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Launch Library 2 Upcoming Launches

launch-library-2.launches.upcoming
Read-onlyIdempotent

List upcoming global orbital launches — mission name, launch service provider, rocket configuration, launch window, pad/location, and status — optionally filtered by a free-text search across mission/rocket/agency names. Data: ll.thespacedevs.com (The Space Devs), no auth required; free tier is throttled to 15 requests/hour shared across all APIbase agents, so results are cached for 30 minutes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results to return, 1-20 (default 10)
searchNoFree-text search across name/mission/agency fields, e.g. "falcon" or "artemis"

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNoPresent only when the call failed. Includes error code, message, request_id, and any provider-specific extras.
resultNoTool response payload. Shape varies per tool — consult the tool description and inputSchema. May be an object, array, string, or number depending on the upstream provider response.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The read-only/idempotent annotations already cover safety, and the description adds real operational behavior beyond them: it names the upstream source, states that no auth is required, exposes the 15-requests/hour shared throttle, and notes 30-minute caching. This lets an agent anticipate rate-limit and staleness issues. No contradiction with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with the action, followed by returned fields, then operational constraints. The data-source/throttling/cache sentence is dense but every clause earns its place for an agent deciding whether to call and how often.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present and read-only/idempotent annotations, the description covers the remaining practical concerns: data source, auth, rate limiting, and cache. An agent has what it needs to decide to call, set expectations, and interpret results.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Both params are fully described in the schema, including limit range/default and search examples, so the description bears little parameter burden. It adds only a slight clarification that search spans mission/rocket/agency names, which is marginal beyond the schema's 'name/mission/agency' fields; not enough to lift above the high-coverage baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a specific verb and scope ('List upcoming global orbital launches') and enumerates the returned fields, so an agent immediately knows what to ask for. The qualifier 'upcoming' and the resource order distinguish it from sibling searches like agencies.search/astronauts.search and from a single-launch detail tool, even though those siblings are not named.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 'upcoming global orbital launches' scope plus the optional free-text search tells the agent when this tool fits: future launches, filterable by mission/rocket/agency. It does not explicitly route to launches.detail for past/specific launches or state when not to use it, but the context is clear enough to avoid misuse.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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