{"tool":{"slug":"github","name":"GitHub","url":"https://canagentsuse.com/tools/github","websiteUrl":"https://github.com","docsUrl":"https://docs.github.com","githubUrl":"https://github.com/github","tagline":"Code hosting, issues, Actions, and automation APIs.","shortDescription":"GitHub is one of the strongest agent-operated platforms thanks to git, gh CLI, REST, GraphQL, and Actions.","agentSummary":"Agents can create repos, push code, inspect issues, open PRs, run workflows, and read review feedback through CLI and APIs.","bestFor":"Repository operations, CI, code review, issue triage, and release flows.","cautionNotes":"Key limitations: Permission scopes and org policies matter; destructive git operations need guardrails. Deploys, secret changes, IAM, billing, networking, deletes, and rollback paths have high production blast radius; require scoped credentials and review gates. MCP servers inherit the connected account's scopes and may send prompts or data to third-party services; configure read-only or narrow scopes when available. CLI access is powerful but can run destructive local or production commands; prefer dry runs, preview environments, and non-production credentials.","pricingSummary":"Public pricing with free, Team, Enterprise, Actions, storage, and Copilot dimensions.","authModel":"Git credentials, fine-grained PATs, GitHub Apps, OAuth, device login, and remote MCP OAuth/PAT authentication.","accountCreation":"Self-serve signup with email verification.","browserSupport":"The web UI is agent-operable for logged-in workflows when APIs are insufficient.","cliPackage":"gh","apiBaseUrl":"https://api.github.com","mcpServer":"https://api.githubcopilot.com/mcp/","agentScore":82,"agentTier":"Strong","scoreBreakdown":{"score":82,"tier":"Strong","summary":"Strong: 82/100. Strongest in machine operability; weakest in production reliability.","groups":[{"key":"operability","label":"Machine operability","weight":25,"score":24,"maxScore":25,"signals":[{"slug":"api","label":"API","weight":10,"score":10,"maxScore":10,"supportLevel":"native","evidence":"REST and GraphQL APIs cover most platform data."},{"slug":"mcp","label":"MCP","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"GitHub's official MCP server supports repository, issue, pull request, Actions, code search, and support-doc workflows."},{"slug":"cli","label":"CLI","weight":6,"score":6,"maxScore":6,"supportLevel":"native","evidence":"Official gh CLI covers repo, PR, issue, release, workflow, and auth tasks."},{"slug":"browser","label":"Browser fallback","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Browser flows are useful for settings and marketplace gaps."}]},{"key":"safety","label":"Agent safety","weight":25,"score":17.4,"maxScore":25,"signals":[{"slug":"sandbox","label":"Sandbox or test mode","weight":10,"score":5,"maxScore":10,"supportLevel":"partial","evidence":"The tool has documented test, local, preview, self-hosted, or staging paths that let agents validate changes away from production."},{"slug":"scoped-auth","label":"Scoped auth","weight":6,"score":6,"maxScore":6,"supportLevel":"native","evidence":"Auth supports scoped or permissioned access."},{"slug":"dry-run-preview","label":"Dry-run or preview","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"Tool exposes preview, test, local, or branching workflows."},{"slug":"human-review","label":"Human review guidance","weight":3,"score":2.4,"maxScore":3,"supportLevel":"strong","evidence":"Caution notes identify workflows that need human review."},{"slug":"idempotency","label":"Idempotency or retry safety","weight":2,"score":0,"maxScore":2,"supportLevel":"unknown","evidence":"No clear evidence found."}]},{"key":"readability","label":"Agent readability","weight":20,"score":17.4,"maxScore":20,"signals":[{"slug":"docs-quality","label":"Docs quality","weight":8,"score":6.4,"maxScore":8,"supportLevel":"strong","evidence":"Docs include API references, auth, webhooks, and Actions examples."},{"slug":"pricing-clarity","label":"Pricing clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Public pricing with free, Team, Enterprise, Actions, storage, and Copilot dimensions."