Comparison
langchain vs agent-skills
Verdict
Pick langchain when langchain is primarily Python; agent-skills is TypeScript; pick agent-skills when agent-skills is primarily TypeScript; langchain is Python.
Markdown twin · langchain alternatives · agent-skills alternatives
GraphCanon updated today
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Trust & integrity
| Signal | langchain | agent-skills |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Very active (2d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | No criticals As of today · osv@v1 |
Tagline
- langchain
- The agent engineering platform.
- agent-skills
- Redis' official collection of agent skills
Stars
- langchain
- 142k
- agent-skills
- 85
Forks
- langchain
- 24k
- agent-skills
- 21
Open issues
- langchain
- 419
- agent-skills
- 4
Language
- langchain
- Python
- agent-skills
- TypeScript
Adopt for
- langchain
- LangChain is an open-source platform designed specifically for building agents and applications that leverage large language models (LLMs). It provides a standard framework to develop interoperable components and connect
- agent-skills
- -
Persona
- langchain
- -
- agent-skills
- -
Runtime
- langchain
- -
- agent-skills
- -
License
- langchain
- MIT License, allowing free use for both personal and commercial purposes under its stipulated terms.
- agent-skills
- MIT
Last pushed
- langchain
- Jul 11, 2026
- agent-skills
- Jul 9, 2026
Categories
- langchain
- AI Agents, LLM Frameworks
- agent-skills
- AI Agents, LLM Frameworks, Vector Databases
Trust and health
Days since push
- langchain
- 0d
- agent-skills
- 2d
Open issues (now)
- langchain
- 419
- agent-skills
- 4
Security scan
- langchain
- No lockfile
- agent-skills
- No criticals
Full report
- langchain
- Trust report
- agent-skills
- Trust report
Choose langchain if…
- langchain is primarily Python; agent-skills is TypeScript.
- Pricing: LangChain itself is open-source and free to use. However, it might rely on paid services or premium models from external platforms like OpenAI..
- Tags unique to langchain: agents, ai-agents, anthropic, chatgpt.
- * When aiming to build complex AI-powered agents or applications requiring high-level capabilities like planning, subagent interaction, and file system operations.
When NOT to use langchain
- * When working on smaller, less complex projects where full-scale integration with sophisticated components is not necessary as LangChain's extensive features might introduce unnecessary complexity.
- * If you are primarily focused on JavaScript or TypeScript development as the primary focus of LangChain is Python. Although there is a JS/TS equivalent (LangChain.js), it may not offer the same depth
- * For projects requiring heavy customization at lower levels, where a more granular control over individual components is required rather than working with an integrated framework.
Choose agent-skills if…
- agent-skills is primarily TypeScript; langchain is Python.
- Tags unique to agent-skills: agent-skills, redis, typescript.
- Also covers Vector Databases.
When NOT to use agent-skills
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langchain-ai/langchain) · observed Jul 11, 2026
- GitHub forks (langchain-ai/langchain) · observed Jul 11, 2026
- Last push (langchain-ai/langchain) · observed Jul 11, 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 (redis/agent-skills) · observed Jul 11, 2026
- GitHub forks (redis/agent-skills) · observed Jul 11, 2026
- Last push (redis/agent-skills) · observed Jul 9, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: langchain 142k · agent-skills 85 (synced Jul 11, 2026).
Common questions
- What is the difference between langchain and agent-skills?
- langchain: The agent engineering platform.. agent-skills: Redis' official collection of agent skills. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain over agent-skills?
- Choose langchain over agent-skills when langchain is primarily Python; agent-skills is TypeScript; Pricing: LangChain itself is open-source and free to use. However, it might rely on paid services or premium models from external platforms like OpenAI.; Tags unique to langchain: agents, ai-agents, anthropic, chatgpt; * When aiming to build complex AI-powered agents or applications requiring high-level capabilities like planning, subagent interaction, and file system operations.
- When should I choose agent-skills over langchain?
- Choose agent-skills over langchain when agent-skills is primarily TypeScript; langchain is Python; Tags unique to agent-skills: agent-skills, redis, typescript; Also covers Vector Databases.
- When should I avoid langchain?
- * When working on smaller, less complex projects where full-scale integration with sophisticated components is not necessary as LangChain's extensive features might introduce unnecessary complexity. * If you are primarily focused on JavaScript or TypeScript development as the primary focus of LangChain is Python. Although there is a JS/TS equivalent (LangChain.js), it may not offer the same depth * For projects requiring heavy customization at lower levels, where a more granular control over individual components is required rather than working with an integrated framework.
- When should I avoid agent-skills?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is langchain or agent-skills more popular on GitHub?
- langchain has more GitHub stars (141,504 vs 85). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain and agent-skills open source?
- Yes - both are open-source projects on GitHub (langchain: MIT, agent-skills: MIT).
- Where can I find alternatives to langchain or agent-skills?
- GraphCanon lists graph-backed alternatives at langchain alternatives and agent-skills alternatives (langchain markdown twin, agent-skills 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 or agent-skills?
- langchain: Very active. agent-skills: 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 and agent-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain trust report; agent-skills trust report.