{"tool":{"slug":"salesforce","name":"Salesforce","url":"https://www.canagentsuse.com/tools/salesforce","websiteUrl":"https://www.salesforce.com","docsUrl":"https://developer.salesforce.com/docs","githubUrl":"https://github.com/forcedotcom","tagline":"Enterprise CRM with APIs, sandboxes, CLI, metadata, and automation.","shortDescription":"Salesforce provides REST, SOAP, Bulk, Metadata, Tooling APIs, sandboxes, scratch orgs, and Salesforce CLI.","agentSummary":"Agents can automate CRM and metadata workflows, but enterprise permissions and object models require careful setup.","bestFor":"Enterprise CRM, metadata deployments, customer records, integrations, and sales operations.","cautionNotes":"Key limitations: Production org writes, PII, workflows, and metadata deployments need admin review. Verify official docs, pricing, rate limits, permissions, and production side effects before delegating account-changing actions to an agent. CLI access is powerful but can run destructive local or production commands; prefer dry runs, preview environments, and non-production credentials. API automation needs client-side throttling, idempotency where supported, pagination limits, retries, and audit logging.","pricingSummary":"Public editions and add-ons; enterprise pricing and API limits can be complex.","authModel":"OAuth, connected apps, JWT bearer flow, profiles, permission sets, and org scopes.","accountCreation":"Developer orgs are self-serve; enterprise orgs are contracted.","browserSupport":"Setup UI is central for permissions, apps, and schema review.","cliPackage":"sf","apiBaseUrl":"https://login.salesforce.com/services/data","mcpServer":null,"agentScore":83,"agentTier":"Strong","scoreBreakdown":{"score":83,"tier":"Strong","summary":"Strong: 83/100. Strongest in agent safety; weakest in production reliability.","groups":[{"key":"operability","label":"Machine operability","weight":25,"score":21,"maxScore":25,"signals":[{"slug":"api","label":"API","weight":10,"score":10,"maxScore":10,"supportLevel":"native","evidence":"Salesforce has REST, SOAP, Bulk, Metadata, and Tooling APIs."},{"slug":"mcp","label":"MCP","weight":4,"score":0,"maxScore":4,"supportLevel":"unknown","evidence":"No MCP server evidence listed."},{"slug":"cli","label":"CLI","weight":6,"score":6,"maxScore":6,"supportLevel":"native","evidence":"Salesforce CLI supports org auth, metadata deploys, data operations, and scratch orgs."},{"slug":"browser","label":"Browser fallback","weight":5,"score":5,"maxScore":5,"supportLevel":"native","evidence":"Setup UI is central for permissions, apps, and schema review."}]},{"key":"safety","label":"Agent safety","weight":25,"score":23.2,"maxScore":25,"signals":[{"slug":"sandbox","label":"Sandbox or test mode","weight":10,"score":10,"maxScore":10,"supportLevel":"native","evidence":"Sandboxes and scratch orgs support safer agent testing."},{"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":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":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 are broad but require platform expertise."},{"slug":"pricing-clarity","label":"Pricing clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Public editions and add-ons; enterprise pricing and API limits can be complex."},{"slug":"evidence-depth","label":"Evidence links","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"7 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":"Developer orgs are self-serve; enterprise orgs are contracted."},{"slug":"auth-clarity","label":"Auth model clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"OAuth, connected apps, JWT bearer flow, profiles, permission sets, and org scopes."},{"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":9.4,"maxScore":15,"signals":[{"slug":"webhook-events","label":"Webhooks or events","weight":5,"score":0,"maxScore":5,"supportLevel":"unknown","evidence":"No clear evidence found."},{"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":2.4,"maxScore":3,"supportLevel":"strong","evidence":"Tool exposes a versioned or stable API surface."},{"slug":"rate-limit-clarity","label":"Rate limit clarity","weight":3,"score":3,"maxScore":3,"supportLevel":"native","evidence":"Tool documents usage limits, quotas, or credits."}]}]},"launchScore":760,"isFeatured":false,"categories":[{"slug":"crm-sales","name":"CRM & sales","description":"CRM records, support tickets, sales operations, and customer systems.","sortOrder":75}],"useCases":[{"slug":"sync-crm","name":"Sync CRM","description":"Read and update contacts, companies, deals, tickets, and customer history."},{"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":"Salesforce CLI supports org auth, metadata deploys, data operations, and scratch orgs.","evidenceUrl":"https://developer.salesforce.com/tools/salesforcecli"},{"slug":"api","name":"API","group":"Agent access","supportLevel":"native","detail":"Salesforce has REST, SOAP, Bulk, Metadata, and Tooling APIs.","evidenceUrl":"https://developer.salesforce.com/docs/apis"},{"slug":"browser","name":"Browser","group":"Agent access","supportLevel":"native","detail":"Setup UI is central for permissions, apps, and schema review.","evidenceUrl":"https://www.salesforce.com"},{"slug":"account-creation","name":"Account creation","group":"Onboarding","supportLevel":"strong","detail":"Developer orgs are self-serve; enterprise orgs are contracted.","evidenceUrl":"https://www.salesforce.com"},{"slug":"pricing-clarity","name":"Pricing clarity","group":"Buying","supportLevel":"strong","detail":"Public editions and add-ons; enterprise pricing and API limits can be complex.","evidenceUrl":"https://www.salesforce.com/pricing"},{"slug":"docs-quality","name":"Docs quality","group":"Understanding","supportLevel":"strong","detail":"Developer docs are broad but require platform expertise.","evidenceUrl":"https://developer.salesforce.com/docs"},{"slug":"sandbox","name":"Sandbox","group":"Safety","supportLevel":"native","detail":"Sandboxes and scratch orgs support safer agent testing.","evidenceUrl":"https://developer.salesforce.com/docs/platform/sfvscode-extensions/guide/scratch-orgs.html"}]}}