Comparison
langchain-serve vs uncloud
Verdict
Pick langchain-serve if langchain-serve is a tool for deploying Langchain applications in production using Jina and FastAPI, with support for Docker Compose or Kubernetes deployment and secrets management; pick uncloud if uncloud is a Go-based deployment tool that aims to bridge the functionality gap between Docker and Kubernetes with an emphasis on simplicity.
Markdown twin · langchain-serve alternatives · uncloud alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | langchain-serve | uncloud |
|---|---|---|
| Maintenance | Archived (1094d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-09-18 As of Sep 18, 2026 · osv@v1 | Published findings As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- langchain-serve
- Self-host LLM Apps with Docker Compose or Kubernetes
- uncloud
- A lightweight tool for deploying and managing containerised applications across a network of Docker hosts.
Stars
- langchain-serve
- 1.6k
- uncloud
- 5.5k
Forks
- langchain-serve
- 133
- uncloud
- 179
Open issues
- langchain-serve
- 15
- uncloud
- 89
Language
- langchain-serve
- Python
- uncloud
- Go
Adopt for
- langchain-serve
- Langchain-serve is a tool for deploying Langchain applications in production using Jina and FastAPI, with support for Docker Compose or Kubernetes deployment and secrets management.
- uncloud
- Uncloud is a Go-based deployment tool that aims to bridge the functionality gap between Docker and Kubernetes with an emphasis on simplicity.
Persona
- langchain-serve
- -
- uncloud
- -
Runtime
- langchain-serve
- -
- uncloud
- -
License
- langchain-serve
- Apache-2.0
- uncloud
- Apache-2.0
Last pushed
- langchain-serve
- Sep 20, 2023
- uncloud
- Sep 17, 2026
Categories
- langchain-serve
- Developer Tools, Inference & Serving
- uncloud
- Inference & Serving
Trust and health
Maintenance
- langchain-serve
- Archived (8%)
- uncloud
- Very active (96%)
Days since push
- langchain-serve
- 1094d
- uncloud
- 0d
Archived on GitHub
- langchain-serve
- Yes
- uncloud
- No
Open issues (now)
- langchain-serve
- 15
- uncloud
- 89
Stars delta
- langchain-serve
- -1 (30d)
- uncloud
- +52 (30d)
Open issues delta
- langchain-serve
- 0 (30d)
- uncloud
- +3 (30d)
Owner type
- langchain-serve
- Organization
- uncloud
- User
OSV dependency advisories
- langchain-serve
- No published findings from this source as of 2026-09-18
- uncloud
- Published findings
Full report
- langchain-serve
- Trust report
- uncloud
- Trust report
Choose langchain-serve if…
- langchain-serve is primarily Python; uncloud is Go.
- Pricing: Base credits ensure high availability by maintaining at least one instance running continuously, while serving credits are charged when the application is actively serving requests. Pricing is based, .
- Requirements: Min 1 GB RAM; Requires Docker; Requires Docker Compose or Kubernetes for deployment.; Secrets management is supported via `.env` files..
- Tags unique to langchain-serve: autogpt, autonomous-agents, babyagi, chatbot.
- Also covers Developer Tools.
- When you need to deploy Langchain applications with Jina and FastAPI on your own infrastructure.
When NOT to use langchain-serve
- If you do not require or prefer not to use Jina and FastAPI for your Langchain applications.
- When you do not need or want to manage secrets through a `.env` file during deployment.
- If you are not interested in deploying your applications using Docker Compose or Kubernetes.
- If you are looking for a fully managed cloud service without the need to manage your own infrastructure.
Choose uncloud if…
- uncloud is primarily Go; langchain-serve is Python.
- Tags unique to uncloud: containers, deployment, devops, docker.
- uncloud ships Docker support for self-hosted deployment.
- When you need a lightweight solution for deploying containerized apps across multiple Docker hosts without the complexity of full Kubernetes.
When NOT to use uncloud
- For environments that demand advanced load balancing and auto-scaling features typically found in full-fledged orchestrators like Kubernetes.
- In large-scale production setups where the maturity level of a more established tool is preferred to minimize risk.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (jina-ai/langchain-serve) · observed Sep 20, 2026
- GitHub forks (jina-ai/langchain-serve) · observed Sep 20, 2026
- Last push (jina-ai/langchain-serve) · observed Sep 20, 2023
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (psviderski/uncloud) · observed Sep 20, 2026
- GitHub forks (psviderski/uncloud) · observed Sep 20, 2026
- Last push (psviderski/uncloud) · observed Sep 17, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: langchain-serve 1.6k · uncloud 5.5k (synced Sep 20, 2026).
Common questions
- What is the difference between langchain-serve and uncloud?
- langchain-serve: Self-host LLM Apps with Docker Compose or Kubernetes. uncloud: A lightweight tool for deploying and managing containerised applications across a network of Docker hosts.. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain-serve over uncloud?
- Choose langchain-serve over uncloud when langchain-serve is primarily Python; uncloud is Go; Pricing: Base credits ensure high availability by maintaining at least one instance running continuously, while serving credits are charged when the application is actively serving requests. Pricing is based, ; Requirements: Min 1 GB RAM; Requires Docker; Requires Docker Compose or Kubernetes for deployment.; Secrets management is supported via
.envfiles.; Tags unique to langchain-serve: autogpt, autonomous-agents, babyagi, chatbot; Also covers Developer Tools; When you need to deploy Langchain applications with Jina and FastAPI on your own infrastructure. - When should I choose uncloud over langchain-serve?
- Choose uncloud over langchain-serve when uncloud is primarily Go; langchain-serve is Python; Tags unique to uncloud: containers, deployment, devops, docker; uncloud ships Docker support for self-hosted deployment; When you need a lightweight solution for deploying containerized apps across multiple Docker hosts without the complexity of full Kubernetes.
- When should I avoid langchain-serve?
- If you do not require or prefer not to use Jina and FastAPI for your Langchain applications. When you do not need or want to manage secrets through a
.envfile during deployment. If you are not interested in deploying your applications using Docker Compose or Kubernetes. If you are looking for a fully managed cloud service without the need to manage your own infrastructure. - When should I avoid uncloud?
- For environments that demand advanced load balancing and auto-scaling features typically found in full-fledged orchestrators like Kubernetes. In large-scale production setups where the maturity level of a more established tool is preferred to minimize risk.
- Is langchain-serve or uncloud more popular on GitHub?
- uncloud has more GitHub stars (5,493 vs 1,639). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain-serve and uncloud open source?
- Yes - both are open-source projects on GitHub (langchain-serve: Apache-2.0, uncloud: Apache-2.0).
- Where can I find alternatives to langchain-serve or uncloud?
- GraphCanon lists graph-backed alternatives at langchain-serve alternatives and uncloud alternatives (langchain-serve markdown twin, uncloud markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, langchain-serve or uncloud?
- langchain-serve: Archived. uncloud: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for langchain-serve and uncloud?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain-serve trust report; uncloud trust report.