Comparison
oss-llmops-stack vs context7
Verdict
Pick oss-llmops-stack when tags unique to oss-llmops-stack: llmops, gateway, llm-gateway, ai-gateway; pick context7 when tags unique to context7: mcp-server, vibe-coding, mcp.
Markdown twin · oss-llmops-stack alternatives · context7 alternatives
GraphCanon updated today
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Trust & integrity
| Signal | oss-llmops-stack | context7 |
|---|---|---|
| Maintenance | Dormant (510d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- oss-llmops-stack
- Modular, open source LLMOps stack that separates concerns: LiteLLM unifies LLM APIs, manages routing and cost controls, and ensures high-availability, while Langfuse focuses on detailed observability,
- context7
- Up-to-date code documentation for LLMs and AI code editors
Stars
- oss-llmops-stack
- 139
- context7
- 59k
Forks
- oss-llmops-stack
- 7
- context7
- 2.8k
Open issues
- oss-llmops-stack
- 1
- context7
- 28
Language
- oss-llmops-stack
- -
- context7
- TypeScript
Adopt for
- oss-llmops-stack
- -
- context7
- Context7 is a platform devoted to providing updated code documentation specifically tailored for LLMs (Large Language Models) and AI-based code editing tools. It uses TypeScript and operates under the MIT license.
Persona
- oss-llmops-stack
- -
- context7
- -
Runtime
- oss-llmops-stack
- -
- context7
- -
License
- oss-llmops-stack
- MIT
- context7
- MIT
Last pushed
- oss-llmops-stack
- Feb 15, 2025
- context7
- Jul 10, 2026
Categories
- oss-llmops-stack
- LLM Frameworks, Developer Tools, Evaluation & Observability
- context7
- LLM Frameworks, Developer Tools
Trust and health
Maintenance
- oss-llmops-stack
- Dormant (18%)
- context7
- Very active (96%)
Days since push
- oss-llmops-stack
- 510d
- context7
- 0d
Open issues (now)
- oss-llmops-stack
- 1
- context7
- 28
Security scan
- oss-llmops-stack
- No lockfile
- context7
- No MCP manifest
Full report
- oss-llmops-stack
- Trust report
- context7
- Trust report
Choose oss-llmops-stack if…
- Tags unique to oss-llmops-stack: llmops, gateway, llm-gateway, ai-gateway.
- Also covers Evaluation & Observability.
- Leaner open-issue backlog (1).
When NOT to use oss-llmops-stack
- Last GitHub push was 511 days ago (dormant maintenance, Feb 15, 2025). Validate activity before betting a new project on oss-llmops-stack.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose context7 if…
- Tags unique to context7: mcp-server, vibe-coding, mcp.
- When your project heavily relies on Large Language Models or AI-based code editors for enhancing development efficiency.
- More GitHub stars (59k vs 139) - visibility, not fit.
When NOT to use context7
- Avoid Context7 if your current project doesn't involve integration with Large Language Models or any AI-driven code editing utilities, as it will not offer significant advantages.
- If your team strictly adheres to a development workflow that does not benefit from having real-time documentation tailored for LLMs and AI code editors, opting for more general developer tools may be更
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langfuse/oss-llmops-stack) · observed Jul 11, 2026
- GitHub forks (langfuse/oss-llmops-stack) · observed Jul 11, 2026
- Last push (langfuse/oss-llmops-stack) · observed Feb 15, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (upstash/context7) · observed Jul 11, 2026
- GitHub forks (upstash/context7) · observed Jul 11, 2026
- Last push (upstash/context7) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: oss-llmops-stack 139 · context7 59k (synced Jul 11, 2026).
Common questions
- What is the difference between oss-llmops-stack and context7?
- oss-llmops-stack: Modular, open source LLMOps stack that separates concerns: LiteLLM unifies LLM APIs, manages routing and cost controls, and ensures high-availability, while Langfuse focuses on detailed observability,. context7: Up-to-date code documentation for LLMs and AI code editors. See the comparison table for live GitHub stats and shared categories.
- When should I choose oss-llmops-stack over context7?
- Choose oss-llmops-stack over context7 when Tags unique to oss-llmops-stack: llmops, gateway, llm-gateway, ai-gateway; Also covers Evaluation & Observability; Leaner open-issue backlog (1).
- When should I choose context7 over oss-llmops-stack?
- Choose context7 over oss-llmops-stack when Tags unique to context7: mcp-server, vibe-coding, mcp; When your project heavily relies on Large Language Models or AI-based code editors for enhancing development efficiency; More GitHub stars (59k vs 139) - visibility, not fit.
- When should I avoid oss-llmops-stack?
- Last GitHub push was 511 days ago (dormant maintenance, Feb 15, 2025). Validate activity before betting a new project on oss-llmops-stack. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid context7?
- Avoid Context7 if your current project doesn't involve integration with Large Language Models or any AI-driven code editing utilities, as it will not offer significant advantages. If your team strictly adheres to a development workflow that does not benefit from having real-time documentation tailored for LLMs and AI code editors, opting for more general developer tools may be更
- Is oss-llmops-stack or context7 more popular on GitHub?
- context7 has more GitHub stars (58,913 vs 139). Stars measure visibility, not whether either tool fits your constraints.
- Are oss-llmops-stack and context7 open source?
- Yes - both are open-source projects on GitHub (oss-llmops-stack: MIT, context7: MIT).
- Where can I find alternatives to oss-llmops-stack or context7?
- GraphCanon lists graph-backed alternatives at oss-llmops-stack alternatives and context7 alternatives (oss-llmops-stack markdown twin, context7 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, oss-llmops-stack or context7?
- oss-llmops-stack: Dormant. context7: 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 oss-llmops-stack and context7?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: oss-llmops-stack trust report; context7 trust report.