GitHub MCP server
Shares rank 13 of 21 MCP servers by recommenders
Lets AI agents handle GitHub repos, branches and pull requests from plain prompts. Critics say it uses many context tokens and the gh command-line tool works better.
Lets AI agents handle GitHub repos, branches and pull requests from plain prompts. Critics say it uses many context tokens and the gh command-line tool works better.
22 people gave an opinion
- recommend it
- 7
- criticize it
- 15
- approval share
- 32%
Recommended in 7 of 13 months
- November 2025: recommended
- December 2025: recommended
- January 2026: recommended
- February 2026: recommended
- March 2026: recommended
- April 2026: not recommended
- May 2026: not recommended
- June 2026: not recommended
- July 2026: not recommended
- August 2026: recommended
- September 2026: recommended
- October 2026: not recommended
- November 2026: not recommended (month in progress)
Why it doesn’t carry the badge
- 7 people recommend itNeeds 10 or more, not met.
- 0.4 recommenders for every criticNeeds 2 to 1 or better, not met.
- Recommended in 7 of 13 monthsNeeds 4 or more, met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Works well for GitHub tasks
“those that I have used (GitHub, Atlassian, Glean, BuildKite, Figma, Google Workspace, etc) work very well”
Comment from 17 Nov 2025 in “What if you don't need MCP at all?” “GitHub MCP handled repo creation, branching and PR with description from natural language prompts.”
Comment from 15 Mar 2026 in “Show HN: MCP servers inside Antigravity are underrated – tried 2 of them” “give it tools like playwright and github MCP for upstream context and search”
Comment from 30 Aug 2026 in “vLLM v0.28.0”
What people warn about
Each mark is one comment
Gh command line works better
“I found claude was better (trained?) with the gh command line than with the github mcp.”
Comment from 21 Sep 2026 in “MCP was always a bad idea?” “instead of the GitHub MCP, you just make a skill describing how to use the `gh` cli”
Comment from 20 Dec 2025 in “Skills Officially Comes to Codex” “Using the gh CLI worked far better than the GitHub MCP.”
Comment from 10 Feb 2026 in “Show HN: Model Tools Protocol (MTP) – Forget MCP, bash is all you need” - Comment from 25 Feb 2026 in “I made MCP cheaper in one command”
- Comment from 11 Apr 2026 on Hacker News
- Comment from 23 Aug 2026 in “New MCP Roadmap”
Uses many context tokens
“GitHub's schemas have 8,000-character descriptions, redundant type restating, embedded markdown”
Comment from 20 Mar 2026 in “I Mass-Deleted My MCP Servers. Here's What I Use Instead” “You don't need a context-polluting Github MCP that takes 10+% of your precious context window”
Comment from 10 Jan 2026 in “How to Code Claude Code in 200 Lines of Code” “token costs vary 440x (GitHub official: 20,444 tokens; sqlite: 46)”
Comment from 23 Mar 2026 in “MCP Registry – Open-source discovery layer for 20 Model Context Protocol servers” - Comment from 17 Nov 2025 in “What if you don't need MCP at all?”
- Comment from 1 Mar 2026 in “MCP is dead. Long live the CLI”
- Comment from 24 Nov 2025 in “Claude Advanced Tool Use”
Misses some simple tasks
“still missed actionable comments that are marked as Out of Scope or Outside the PR”
Comment from 17 Jan 2026 in “Show HN: I built a tool to assist AI agents to know when a PR is good to go” “the GitHub MCP not being able to do simple things such as update release markdown”
Comment from 14 Apr 2026 in “Claude Code Routines”
Other MCP servers people recommend
The four most recommended other MCP servers, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Playwright MCP | 40 | 22 | 65% | 11 | — | — |
| Context7 | 40 | 7 | 85% | 10 | — | Approved |
| Chrome DevTools MCP | 36 | 22 | 62% | 9 | — | — |
| Serena MCP | 18 | 3 | 86% | 9 | — | Approved |
| GitHub MCP serverThis page | 7 | 15 | 32% | 7 | — | — |
What people said
23 of the 24 comments that mention it, newest first. Each links to the original comment.
“I found claude was better (trained?) with the gh command line than with the github mcp.”
“this article is not doing justice to the MCP server IMHO”
“give it tools like playwright and github MCP for upstream context and search”
“gh is way more efficient than using the github MCP”
“the GitHub MCP not being able to do simple things such as update release markdown”
“One learning we had is that most of the time CLI > MCP”
“There's almost no practical reason to use their MCP except for some of the different handling of security”
“token costs vary 440x (GitHub official: 20,444 tokens; sqlite: 46)”
“GitHub's schemas have 8,000-character descriptions, redundant type restating, embedded markdown”
“GitHub MCP handled repo creation, branching and PR with description from natural language prompts.”
“The GH MCP burning tokens is an issue on the GH MCP server”
“You can try it out with `gh` rather than `Github MCP`.”
“we found mcp-servr-github harvesting env vars”
“Using the gh CLI worked far better than the GitHub MCP.”
“I can use the GitHub MCP without installing anything on my machine at all.”
“still missed actionable comments that are marked as Out of Scope or Outside the PR”
“You don't need a context-polluting Github MCP that takes 10+% of your precious context window”
“Think about a GitHub or Jira MCP server - commandline alone they are sure to make mistakes with REST requests, API schema etc.”
“instead of the GitHub MCP, you just make a skill describing how to use the `gh` cli”
“GitHub: 35 tools (~26K tokens)”
“the experience is much more deterministic and flexible”
“Right now loading GitHub MCP takes something like 50k tokens.”
“those that I have used (GitHub, Atlassian, Glean, BuildKite, Figma, Google Workspace, etc) work very well”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.