Best MCP servers for github workflows
Ranked for the task “manage GitHub repositories and issues”. Relevance comes from retrieval and a dedicated reranker; the rest comes from recorded measurements.
30 servers ranked by task relevance and recorded signals. How ranking works.
| # | Server | Recorded evidence | Grade | Score | |
|---|---|---|---|---|---|
| 1 | io.github.github/github-mcp-serverConnect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language. |
| — | 0.739 | Scorecard |
| 2 | io.github.sandovalrr/project-contextSafely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud. |
| — | 0.721 | Scorecard |
| 3 | io.github.aifity/omnigit-mcpConnect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations. |
| — | 0.627 | Scorecard |
| 4 | io.github.zzstoatzz/tangled-mcpMCP server for Tangled git platform. Manage repositories, branches, and issues on tangled.org. |
| — | 0.616 | Scorecard |
| 5 | com.mcparmory/githubManage repositories, users, releases, and automate GitHub workflows |
| — | 0.586 | Scorecard |
| 6 | io.github.mmedum/gitlab-mcpGitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI. |
| — | 0.451 | Scorecard |
| 7 | io.github.dpesch/mantisbt-mcp-serverMantisBT MCP server – manage issues, notes, files, tags, and relationships. With semantic search. |
| — | 0.426 | Scorecard |
| 8 | io.github.amithkukllod777/kukgitRead and write KukGit repositories, files, issues and pull requests from an AI assistant. |
| — | 0.421 | Scorecard |
| 9 | io.github.Abhishekkumar2021/githubGitHub via MCP: search, repos, issues, PRs, files, notifications. OAuth device flow or token. |
| — | 0.401 | Scorecard |
| 10 | io.github.lawp09/bitbucket-mcpMCP server for Bitbucket API - manage repositories, pull requests, comments, pipelines and more |
| — | 0.358 | Scorecard |
| 11 | io.github.beadhive/beadhiveManage cross-repository beads work, hive status, and Beadhive workflows through bh-mcp. |
| — | 0.346 | Scorecard |
| 12 | io.github.beadhive/beadhiveManage cross-repository beads work, hive status, and Beadhive workflows through bh-mcp. |
| — | 0.346 | Scorecard |
| 13 | io.github.beadhive/beadhiveManage cross-repository beads work, hive status, and Beadhive workflows through bh-mcp. |
| — | 0.345 | Scorecard |
| 14 | io.github.beadhive/beadhiveManage cross-repository beads work, hive status, and Beadhive workflows through bh-mcp. |
| — | 0.344 | Scorecard |
| 15 | io.github.varaprasadreddy9676/huly-mcpMCP server for Huly — manage projects, issues, documents and more via natural language. |
| — | 0.289 | Scorecard |
| 16 | si.sigit/cliRun sigit.si locally: browse repos, search code, manage PRs, issues, and Cloud Sessions. |
| — | 0.260 | Scorecard |
| 17 | io.github.seayniclabs/mooringGit and GitHub operations — repo status, diffs, branches, PRs, issues, and Actions. |
| — | 0.249 | Scorecard |
| 18 | dev.reapx/github-reposScrape GitHub repository metadata, stars, forks, topics, licences and activity. Pay per row. |
| — | 0.243 | Scorecard |
| 19 | ink.ml/inkDeploy and manage applications, databases, domains, and git repos |
| — | 0.212 | Scorecard |
| 20 | io.github.jztan/redmine-mcp-serverMCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking |
| — | 0.187 | Scorecard |
| 21 | com.mcparmory/bitbucketManage repositories, branches, webhooks, and pull requests in Bitbucket workspaces |
| — | 0.184 | Scorecard |
| 22 | io.github.thedhruv-07/github-repo-mcpMCP server for GitHub repo health, commit summaries, issue triage, and RAG Q&A. |
| — | 0.182 | Scorecard |
| 23 | com.ones/onesManage ONES projects, issues, tests, work hours, and Wiki knowledge. |
| — | 0.155 | Scorecard |
| 24 | com.shpbl/repository-audit-and-repairAudit and repair any public GitHub repo. Free survey; paid source, unified diffs and a pull request. |
| — | 0.136 | Scorecard |
| 25 | io.github.aaronsb/jira-cloudMCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom fields |
| — | 0.134 | Scorecard |
| 26 | io.github.rog0x/githubGitHub analytics - repos, PRs, issues, releases, contributors |
| — | 0.122 | Scorecard |
| 27 | dev.arlet/mcpCreate, deploy, and operate MCP servers directly from your GitHub repositories. |
| — | 0.093 | Scorecard |
| 28 | dev.agentdiet/github-auditEvaluates any GitHub repository for license risk, maintenance velocity, stars/forks, and supply-c. |
| — | 0.082 | Scorecard |
| 29 | io.github.digitalgremlin/github-repo-intelligence-mcpGitHub repo maintainability verdicts—maintained, slowing, at-risk, abandoned—via MCP. |
| — | 0.072 | Scorecard |
| 30 | si.sigit/sigitMCP server for siGit (sigit.si): browse repos, search code, manage PRs/issues, web search. |
| — | 0.069 | Scorecard |
Unknown evidence is never counted as a pass. Scores are comparative signals, not a guarantee of safety or suitability.