{"tool":{"slug":"pinecone","name":"Pinecone","url":"https://www.canagentsuse.com/tools/pinecone","websiteUrl":"https://www.pinecone.io","docsUrl":"https://docs.pinecone.io","githubUrl":null,"tagline":"Managed vector database and inference APIs for search.","shortDescription":"Pinecone offers managed vector search, indexes, namespaces, backups, integrated embedding, and SDKs.","agentSummary":"Agents can create indexes, upsert vectors or text, query semantic search, and inspect usage through documented APIs.","bestFor":"Hosted vector search, RAG indexes, embeddings, and semantic retrieval.","cautionNotes":"Key limitations: Agents should manage namespace isolation, deletion safety, and embedding model compatibility. Schema changes, migrations, deletes, backups, row-level security, and retention policies need explicit review before agents touch production data. API automation needs client-side throttling, idempotency where supported, pagination limits, retries, and audit logging. Store credentials outside source control and use least-privilege scopes, short-lived tokens, or restricted keys where the product supports them.","pricingSummary":"Public pricing for serverless, pod-based, storage, and inference usage.","authModel":"API keys and project/environment scoping.","accountCreation":"Self-serve signup with free starter concepts.","browserSupport":"Console supports index management and usage review.","cliPackage":null,"apiBaseUrl":"https://api.pinecone.io","mcpServer":null,"agentScore":63,"agentTier":"Usable","scoreBreakdown":{"score":63,"tier":"Usable","summary":"Usable: 63/100. Strongest in agent readability; weakest in agent safety.","groups":[{"key":"operability","label":"Machine operability","weight":25,"score":14,"maxScore":25,"signals":[{"slug":"api","label":"API","weight":10,"score":10,"maxScore":10,"supportLevel":"native","evidence":"API reference covers indexes, vectors, search, backups, and inference."},{"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":0,"maxScore":6,"supportLevel":"unknown","evidence":"No CLI evidence listed."},{"slug":"browser","label":"Browser fallback","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Console supports index management and usage review."}]},{"key":"safety","label":"Agent safety","weight":25,"score":10.4,"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":6,"maxScore":6,"supportLevel":"native","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":"Docs are organized around RAG, search, and index operations."},{"slug":"pricing-clarity","label":"Pricing clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Pricing is public with usage and plan dimensions."},{"slug":"evidence-depth","label":"Evidence links","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"5 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 signup with free starter concepts."},{"slug":"auth-clarity","label":"Auth model clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"API keys and project/environment scoping."},{"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":8.8,"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":2.4,"maxScore":3,"supportLevel":"strong","evidence":"Tool documents usage limits, quotas, or credits."}]}]},"launchScore":600,"isFeatured":false,"categories":[{"slug":"search-rag","name":"Search & RAG","description":"Vector databases, search engines, retrieval APIs, and indexing tools.","sortOrder":35},{"slug":"databases-storage","name":"Databases & storage","description":"Postgres, object storage, vector search, and data backends.","sortOrder":40}],"useCases":[{"slug":"build-rag","name":"Build RAG","description":"Index documents, retrieve context, run hybrid search, and manage vectors."},{"slug":"extract-web-data","name":"Extract web data","description":"Search, crawl, scrape, parse, and normalize public web content."}],"capabilities":[{"slug":"api","name":"API","group":"Agent access","supportLevel":"native","detail":"API reference covers indexes, vectors, search, backups, and inference.","evidenceUrl":"https://docs.pinecone.io/docs/api-reference"},{"slug":"browser","name":"Browser","group":"Agent access","supportLevel":"strong","detail":"Console supports index management and usage review.","evidenceUrl":"https://www.pinecone.io"},{"slug":"account-creation","name":"Account creation","group":"Onboarding","supportLevel":"strong","detail":"Self-serve signup with free starter concepts.","evidenceUrl":"https://www.pinecone.io"},{"slug":"pricing-clarity","name":"Pricing clarity","group":"Buying","supportLevel":"strong","detail":"Pricing is public with usage and plan dimensions.","evidenceUrl":"https://www.pinecone.io/pricing/"},{"slug":"docs-quality","name":"Docs quality","group":"Understanding","supportLevel":"strong","detail":"Docs are organized around RAG, search, and index operations.","evidenceUrl":"https://docs.pinecone.io"}]}}