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Run GitHub GraphQL queries and mutations to retrieve and manage repository data.
This MCP tool appears narrowly scoped to sending arbitrary GraphQL queries and mutations to GitHub's GraphQL API; it declares no required secrets and is open source, with no clear high-risk red flags in the provided material. Caution is still warranted because arbitrary GraphQL operations may transmit user-supplied data to GitHub, while community adoption and maintenance signals are weak.
The material states that no API keys or environment variables are required, and no sensitive credential collection is described; this keeps credential exposure relatively low. If a token is later introduced for private GitHub data, it should be scoped with least privilege.
The description explicitly says it executes arbitrary GraphQL queries and mutations against GitHub's API, so network egress is expected and user-supplied queries/data may be sent to GitHub. Although no specific host is listed, the apparent destination is directly related to the stated functionality.
The system flags that this tool executes code or starts a local process, which is a normal MCP capability and warrants caution by default. The provided material does not show requests for system privileges unrelated to GitHub GraphQL functionality, so this alone does not justify a high-risk rating.
The material does not indicate access to local files, databases, or other host resources; the visible data scope is mainly user-submitted GraphQL requests and GitHub API responses. No obvious overbroad data access is described.
This is from a third-party registry, but it does have a public GitHub repository, which is a positive sign for auditability. However, the license is unspecified, community adoption is 0 stars, and maintenance status is unknown, so supply-chain maturity and maintenance signals are weak; review the source and dependencies before use.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "github-graphql-mcp-server" yet — see the docs or source repo.
Use GitHub GraphQL to fetch basic information for a specified repository and its latest 20 issues, including status, labels, and creation time, then organize the results into a structured summary.
A structured repository overview and issue list for quick project status analysis.
Use GitHub GraphQL mutations to bulk add labels, change titles, or update open/closed status for specified issues or pull requests, and list the result of each operation.
Per-item update results showing successes, failures, and relevant returned details.
Query pull request, comment, and review data for a GitHub organization over the past 30 days, summarize contributions by member, and produce concise analysis findings.
Aggregated collaboration metrics by member, plus a brief analysis suitable for reporting.
Manage GitHub repositories, files, and user profiles through MCP actions.
Manage GitHub repositories, labels, topics, and files through API automation.
Manage GitHub repositories, pull requests, issues, and workflows with natural language.
Manage GitHub repositories, branches, pull requests, and commits through an MCP server.
Manage GitHub repos, issues, PRs, code search, and CI status in one place.
Interact with GitHub using natural language and get structured API results.