neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
One connection gives your AI agent Stellar docs, live ecosystem data, community intel, and proven playbooks. One sign-in, no service API keys.
Developer toolsJavaScript · TypeScriptGitHub @stellar-experimentalOnlineOwner unconfirmed
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Stellar MCP server for AI agents: one authenticated gateway to official docs, live ecosystem data, community intel, and tested playbooks.
Taken from the repository README
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Remote MCP server on Cloudflare Workers exposing two tools, search and execute, over a
unified catalog of Stellar ecosystem services and skills. Agents use search to discover
capabilities, then call execute with JavaScript that runs in a Dynamic Worker isolate with no
network access; service calls go through host-side adapters. The server instructions also include
a generated source-family micro-map so agents can plan which catalog family should ground a
question before searching.
Design: PLAN.md. Code-verified mechanics and operating limits:
ARCHITECTURE.md.Read the full README ↗Stellar Raven is a remote MCP server on Cloudflare Workers. It gives agents two tools over one catalog of Stellar ecosystem sources: Lumenloop, Stellar Light/Scout, Stellar Docs, and selected ecosystem skills.
search finds service operations and skills.execute runs agent-written JavaScript in a Dynamic Worker isolate with no network access.
Host-side adapters make every service call and hold every secret.The server instructions also include a generated source-family map. Agents use it to plan which source family can answer a question.
| Source family | Run by | How Raven reads it |
|---|---|---|
Lumenloop (lumenloop.*) | The independent Lumen Loop team (lumenloop.com) | Its API, with an API key that Lumen Loop issued to Raven |
Stellar Light/Scout (scout.*) | The Stellar Light team (stellarlight.xyz) | Its read-only public API, which it publishes for AI tools and agents |
Stellar Docs (stellarDocs.*) | The Stellar Development Foundation (developers.stellar.org) | The search index of the official docs site |
Selected ecosystem skills come from Lumen Loop, OpenZeppelin, the Stellar Development Foundation,
Stellar Light, and Trustless Work. Raven pins each source at a reviewed commit, and each skill keeps
its own license. ecosystem-skills/README.md describes the pin set.
Add https://raven.stellar.org/mcp to an MCP client that supports streamable HTTP and OAuth.
Raven is its own OAuth authorization server, and WorkOS AuthKit handles sign-in. Compatible
clients find and complete this flow automatically. An access token lasts 1 hour. Clients refresh
it automatically for 90 days, then the user signs in again.
| Page | URL |
|---|---|
| User guide and troubleshooting | https://raven.stellar.org/docs |
| Browser Playground | https://raven.stellar.org/playground |
| Terms and privacy | https://raven.stellar.org/terms |
| Health | https://raven.stellar.org/health |
For help, use the #raven channel in the
Stellar Developers Discord. To report a vulnerability, read
SECURITY.md.
.nvmrc) and run npm ci..dev.vars with the variable names in the .dev.vars step of
ci.yml. Set DEV_ALLOW_UNAUTHENTICATED=true to skip OAuth.
This bypass works only for the loopback hosts localhost, 127.0.0.1, ::1, and [::1].
A Lumenloop call needs a real LUMENLOOP_API_KEY. A Stellar Docs call needs real
ALGOLIA_APPLICATION_ID_DOCS and ALGOLIA_API_KEY_DOCS values. Without them, the call returns
an error. A Stellar Light/Scout call needs no key.npm run typegen. It generates env.d.ts from wrangler.jsonc and the names in
.dev.vars.npm run dev and connect a client to http://localhost:8787/mcp. Restart the server after
you edit .dev.vars.The Worker reads .dev.vars. Maintenance scripts, such as scripts/refresh-inventory.mjs, read
.env. Git ignores both files.
npm run typecheck # tsc
npm test # unit and contract tests (offline)
npm run test:smoke # the assembled Worker and the Dynamic Worker boundary
npm run build # dry-run the Worker bundle
test/README.md maps the test suites.
| Question | Document |
|---|---|
| What is in scope, and which decisions are open? | PLAN.md |
How do search and execute work? | ARCHITECTURE.md |
| How do I deploy and operate Raven? | docs/operations.md |
| How is usage counted and retained? | usage/README.md |
| How do I contribute? | CONTRIBUTING.md |
| How do agents work in this repository? | AGENTS.md |
| How do I report a vulnerability? | SECURITY.md |
Apache-2.0 © 2026 Stellar Development Foundation. Third-party code, fonts, and upstream skill content keep their own licenses. Read THIRD-PARTY-NOTICES.md.