latest 标签通常指向 release candidate,生产环境应固定具体版本号或 Helm chart 版本;容器需挂载 /var/run/docker.sock,否则依赖 Docker 的功能不可用;启动后访问 3000 端口,网关端口为 9000
archestra
archestra-ai活跃维护企业级 AI 平台,内置护栏、MCP 注册中心、网关和编排器,帮团队安全统一地接入和管理各类大模型与 Agent。
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
docker pull archestra/platform:latest
docker run -p 127.0.0.1:9000:9000 -p 127.0.0.1:3000:3000 -e ARCHESTRA_QUICKSTART=true -v /var/run/docker.sock:/var/run/docker.sock -v archestra-postgres-data:/var/lib/postgresql/data -v archestra-app-data:/app/data archestra/platform:latestREADME 未说明显存或 GPU 要求;官方以 Docker 镜像分发,需挂载 Docker socket 运行
企业级 AI 平台,用一个 URL 统一接入 LLM、MCP 工具和 Agent,并内置安全护栏
企业级 AI 平台,内置护栏、MCP 注册中心、网关和编排器,帮团队安全统一地接入和管理各类大模型与 Agent。
核心能力
- LLM 网关统一接入 Anthropic、OpenAI、Azure、Bedrock 等多家供应商
- MCP 网关支持 OAuth 与 On-Behalf-Of,工具以用户身份运行
- 私有 MCP 注册表与 Kubernetes Operator 编排自托管工具
- 确定性护栏拦截工具调用,防护 Lethal Trifecta 风险
- 内置 OpenTelemetry 链路追踪与 Prometheus 指标,按团队统计成本
容易踩的坑
- platform-v1.4.25platform: v1.4.25最新正式版2026-11-09 · 2026-11-09 13:08 UTC
1.4.25 (2026-11-08)
Features
Bug Fixes
- audit: record the real client IP behind the web UI (backport release/1.4) (#10466) (c5a508b)
- azure: scope API-key model discovery to its endpoint (backport release/1.4) (#9838) (af4ed8e)
- guardrails: clarify policy source change paths (backport release/1.4) (#10463) (dc82124)
- llm-observability: count Gemini toolUsePromptTokenCount as input tokens (backport release/1.4) (#10461) (f5e1ae4)
- permissions: explain access levels for each resource (backport release/1.4) (#9826) (5e00f6f)
- security: require patched zlib in the sandbox base image (backport release/1.4) (#10470) (061d9d7)
Performance Improvements
- platform-v1.5.0-rc.27platform: v1.5.0-rc.27pre-release2026-11-09 · 2026-11-09 13:08 UTC
查看更新说明
1.5.0-rc.27 (2026-11-08)
Features
- audit-log: send the audit log export to its own OTLP endpoint (#10436) (588734f)
- logs: add built-in LLM log queries (#10302) (c2d64e5)
- ms-teams: read channel files with the sender's sign-in (#10343) (755bb55)
Bug Fixes
- audit: record the real client IP behind the web UI and optionally export actor identity (#10465) (0e816a5)
- guardrails: clarify policy source change paths (#10300) (0538d02)
- llm-observability: count Gemini toolUsePromptTokenCount as input tokens (#10446) (7822287)
- mcp-runtime: move default-base-image MCP servers to the current base image (#10427) (a8cc5e7)
- security: require patched zlib in the sandbox base image (#10467) (7202967)
Performance Improvements
Documentation
Miscellaneous Chores
- platform-v1.3.81platform: v1.3.812026-11-08 · 2026-11-08 13:23 UTC
- platform-v1.4.24platform: v1.4.242026-11-08 · 2026-11-08 02:04 UTC
查看更新说明
1.4.24 (2026-11-07)
Features
- agent-runtime: run unprivileged Agent Runtime pods under a configurable RuntimeClass (backport #10351 to release/1.4) (#10376) (df19fbf)
- release: pin released images by digest (release/1.4) (#10413) (336d052)
Bug Fixes
- agent-runtime: return conflict for terminal run cancellation (backport release/1.4) (#10328) (22da2ca)
- agents: show and fix runtime agents that block a default model (backport release/1.4) (#10350) (e0f27d0)
- agents: truncate long model placeholder on agent edit page (backport release/1.4) (#10342) (3e94dcc)
- frontend: allow dialog popovers to scroll (backport release/1.4) (#10336) (8b278a8)
- mcp-runtime: move default-base-image MCP servers to the current base image (backport release/1.4) (#10433) (b7438fb)
- mcp: show pod logs inline when Test Connection fails (backport release/1.4) (#10387) (78cd99f)
- openappa: redact quoted credential values in linear time (backport release/1.4) (#10200) (ad43169)
- openappa: support GitHub Enterprise in the github battery (backport release/1.4) (#10330) (7566211)
- proxy: honor max_completion_tokens for Cohere and Bedrock (backport release/1.4) (#10437) (a276801)
- security: require zlib 1.4-r0 in release images (backport release/1.4) (#10431) (eaa33f4)
Performance Improvements
Miscellaneous Chores
- platform-v1.5.0-rc.26platform: v1.5.0-rc.26pre-release2026-11-07 · 2026-11-07 23:42 UTC
查看更新说明
1.5.0-rc.26 (2026-11-07)
Features
- auth: exchange OIDC tokens for short-lived service account tokens (#10411) (a5e9617)
- llm-logs: show runtime handoffs and routing decisions in session trace (#10344) (a12c921)
- observability: report errors to Sentry by default, not PostHog (#10373) (2f00ba7)
- release: pin released images by digest (#10412) (5210148)
Bug Fixes
- mcp: show pod logs inline when Test Connection fails (#10383) (d8633c9)
- service-accounts: use the deployment's app name in the federated credential dialog (#10419) (6e06ffa)
Dependencies
用户点评
登录用户的真实使用记录,可按版本和硬件筛选还没有人点评。第一个说出真实体验的人最有价值。
Secure AI Platform
Built on a strong security and observability foundation: SSO and RBAC, sandboxed code execution, Lethal-Trifecta guardrails, OpenTelemetry traces, and Prometheus metrics — first-class, not bolted on.
