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Context — our thinking (briefly): A couple of us at SDF have been looking at how well Stellar's developer surface serves agents, not just humans, and Raven is central to that story — so we've been reading how it sources content. This is a suggestion in that spirit; happy to be told it's already on the roadmap or out of scope.
Observation: Raven's three live adapters are all Stellar-first — official docs (Algolia), Lumenloop, and Stellar Light. Ecosystem partner docs are handled differently. Two examples:
OpenZeppelin — present only as a manually-synced skill mirror (ecosystem-skills/skills/openzeppelin-stellar/), so it refreshes on a human re-sync cadence rather than live.
Alchemy — not fetched at all, and here's a concrete, current case: Alchemy ships a Stellar Data API (their docs) — indexed transfer history, balances, and NFT holdings — that was documented on their side but missing from the official Stellar docs, so neither our docs nor Raven surfaced it. @mmazco pushed a PR to stellar-docs to add it on our side (Update Alchemy entry on Indexers page — Stellar Data API is now live stellar/stellar-docs#2573); the systemic point is that Raven has no way to pick up partner-side updates like this automatically.
Why it might matter: Partner surfaces move on their own cadence, and Raven's own eval corpus already flags provider/partner rosters as among the most freshness-sensitive content. An agent asking about a partner's current capabilities can get a stale answer even when the official docs are live.
One idea: where a partner already exposes its own MCP server (or a public API), Raven could tap into that directly rather than maintaining a bespoke mirror. So partner updates flow through automatically. Would that be a direction worth exploring?
Note
Migrated from kalepail/stellar-raven#18. Originally opened by @mmazco on 2026-07-09.
Context — our thinking (briefly): A couple of us at SDF have been looking at how well Stellar's developer surface serves agents, not just humans, and Raven is central to that story — so we've been reading how it sources content. This is a suggestion in that spirit; happy to be told it's already on the roadmap or out of scope.
Observation: Raven's three live adapters are all Stellar-first — official docs (Algolia), Lumenloop, and Stellar Light. Ecosystem partner docs are handled differently. Two examples:
ecosystem-skills/skills/openzeppelin-stellar/), so it refreshes on a human re-sync cadence rather than live.@mmazcopushed a PR tostellar-docsto add it on our side (Update Alchemy entry on Indexers page — Stellar Data API is now live stellar/stellar-docs#2573); the systemic point is that Raven has no way to pick up partner-side updates like this automatically.Why it might matter: Partner surfaces move on their own cadence, and Raven's own eval corpus already flags provider/partner rosters as among the most freshness-sensitive content. An agent asking about a partner's current capabilities can get a stale answer even when the official docs are live.
One idea: where a partner already exposes its own MCP server (or a public API), Raven could tap into that directly rather than maintaining a bespoke mirror. So partner updates flow through automatically. Would that be a direction worth exploring?