neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
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一分钟完成验证Self-hostable OpenAPI editor with Spectral linting, versioning and an MCP server for AI agents
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取自仓库 README
正在加载完整 README。 以下为已保存的摘录。
A self-hostable editor for OpenAPI specifications: write specs in a form
editor or as YAML/JSON, preview them with Swagger UI, lint them with
Spectral, keep versions and diff them — and let AI agents work with them
over MCP.查看完整 README ↗A self-hostable editor for OpenAPI specifications: write specs in a form editor or as YAML/JSON, preview them with Swagger UI, lint them with Spectral, keep versions and diff them — and let AI agents work with them over MCP.
spectral:oas rules plus your own rulesets, per spec.| Code editor (YAML or JSON) | Swagger UI preview |
|---|---|
docker run -d --name fastspec \
-p 127.0.0.1:8080:8080 \
-v fastspec-data:/data \
ghcr.io/kaseovo/fastspec:latest
Open http://localhost:8080. That's it: single-user mode, data stored in
the fastspec-data volume.
For teams — Postgres, sign-in with Google/Keycloak/Authentik/Okta/Entra/ GitLab, running behind a reverse proxy — see docs/SELF_HOSTING.md.
Create an API key in the app (key icon, API keys), then, for Claude Code:
claude mcp add --transport http fastspec http://localhost:8080/mcp \
--header "Authorization: Bearer <your API key>"
Any MCP client that supports streamable HTTP works the same way.
Requirements: Python 3.12, Node.js 22. Docker is only needed to build the image.
make setup # .venv + backend and frontend dependencies
make dev # backend (auto-reload) + Vite → http://localhost:5173/specs/
make test # backend (pytest) and frontend (vitest) suites
make help # everything else
make dev runs in single-user mode with SQLite in ./.data. To try
sign-in or Postgres locally, copy .env.example to .env and adjust it.
| Path | What's there |
|---|---|
backend/ | FastAPI app, MCP server (fastmcp_server/), Alembic migrations, tests |
frontend/ | Vue 3 + PrimeVue single-page app |
infra/ | AWS CDK stacks for the serverless deployment |
docs/ | Guides and architecture decision records (docs/adr/) |
The backend's interactive API docs are at /docs on a running instance.
/docs on any instance)FastSpec also runs as a hosted service at fastspec.kaseovo.com, if you'd rather not run it yourself.
GNU Affero General Public License v3.0. You can use, modify and self-host FastSpec freely; if you offer a modified version to others over a network, you must make your changes available under the same license.