Algolia
The most popular hosted search-as-a-service. Fastest query speeds, largest ecosystem with InstantSearch UI widgets, but pricing scales aggressively.
Ranked installable tools (PDF OCR, NFS-e invoice parsing, boleto extraction, bookkeeping), 71 Chrome-verified cloud services, and reproducible evals on real-world corpora — all queryable via one MCP server. Stop guessing. Start shipping.
When your agent hits a capability gap — extract text from a Brazilian NFS-e invoice, OCR a scanned PDF, parse a boleto — the /solve/ pages rank candidate skills, MCPs, vendor APIs, and local binaries by reproducible field-level accuracy on real-world corpora. Not marketing blog posts. Not training-data vibes. Actual evals you can re-run.
Top pick: auxiliar-cnpj-fetch
Ranked CNPJ enrichment sources for AI agents doing Brazilian bookkeeping. After extracting CNPJs from NFS-e invoices, agents need to enrich each with razão social, CNAE, regime tributário (Simples Nacional + MEI flags), full address, and partners. Top pick: auxiliar-mcp's invoke_capability(tool='fetch_cnpj') — multi-provider cascade (BrasilAPI → CNPJ.ws), no token required for free anonymous tier, single auth surface for 220+ other Brazilian public-data tools.
Last verified 2026-04-29
Top pick: auxiliar-nfs-e + Surya
Structured-field NFS-e parser for Brazilian agents. 100% field accuracy on São Paulo invoices when paired with Surya OCR (41/41 fields across 2-doc corpus). Also scored: Google Document AI (88%), Tesseract (63%). Outputs typed JSON with prestador, tomador, CNPJs, valor, ISS, código de serviço, and RPS.
Last verified 2026-04-23
Top pick: surya
Ranked installable OCR tools for Claude Code / Cursor / Claude Desktop / OpenClaw agents parsing PDFs, Brazilian NFS-e invoices, boletos, and phone-photo receipts. Surya leads on word accuracy (76.9%) on a 10-document real-world corpus. Tesseract 5 runs 14× faster. Google Document AI wins on mobile-captured receipts.
Last verified 2026-04-21
One MCP, one query. find_capability ranks across every kind of indexed thing — cloud services, ClawHub skills, MCP servers, Claude Code plugins, parsers, public-data lookups, /solve/ task templates. Pass a query, a job-to-be-done tag, or both. 71 cloud services + 3 task rankings + skills/MCPs/plugins/parsers/data, all Chrome-verified or eval-scored on real-world corpora. Works with Claude Code, Claude Desktop, Cursor, OpenClaw.
claude mcp add auxiliar -- npx auxiliar-mcp
| Tool | What it does |
|---|---|
find_capability | Ranked search across every Capability. Filter by query, jtbd, element_type, agent_context. Returns id, page_url, install command, eval score, jtbd tags. |
get_capability | Full record by stable slug — pricing tiers, risks, install spec, deps, eval records, distribution surfaces. |
list_capabilities | Filtered enumeration. element_type / category / jtbd / agent_context (AND semantics). |
compare_capabilities | 2–5 ids → row-per-field aligned comparison. Same data backing as the /compare/ pages. |
| Tool | What it does |
|---|---|
solve_task | Per-task ranked tool recommendations (PDF OCR, NFS-e extraction, …). Aliases: pdf, ocr, nfs-e, boleto, invoice-extraction, bookkeeping-ocr, receipt-parsing, document-ai. |
list_solve_tasks | Discover every /solve/ ranking — top picks + categories + agent compatibility. |
recommend_service | Cloud-service recommendation for a use case ("transactional email for Next.js", "edge-friendly DB") |
get_pricing | Chrome-verified pricing tiers, free-tier limits, cost gotchas |
get_risks | Known risks, vendor lock-in, recent breaking changes |
check_compatibility | Verify a service works with your framework + runtime |
setup_service | Step-by-step integration: env vars, SDK setup, gotchas |
list_services | Browse the 71-service catalog, filtered by category |
71 services | 16 categories | 3 ranked tasks | Chrome-verified or eval-scored
PDF OCR, NFS-e parsing, bookkeeping extraction — with real-world evals
ClawHub skills indexed with eval scores
MCP servers for AI agents
Claude Code plugins + agent-host extensions
Public-data lookups (BR Receita Federal, identifiers)
Resend, Postmark, SendGrid, AWS SES
Clerk, Better Auth, Auth0, Firebase
Neon, Supabase, Turso, PlanetScale, RDS
Stripe, Paddle, Polar, Lemon Squeezy
Algolia, Typesense, Meilisearch, Postgres FTS
Vercel, Railway, Render, Fly.io
Pre-built combos: auth + DB + email
Switch services without pain
Post a project, get it delivered
find_capability ranks across every kind of indexed thing (cloud services, skills, MCPs, plugins, parsers, public-data); legacy solve_task + recommend_service stay wired for backward-compatThe most popular hosted search-as-a-service. Fastest query speeds, largest ecosystem with InstantSearch UI widgets, but pricing scales aggressively.
Claude 4.5 and 4.6 models, strongest coding and analysis capabilities. Best safety and alignment practices. Strongest privacy commitments among frontier labs.
MAINTENANCE MODE: Auth.js team joined Better Auth in Sept 2025. v5 never left beta. Use Better Auth for new projects.
Enterprise-grade identity platform. Feature-rich but expensive — pricing has drifted upward since Okta acquisition in 2022.
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Amazon's email sending service. Cheapest at scale but complex setup requiring multiple AWS services. Best for teams already on AWS.
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Open-source TypeScript auth framework. The Auth.js team joined Better Auth in Sept 2025, making it the recommended path forward for Next.js authentication.
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