},{"slug":"evidence-depth","label":"Evidence links","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"8 signal evidence links listed."},{"slug":"docs-url","label":"Dedicated docs URL","weight":3,"score":3,"maxScore":3,"supportLevel":"native","evidence":"Dedicated documentation URL is listed."}]},{"key":"setup","label":"Auth and setup","weight":15,"score":13,"maxScore":15,"signals":[{"slug":"account-creation","label":"Account setup","weight":7,"score":5.6,"maxScore":7,"supportLevel":"strong","evidence":"Self-serve signup with email verification."},{"slug":"auth-clarity","label":"Auth model clarity","weight":5,"score":5,"maxScore":5,"supportLevel":"native","evidence":"Git credentials, fine-grained PATs, GitHub Apps, OAuth, device login, and remote MCP OAuth/PAT authentication."},{"slug":"self-serve","label":"Self-serve onboarding","weight":3,"score":2.4,"maxScore":3,"supportLevel":"strong","evidence":"Onboarding appears self-serve or testable."}]},{"key":"reliability","label":"Production reliability","weight":15,"score":10.2,"maxScore":15,"signals":[{"slug":"webhook-events","label":"Webhooks or events","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Tool documents webhooks, events, or notification flows."},{"slug":"logs-audit","label":"Logs or audit trail","weight":4,"score":3.2,"maxScore":4,"supportLevel":"strong","evidence":"Tool exposes logs, traces, or audit-friendly records."},{"slug":"versioned-api","label":"Versioned API","weight":3,"score":3,"maxScore":3,"supportLevel":"native","evidence":"Tool exposes a versioned or stable API surface."},{"slug":"rate-limit-clarity","label":"Rate limit clarity","weight":3,"score":0,"maxScore":3,"supportLevel":"unknown","evidence":"No clear evidence found."}]}]},"launchScore":820,"isFeatured":true,"categories":[{"slug":"project-workflows","name":"Project workflows","description":"Issues, docs, CRM, spreadsheets, and team operations.","sortOrder":90},{"slug":"deployment-infra","name":"Deployment & infra","description":"Hosting, serverless, queues, workers, and cloud operations.","sortOrder":60}],"useCases":[{"slug":"ship-app","name":"Ship an app","description":"Provision infra, deploy, monitor, and iterate on production apps."},{"slug":"triage-work","name":"Triage work","description":"Inspect issues, tasks, documents, analytics, and production signals."}],"capabilities":[{"slug":"cli","name":"CLI","group":"Agent access","supportLevel":"native","detail":"Official gh CLI covers repo, PR, issue, release, workflow, and auth tasks.","evidenceUrl":"https://cli.github.com/manual/"},{"slug":"api","name":"API","group":"Agent access","supportLevel":"native","detail":"REST and GraphQL APIs cover most platform data.","evidenceUrl":"https://docs.github.com/en/rest"},{"slug":"mcp","name":"MCP","group":"Agent access","supportLevel":"native","detail":"GitHub's official MCP server supports repository, issue, pull request, Actions, code search, and support-doc workflows.","evidenceUrl":"https://github.com/github/github-mcp-server"},{"slug":"browser","name":"Browser","group":"Agent access","supportLevel":"strong","detail":"Browser flows are useful for settings and marketplace gaps.","evidenceUrl":"https://docs.github.com"},{"slug":"account-creation","name":"Account creation","group":"Onboarding","supportLevel":"strong","detail":"Self-serve signup with email verification.","evidenceUrl":"https://github.com"},{"slug":"pricing-clarity","name":"Pricing clarity","group":"Buying","supportLevel":"strong","detail":"Public pricing with free, Team, Enterprise, Actions, storage, and Copilot dimensions.","evidenceUrl":"https://github.com/pricing"},{"slug":"docs-quality","name":"Docs quality","group":"Understanding","supportLevel":"strong","detail":"Docs include API references, auth, webhooks, and Actions examples.","evidenceUrl":"https://docs.github.com"},{"slug":"sandbox","name":"Sandbox","group":"Safety","supportLevel":"partial","detail":"The tool has documented test, local, preview, self-hosted, or staging paths that let agents validate changes away from production.","evidenceUrl":"https://docs.github.com"}]}}