Comparison
Agent-Reach vs semtools
Verdict
Pick Agent-Reach when agent-Reach is primarily Python; semtools is Rust; pick semtools when semtools is primarily Rust; Agent-Reach is Python.
Markdown twin · Agent-Reach alternatives · semtools alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | Agent-Reach | semtools |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (121d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- Agent-Reach
- Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
- semtools
- Semantic search and document parsing tools for the command line
Stars
- Agent-Reach
- 55k
- semtools
- 1.8k
Forks
- Agent-Reach
- 4.5k
- semtools
- 136
Open issues
- Agent-Reach
- 144
- semtools
- 6
Language
- Agent-Reach
- Python
- semtools
- Rust
Adopt for
- Agent-Reach
- -
- semtools
- -
Persona
- Agent-Reach
- -
- semtools
- -
Runtime
- Agent-Reach
- -
- semtools
- -
License
- Agent-Reach
- MIT
- semtools
- MIT
Last pushed
- Agent-Reach
- Jul 10, 2026
- semtools
- Mar 11, 2026
Categories
- Agent-Reach
- AI Agents, Developer Tools, LLM Frameworks
- semtools
- Developer Tools, Vector Databases
Trust and health
Maintenance
- Agent-Reach
- Very active (96%)
- semtools
- Slowing (36%)
Days since push
- Agent-Reach
- 0d
- semtools
- 121d
Open issues (now)
- Agent-Reach
- 144
- semtools
- 6
Owner type
- Agent-Reach
- User
- semtools
- Organization
Security scan
- Agent-Reach
- No MCP manifest
- semtools
- No lockfile
Full report
- Agent-Reach
- Trust report
- semtools
- Trust report
Choose Agent-Reach if…
- Agent-Reach is primarily Python; semtools is Rust.
- Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation.
- Also covers AI Agents, LLM Frameworks.
When NOT to use Agent-Reach
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose semtools if…
- semtools is primarily Rust; Agent-Reach is Python.
- Tags unique to semtools: embeddings, parser, rust, search.
- Also covers Vector Databases.
When NOT to use semtools
- Last GitHub push was 122 days ago (slowing maintenance, Mar 11, 2026). Validate activity before betting a new project on semtools.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- 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 (Panniantong/Agent-Reach) · observed Jul 11, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Jul 11, 2026
- Last push (Panniantong/Agent-Reach) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (run-llama/semtools) · observed Jul 11, 2026
- GitHub forks (run-llama/semtools) · observed Jul 11, 2026
- Last push (run-llama/semtools) · observed Mar 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Agent-Reach 55k · semtools 1.8k (synced Jul 11, 2026).
Common questions
- What is the difference between Agent-Reach and semtools?
- Agent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. semtools: Semantic search and document parsing tools for the command line. See the comparison table for live GitHub stats and shared categories.
- When should I choose Agent-Reach over semtools?
- Choose Agent-Reach over semtools when Agent-Reach is primarily Python; semtools is Rust; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers AI Agents, LLM Frameworks.
- When should I choose semtools over Agent-Reach?
- Choose semtools over Agent-Reach when semtools is primarily Rust; Agent-Reach is Python; Tags unique to semtools: embeddings, parser, rust, search; Also covers Vector Databases.
- When should I avoid Agent-Reach?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid semtools?
- Last GitHub push was 122 days ago (slowing maintenance, Mar 11, 2026). Validate activity before betting a new project on semtools. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is Agent-Reach or semtools more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 1,830). Stars measure visibility, not whether either tool fits your constraints.
- Are Agent-Reach and semtools open source?
- Yes - both are open-source projects on GitHub (Agent-Reach: MIT, semtools: MIT).
- Where can I find alternatives to Agent-Reach or semtools?
- GraphCanon lists graph-backed alternatives at Agent-Reach alternatives and semtools alternatives (Agent-Reach markdown twin, semtools 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, Agent-Reach or semtools?
- Agent-Reach: Very active. semtools: Slowing. 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 Agent-Reach and semtools?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent-Reach trust report; semtools trust report.