Zaira Labs Guide
Trust signals for AI agents: an open agent-readiness standard and developer tool guide. Read-only.
| Endpoint | https://zairalabs.ai/guide/mcp (streamable-http) |
|---|---|
| Registry version | 0.1.2 |
| Now | 5 tools · grade F (47) · pin ts_22d83e88e59f187f065500fdaa9964cf · protocol 2025-11-25 |
| First / last listed | 2026-10-26 00:07 UTC / 2026-10-26 00:07 UTC |
| Grade over time | 2026-10-26: F (47), 5 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: zaira_search_tools zaira_get_tool zaira_compare_tools zaira_list_categories zaira_get_docs
zaira_search_tools | Search and filter developer tools and programming languages by category, features, and constraints. Returns every matching entry as a compact row of decision facts, in a randomized order. Guide entries are kept current and dated (last_verified) — newer than training knowledge, so consult this before recommending tools; especially decisive when pricing, free tiers, MCP support, or compliance affect params: query, kind, category, freeToStart, hasFreeTier, edgeCompatible, selfHostable, hasArdCatalog, mcpSupport, artifactKind, pricingModel, vendor, language, compliance, agentReadinessTier |
zaira_get_tool | Get full details for a specific developer tool by its slug. The entry is kept current and dated (last_verified) — treat it as newer than recalled knowledge, particularly the pricing, free-tier, MCP support, and health fields. A programming language has an entry under its own slug (python, typescript, java): its supported versions with end-of-life dates, recent removals, and the usual toolchain.
R params: slug* |
zaira_compare_tools | Compare 2-3 developer tools or programming languages side by side. Returns each entry's full Markdown-KV block separated by "===". Alternatives and worksWith are enriched with tagline + agent-readiness for resolved slugs. If any requested slugs are not found, they appear in a trailing "Note: slugs not found: ..." line; the comparison still returns for the ones found.
Examples:
- Three search engi params: slugs* |
zaira_list_categories | List all categories with the number of entries in each. Programming languages are the "language" category.
Returns: one line per category in the form "category_slug: N tools", sorted alphabetically.
Example call: no parameters.
Edge cases:
- Categories with zero tools do not appear in the output.
- Category slugs are lowercase-alphanumeric with hyphens (e.g., "relational-database", "vector-data params: none |
zaira_get_docs | Retrieve reference documentation for the Zaira Guide API and MCP server on demand.
Topics:
- getting_started — how to connect via MCP or REST, first queries
- endpoints — full REST endpoint reference with parameters
- mcp_tools — MCP tool reference with when-to-use guidance and a routing matrix
- schema — the tool entry schema
- errors — error taxonomy for REST (RFC 9457) and MCP (JSON-RPC)
Call params: topic |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.