `search` toolsets (#988)

* add comprehensive minimal response where appropriate

* remove unneeded comments

* remove incorrect diff param

* update docs

* rm comment

* Update pkg/github/repositories.go

Co-authored-by: Lulu <[email protected]>

* update toolsnaps and docs

* change minimal_output to use new OptionalBoolParamWithDefault

* Update pkg/github/repositories.go

Co-authored-by: Lulu <[email protected]>

* refactor minimal conversion funcs to minimal_types.go

* consolidate response structs and remove unneeded message field

* consolidate response further

* remove CloneURL field

* Update pkg/github/repositories.go

Co-authored-by: Copilot <[email protected]>

* Update pkg/github/server.go

Co-authored-by: Copilot <[email protected]>

* fix undefined

* change incorrect comment

* remove old err var declaration

* Update pkg/github/repositories.go

Co-authored-by: Copilot <[email protected]>

* fix syntax issue

* update toolsnaps

---------

Co-authored-by: Lulu <[email protected]>
Co-authored-by: Copilot <[email protected]>

* initial org repo create support (#1023)

---------

Co-authored-by: JoannaaKL <[email protected]>
Co-authored-by: Pranav RK <[email protected]>
Co-authored-by: Pranav RK <[email protected]>
Co-authored-by: Alon Kenneth <[email protected]>
Co-authored-by: Copilot <[email protected]>
Co-authored-by: Zack Koppert <[email protected]>
Co-authored-by: Ksenia Bobrova <[email protected]>
Co-authored-by: Tommaso Moro <[email protected]>
Co-authored-by: Dimitrios Philliou <[email protected]>
Co-authored-by: LuluBeatson <[email protected]>
Co-authored-by: Matt Holloway <[email protected]>
Co-authored-by: Adam Holt <[email protected]>
Co-authored-by: Rebecca Biju <[email protected]>
Co-authored-by: Jurre <[email protected]>
Co-authored-by: 0xGosu <[email protected]>
Co-authored-by: Lulu <[email protected]>
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Enable concise responses to API requests
3 participants