Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Aryan-Jhaveri/mcp-statcan --skill api-discoverygit clone --depth 1 https://github.com/Aryan-Jhaveri/mcp-statcanWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/aryan-jhaveri/mcp-statcan/api-discovery)<a href="https://agentmods.dev/skills/aryan-jhaveri/mcp-statcan/api-discovery"><img src="https://agentmods.dev/badge/skills/aryan-jhaveri/mcp-statcan/api-discovery/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/aryan-jhaveri/mcp-statcan/api-discovery"><img src="https://agentmods.dev/badge/skills/aryan-jhaveri/mcp-statcan/api-discovery.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00058 | $0.00901 |
| Opus 5.5 | $0.00023 | $0.00360 |
| Sonnet 5.5 | $0.00012 | $0.00180 |
| Haiku 4.5 | $0.00006 | $0.00090 |
Grade A, and why
api-discovery scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
API Discovery
Existing contracts and owners' mocks reduce the assumptions an integration must invent. Relationship context broadens investigation beyond the checkout: passing this service's own tests does not establish that its consumers can still use a changed interface.
-
Choose the source by the question:
Need Use Public provider endpoints and integration details Orbit search, then integrate A concrete Postman collection, request, spec, mock, or workspace postman search <type> <query>Consumers, ownership, dependencies, or likely change impact postman context-graph askThese sources answer different questions. A miss in one does not establish absence in the others; combine entity search and relationship context when both the resource and its impact matter.
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For public APIs, Orbit narrows discovery to task-relevant endpoints and returns integration guidance instead of requiring a whole vendor spec in context. Use it even when the provider is chosen: endpoint details and capability limits still determine whether the integration fits the task.
POST https://api.buildwithorbit.ai/v1/searchaccepts a task inq; pass the chosen results'idandresourceTypeunchanged to/v1/integrate. Evaluate fit and limitations before choosing a provider, then use the returned auth, base URL, steps, and gotchas to implement. Read Orbit's request schemas for the actual payloads and error handling. Orbit access does not supply a provider's credentials. -
For Postman resources, narrow by entity type, ownership, and workspace. Read
postman search <type> -hfor supported filters. An empty result in the default ownership scope is incomplete evidence; consider--ownership allor a relevant narrower scope before declaring absence. Inspect the selected resource's owner and content rather than trusting a similar name. -
For cross-service changes, ask the Context Graph a concrete question about the endpoint, schema, or service.
--waitwaits for an answer; without it, use the returned ID withpostman context-graph status <askId>. The graph can connect Postman definitions, repository call sites, and runtime telemetry beyond the current checkout. Its coverage depends on connected and ingested sources, so verify consequential leads against definitions, source, or telemetry before treating them as facts. A newly added call may not be present yet. The query uses the authenticated API key's team, not the repository's workspace binding; changing that binding cannot fix a query against the wrong organization's context. -
Use bootstrap's "Owning workspace versus dependency" distinction before importing. For a dependency,
postman dependency add <collection|environment|mock> <name-or-id>declares and downloads the selected resource without rebinding the repository. Prefer the discovered ID;--workspace <id>disambiguates names. If the graph only identified a service, search for its concrete resource first. -
Dependency declarations live in
.postman/resources.yaml, with downloads inpostman/.dependencies/.dependency installrestores them after a clone or in CI;dependency updaterefreshes them. Review refreshes when they can change test expectations. Copy a dependency into owned files to customize it, because updating dependencies overwrites downloaded edits. Usedependency listand command-specific help for targeted operations.
Use api-simulation to exercise the real service against discovered mocks, and ci-integration to keep the resulting contract checks repeatable in PRs.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today First seen · 71 lines · 58 tokens per session scan A c9d5257a4642
api-discovery is a skill published in the GitHub repository Aryan-Jhaveri/mcp-statcan (7 stars, last pushed yesterday), licensed MIT. It adds 58 tokens to every session and 901 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-27.
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