Atlas
БесплатноНе проверенLocal-first MCP server for querying multi-repo engineering documentation artifacts from a SQLite corpus.
Описание
Local-first MCP server for querying multi-repo engineering documentation artifacts from a SQLite corpus.
README
title: Atlas description: Local-first documentation compiler, retrieval planner, and MCP/server runtime for multi-repo engineering docs. audience: [consumer, contributor, maintainer] purpose: [guide] visibility: public order: 1
Atlas
Atlas is a local-first documentation compiler, retrieval planner, and MCP/server runtime for multi-repo engineering docs.
Atlas helps teams publish ready-to-query documentation artifacts, import those artifacts without cloning full repositories, and serve high-signal context to CLI, HTTP, and MCP clients from a local SQLite corpus.
Why local-first docs retrieval matters
Engineering docs often live across many repos, private hosts, and local checkouts. Atlas keeps retrieval predictable by compiling docs into local artifacts and querying local storage at runtime. Remote access happens only during explicit source sync, artifact fetch, or build workflows.
Features
- Build committed public
.moxel/atlasartifacts from docs and skills. - Import maintained artifacts from GitHub or GitHub Enterprise Server without cloning full repositories.
- Search and plan retrieval context across one or many imported repos.
- Expose CLI, HTTP server, OpenAPI/Scalar docs, MCP tools, and embedded Commander CLI mounts.
- Support repo identity as
host/owner/namefor enterprise hosts. - Filter public artifacts by document metadata and profile.
- Keep query-time surfaces local-first and credential-safe.
Requirements
- Node.js 24+ for the installed npm package runtime (
atlasbinary runs as a Node bundle) - Bun 1.3+ for source checkout development, build, and test workflows
- Git for local checkout workflows
- GitHub CLI or token env var only when explicit GHES/GitHub artifact fetch is needed
Atlas uses Bun in this repository for development, builds, tests, and source-run commands such as bun run cli. The published @moxellabs/atlas package is a Node 24+ runtime bundle. Its better-sqlite3 dependency is intentional for Node runtime compatibility; do not casually replace it with bun:sqlite unless the project deliberately plans a Bun-only package/runtime migration.
Install / run
Atlas publishes one public npm package, @moxellabs/atlas, with the atlas CLI binary. The npm tarball contains runtime assets only (bin, dist, README/license/security notices). It does not ship full docs/** or .moxel/atlas/**; import Atlas docs through the public repo artifact instead.
bunx @moxellabs/atlas --help
bunx @moxellabs/atlas repo add moxellabs/atlas
If installed globally or through another package manager, run the binary as atlas:
atlas setup
atlas repo add moxellabs/atlas
Run from source during development:
bun install
bun run cli --help
Validate workspace with the same checks used by public CI:
bun install --frozen-lockfile
bun run typecheck
bun run lint
bun test
bun run smoke:distribution
bun run release:check
bun apps/cli/src/index.ts artifact verify --fresh
See CONTRIBUTING.md for contributor validation notes and docs/release.md for maintainer release process. Rebuild .moxel/atlas before artifact freshness verification when public docs or public skills change.
Retrieval evals and dashboard
Atlas publishes deterministic MCP/retrieval eval reports from GitHub Actions. Run the full suite locally with bun run eval or the smoke subset with bun run eval:quick. See docs/evals.md for commands, dataset layout, metrics, CI thresholds, and baseline policy.
When GitHub Pages is enabled, the latest dashboard is expected at https://moxellabs.github.io/atlas/. If Pages is not enabled, download the atlas-eval-reports artifact from the Evals workflow run.
Quickstart: choose your path
Unsure what state you are in? Ask Atlas first:
atlas next
I want to use docs from a repo
atlas setup --non-interactive
atlas repo add org/repo
atlas search "deployment rollback" --repo github.com/org/repo
atlas inspect retrieval --query "deployment rollback" --repo github.com/org/repo
atlas add-repo remains a compatibility alias for atlas repo add.
I maintain a repo artifact
atlas init
atlas build --profile public
atlas artifact verify --fresh
I need emergency local-only indexing
atlas index org/repo --repo-id github.com/org/repo
atlas index is a fallback when no maintained artifact exists. It builds a local-only corpus for your machine and is not the primary publishing path.
Runtime state lives under ~/.moxel/atlas by default. Search, retrieval, MCP, and server reads use local imported corpus data.
Maintainer artifact workflow
Maintainers can publish docs for consumers by committing .moxel/atlas:
atlas init
atlas build --profile public
atlas artifact inspect
atlas artifact verify --fresh
git add .moxel/atlas
From a source checkout, replace atlas with bun run cli for these commands.
.moxel/atlas contains manifest.json, corpus.db, docs.index.json, checksums.json, and atlas.repo.json when applicable. Public artifacts exclude internal planning, archive docs, docs marked visibility: internal, credentials, and machine-local paths by default.
Atlas never chooses branch names, commits, pushes, opens PRs, or bypasses organization review. Maintainers control normal Git workflow.
Server and MCP usage
Start local server:
atlas serve
From a source checkout, use bun run serve.
Useful local routes:
/docs- Scalar/OpenAPI docs experience/openapi- compatibility Scalar/OpenAPI route/openapi.json- raw OpenAPI document/mcp- HTTP MCP bridge when server is running
Run stdio MCP server:
atlas mcp
From a source checkout, use bun run cli mcp.
MCP and server reads operate over local corpus data.
Docs map
The npm package does not include full docs/**. These links target repository docs on GitHub/source checkouts. For local searchable docs, run atlas repo add moxellabs/atlas.
- Ingestion and build flow
- Runtime surfaces
- Configuration
- Security
- Self-indexing
- Architecture
- MCP and retrieval evals
- Server docs
- CLI docs
Security guarantees
- Query-time search, retrieval, MCP, and HTTP reads do not fetch remote source content.
- Atlas does not upload indexed corpus content to external services.
- Tokens must not be stored in configs, logs, diagnostics, OpenAPI examples, MCP output, artifacts, fixtures, or issue templates.
- Public issue templates ask for sanitized reproductions only.
See SECURITY.md and docs/security.md.
Contributing and community
License
Atlas is licensed under AGPL-3.0-or-later. See LICENSE and NOTICE.
Moxel, Moxel Labs, Atlas project branding, and related logos are trademarks or brand assets. Code license does not grant trademark rights or permission to imply official affiliation or endorsement.
Установка Atlas
У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.
▸ github.com/moxellabs/atlasFAQ
Atlas MCP бесплатный?
Да, Atlas MCP бесплатный — установка в пару кликов через Unyly без оплаты.
Нужен ли API-ключ для Atlas?
Нет, Atlas работает без API-ключей и переменных окружения.
Atlas — hosted или self-hosted?
Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.
Как установить Atlas в Claude Desktop, Claude Code или Cursor?
Открой Atlas на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.
Похожие MCP
wenb1n-dev/SmartDB_MCP
A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optim
автор: wenb1n-devPostgres Server
This server enables interaction with PostgreSQL databases through the Model Context Protocol, optimized for the AWS Bedrock AgentCore Runtime. It provides tools
автор: madhurprashPostgres
Query your database in natural language
автор: AnthropicPostgreSQL
Read-only database access with schema inspection.
автор: modelcontextprotocolCompare Atlas with
Не уверен что выбрать?
Найди свой стек за 60 секунд
Автор?
Embed-бейдж для README
Похожее
Все в категории data