Quickstart · Docs · Releases · Slack
https://github.com/user-attachments/assets/912b85e2-ef14-4e83-a807-5e2a81457a88
What it does
Point your users — or your agents, or Claude / Codex / Cursor — at one URL. Archestra handles the rest:
- 💬 Chat for non-technical users. Internal AI assistant with projects, MCP apps, and Slack, MS Teams, and email front-ends.
- 🛠️ Developer LLM & MCP portal. One token for Claude Code, Codex, Cursor — see the proxy.
- 🚪 LLM gateway for any provider (Anthropic, OpenAI, Azure, Bedrock, DeepSeek, …) with cost limits, virtual API keys, and dynamic model routing.
- 🔌 MCP gateway with OAuth + On-Behalf-Of so tools run as the user, not a shared service account.
- 🤝 A2A gateway for agent-to-agent triggers.
- 📦 Private MCP registry so teams ship their own tools — see registry docs.
- 🎼 MCP orchestrator with a Kubernetes operator and self-serve promotion.
- 🤖 Agent runtime with scheduled / email / webhook triggers, sub-agent delegation, reusable skills, sandboxed code execution, and a K8s-native filesystem.
- 📚 RAG knowledge base plumbed via connectors to your existing stack.
- 🧩 Mini app builder — see apps.
- 🛡️ Deterministic guardrails for tool calls and Lethal Trifecta protections.
- 🪪 Identity & access with SSO (OIDC, SAML, Okta, Entra), RBAC with role mapping & team sync, and secrets management.
- 🌎 Environments with per-env egress policies and per-env cost limits.
- 🔭 Observability out of the box: OpenTelemetry traces, Prometheus metrics, logs, per-team cost tracking.
Already running dangerous single-tenant agents like Claude Cowork, OpenClaw, or Hermes in your enterprise? Migration Kit →
Quickstart
docker pull archestra/platform:latest
docker run \
-p 127.0.0.1:9000:9000 -p 127.0.0.1:3000:3000 \
-e ARCHESTRA_QUICKSTART=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v archestra-postgres-data:/var/lib/postgresql/data \
-v archestra-app-data:/app/data \
archestra/platform:latest
Open http://localhost:3000. Full Docker / Helm / Kubernetes instructions live in the quickstart docs.
Release channels
Archestra maintains two active release tracks:
- Stable releases (e.g.
1.3.51): Qualified, tested releases for production deployments. Archestra maintains one active stable release line at a time with security patches and bug fixes. - Release candidates (e.g.
1.4.0-rc.22): Previews of upcoming features built directly from themainbranch. They let you test new capabilities and provide feedback before they land in a stable release. The Docker tagarchestra/platform:latestpoints to the newest release, so it usually runs a release candidate.
New features and bug fixes land on main first and ship in rolling beta releases. Fixes are then selectively backported to the supported stable branch. For production environments, pin an exact version tag or Helm chart version rather than tracking latest. See our Release guide for full release lifecycle details.
Ready for production
- ✅ $13.5M total funding
- ✅ Three Fortune-50 deployments
- ✅ 31 ms at p95 — performance benchmarks →
- ✅ Terraform provider →
- ✅ Helm chart →
Deeper docs
- 📖 Platform overview — what's in the box, how the pieces fit together.
- 📐 Deployment — Docker, Helm, Kubernetes, every env var, secrets management.
- 💰 Pricing model — Open Core, free for teams under 30 users, enterprise licensing.
- 🛡️ Security & bug bounty
- 🤝 Contributing — set up the dev env, run e2e tests, open a PR.
- Release guide — beta releases, stable patches, cutovers, and qualification.
Thank you for continuously making Archestra better — you're awesome 🫶