{"tool":{"slug":"linear","name":"Linear","url":"https://www.canagentsuse.com/tools/linear","websiteUrl":"https://linear.app","docsUrl":"https://developers.linear.app","githubUrl":null,"tagline":"Issue tracking and product workflows with a strong API.","shortDescription":"A polished issue tracker with GraphQL API, webhooks, OAuth, and team/project workflows.","agentSummary":"Agents can create, update, search, and triage issues, projects, comments, and related Linear objects through GraphQL or Linear's official MCP server.","bestFor":"Issue triage, roadmaps, changelogs, and lightweight project operations.","cautionNotes":"Key limitations: Workspace conventions and prioritization still need team context. Project, CRM, document, and spreadsheet writes depend on team context and privacy rules; require least-privilege scopes and review for workflow-changing actions. 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. API automation needs client-side throttling, idempotency where supported, pagination limits, retries, and audit logging.","pricingSummary":"Public per-seat pricing with free and paid plans.","authModel":"API keys, OAuth apps, webhooks, and authenticated remote MCP.","accountCreation":"Self-serve workspace signup.","browserSupport":"Browser UI is highly usable for manual review and operations.","cliPackage":null,"apiBaseUrl":"https://api.linear.app/graphql","mcpServer":"https://mcp.linear.app/mcp","agentScore":70,"agentTier":"Usable","scoreBreakdown":{"score":70,"tier":"Usable","summary":"Usable: 70/100. Strongest in production reliability; weakest in agent safety.","groups":[{"key":"operability","label":"Machine operability","weight":25,"score":18,"maxScore":25,"signals":[{"slug":"api","label":"API","weight":10,"score":10,"maxScore":10,"supportLevel":"native","evidence":"GraphQL API supports issues, comments, projects, cycles, and teams."},{"slug":"mcp","label":"MCP","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"Official authenticated remote MCP server supports finding, creating, and updating Linear objects such as issues, projects, and comments."},{"slug":"cli","label":"CLI","weight":6,"score":0,"maxScore":6,"supportLevel":"unknown","evidence":"No CLI evidence listed."},{"slug":"browser","label":"Browser fallback","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"UI is quick for issue browsing and edits."}]},{"key":"safety","label":"Agent safety","weight":25,"score":9.2,"maxScore":25,"signals":[{"slug":"sandbox","label":"Sandbox or test mode","weight":10,"score":0,"maxScore":10,"supportLevel":"unknown","evidence":"No clear evidence found."},{"slug":"scoped-auth","label":"Scoped auth","weight":6,"score":4.8,"maxScore":6,"supportLevel":"strong","evidence":"Auth supports scoped or permissioned access."},{"slug":"dry-run-preview","label":"Dry-run or preview","weight":4,"score":0,"maxScore":4,"supportLevel":"unknown","evidence":"No clear evidence found."},{"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":2,"maxScore":2,"supportLevel":"native","evidence":"Docs or summaries mention retry/idempotency safety."}]},{"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":"Developer docs include schema, webhooks, and OAuth."},{"slug":"pricing-clarity","label":"Pricing clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Public per-seat pricing with free and paid plans."},{"slug":"evidence-depth","label":"Evidence links","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"6 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":12,"maxScore":15,"signals":[{"slug":"account-creation","label":"Account setup","weight":7,"score":5.6,"maxScore":7,"supportLevel":"strong","evidence":"Self-serve workspace signup."},{"slug":"auth-clarity","label":"Auth model clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"API keys, OAuth apps, webhooks, and authenticated remote MCP."},{"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":13.4,"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":4,"maxScore":4,"supportLevel":"native","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":2.4,"maxScore":3,"supportLevel":"strong","evidence":"Tool documents usage limits, quotas, or credits."}]}]},"launchScore":392,"isFeatured":false,"categories":[{"slug":"project-workflows","name":"Project workflows","description":"Issues, docs, CRM, spreadsheets, and team operations.","sortOrder":90}],"useCases":[{"slug":"triage-work","name":"Triage work","description":"Inspect issues, tasks, documents, analytics, and production signals."}],"capabilities":[{"slug":"api","name":"API","group":"Agent access","supportLevel":"native","detail":"GraphQL API supports issues, comments, projects, cycles, and teams.","evidenceUrl":"https://developers.linear.app"},{"slug":"mcp","name":"MCP","group":"Agent access","supportLevel":"native","detail":"Official authenticated remote MCP server supports finding, creating, and updating Linear objects such as issues, projects, and comments.","evidenceUrl":"https://linear.app/docs/mcp"},{"slug":"browser","name":"Browser","group":"Agent access","supportLevel":"strong","detail":"UI is quick for issue browsing and edits.","evidenceUrl":"https://developers.linear.app"},{"slug":"account-creation","name":"Account creation","group":"Onboarding","supportLevel":"strong","detail":"Self-serve workspace signup.","evidenceUrl":"https://linear.app"},{"slug":"pricing-clarity","name":"Pricing clarity","group":"Buying","supportLevel":"strong","detail":"Public per-seat pricing with free and paid plans.","evidenceUrl":"https://linear.app/pricing"},{"slug":"docs-quality","name":"Docs quality","group":"Understanding","supportLevel":"strong","detail":"Developer docs include schema, webhooks, and OAuth.","evidenceUrl":"https://developers.linear.app"}]}}