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 Sugra-Systems/sugra-api-mcp --skill explore-cataloggit clone --depth 1 https://github.com/Sugra-Systems/sugra-api-mcpWrote 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/sugra-systems/sugra-api-mcp/explore-catalog)<a href="https://agentmods.dev/skills/sugra-systems/sugra-api-mcp/explore-catalog"><img src="https://agentmods.dev/badge/skills/sugra-systems/sugra-api-mcp/explore-catalog/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/sugra-systems/sugra-api-mcp/explore-catalog"><img src="https://agentmods.dev/badge/skills/sugra-systems/sugra-api-mcp/explore-catalog.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 | $0.00046 | $0.00483 |
| Opus 5 | $0.00023 | $0.00242 |
| Sonnet 5 | $0.00009 | $0.00097 |
| Haiku 4.5 | $0.00005 | $0.00048 |
Grade A, and why
explore-catalog 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.
What it actually says
Explore the Sugra catalog
The Sugra MCP gateway is not a per-endpoint tool list. Discovery is a catalog: search, describe, then call. The catalog is bundled in the package and does not hit the network. Only call_endpoint and fetch_data (and the entity tools) talk to https://sugra.ai.
Loop
search_endpoints(query=..., toolset=None, source=None, limit=10)- natural language. Optionaltoolsetandsourcemust be names the catalog actually has; an unknown filter returnserror: unknown_toolsetorunknown_sourcewith the valid set, not an empty hit list.- Pick an
operation_idfromresults. Do not invent ids. describe_endpoint(operation_id=...)- required and optional params,request_body_schemaon POST,agent_hints(duration_classfast/slow/heavy,max_concurrency,bulk_cost).call_endpoint(operation_id=..., params={...}, body=...)using those names.
fetch_data(query=...) is a one-shot shortcut for simple questions. If it misses, fall back to the four-step loop. list_toolsets and list_sources (and resources sugra://catalog/domains, sugra://catalog/sources) are the map, not the query.
Recipes vs catalog
Six MCP prompts (market_snapshot, macro_briefing, sanctions_screening, sector_compare, earth_conditions, source_overview) are numbered recipes over the same eight gateway tools. They are not the catalog and they do not cover every domain. For anything they do not name, use this loop.
Do not
- Do not add or request per-endpoint MCP tools.
- Do not skip
describe_endpointwhen the parameter list is unknown. - Do not treat a catalog miss as "Sugra has no data"; widen the query or drop a bad
toolset/sourcefilter first.
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 · 28 lines · 46 tokens per session scan A 4b1e8af224f3
explore-catalog is a skill published in the GitHub repository Sugra-Systems/sugra-api-mcp (2 stars, last pushed today), licensed MIT. It adds 46 tokens to every session and 483 once invoked, about $0.0002 per session on Opus 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 2026-09-11.
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