Comparison
guildai vs awesome-mcp-servers
Verdict
Pick guildai when license: guildai is Apache-2.0, awesome-mcp-servers is MIT; pick awesome-mcp-servers when license: awesome-mcp-servers is MIT, guildai is Apache-2.0.
Markdown twin · guildai alternatives · awesome-mcp-servers alternatives
GraphCanon updated today
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Trust & integrity
| Signal | guildai | awesome-mcp-servers |
|---|---|---|
| Maintenance | Dormant (438d since push) As of today · github_public_v1 | Very active (6d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | 138 low (138 low) As of today · osv@v1 | No MCP manifest As of today · mcp_manifest |
Tagline
- guildai
- Experiment tracking, ML developer tools
- awesome-mcp-servers
- A collection of MCP servers.
Stars
- guildai
- 903
- awesome-mcp-servers
- 91k
Forks
- guildai
- 93
- awesome-mcp-servers
- 13k
Open issues
- guildai
- 237
- awesome-mcp-servers
- 2.6k
Language
- guildai
- Python
- awesome-mcp-servers
- -
Adopt for
- guildai
- -
- awesome-mcp-servers
- -
Persona
- guildai
- -
- awesome-mcp-servers
- -
Runtime
- guildai
- -
- awesome-mcp-servers
- -
License
- guildai
- Apache-2.0
- awesome-mcp-servers
- MIT
Last pushed
- guildai
- Apr 29, 2025
- awesome-mcp-servers
- Jul 4, 2026
Categories
- guildai
- Model Training, Developer Tools
- awesome-mcp-servers
- Developer Tools
Trust and health
Maintenance
- guildai
- Dormant (18%)
- awesome-mcp-servers
- Very active (96%)
Days since push
- guildai
- 438d
- awesome-mcp-servers
- 6d
Open issues (now)
- guildai
- 237
- awesome-mcp-servers
- 2.6k
Owner type
- guildai
- Organization
- awesome-mcp-servers
- User
Security scan
- guildai
- 138 low (138 low)
- awesome-mcp-servers
- No MCP manifest
Full report
- guildai
- Trust report
- awesome-mcp-servers
- Trust report
Choose guildai if…
- License: guildai is Apache-2.0, awesome-mcp-servers is MIT.
- Tags unique to guildai: python.
- Also covers Model Training.
When NOT to use guildai
- Last GitHub push was 438 days ago (dormant maintenance, Apr 29, 2025). Validate activity before betting a new project on guildai.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose awesome-mcp-servers if…
- License: awesome-mcp-servers is MIT, guildai is Apache-2.0.
- Tags unique to awesome-mcp-servers: ai, mcp.
- More GitHub stars (91k vs 903) - visibility, not fit.
When NOT to use awesome-mcp-servers
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (guildai/guildai) · observed Jul 11, 2026
- GitHub forks (guildai/guildai) · observed Jul 11, 2026
- Last push (guildai/guildai) · observed Apr 29, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (punkpeye/awesome-mcp-servers) · observed Jul 11, 2026
- GitHub forks (punkpeye/awesome-mcp-servers) · observed Jul 11, 2026
- Last push (punkpeye/awesome-mcp-servers) · observed Jul 4, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: guildai 903 · awesome-mcp-servers 91k (synced Jul 11, 2026).
Common questions
- What is the difference between guildai and awesome-mcp-servers?
- guildai: Experiment tracking, ML developer tools. awesome-mcp-servers: A collection of MCP servers.. See the comparison table for live GitHub stats and shared categories.
- When should I choose guildai over awesome-mcp-servers?
- Choose guildai over awesome-mcp-servers when License: guildai is Apache-2.0, awesome-mcp-servers is MIT; Tags unique to guildai: python; Also covers Model Training.
- When should I choose awesome-mcp-servers over guildai?
- Choose awesome-mcp-servers over guildai when License: awesome-mcp-servers is MIT, guildai is Apache-2.0; Tags unique to awesome-mcp-servers: ai, mcp; More GitHub stars (91k vs 903) - visibility, not fit.
- When should I avoid guildai?
- Last GitHub push was 438 days ago (dormant maintenance, Apr 29, 2025). Validate activity before betting a new project on guildai. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid awesome-mcp-servers?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is guildai or awesome-mcp-servers more popular on GitHub?
- awesome-mcp-servers has more GitHub stars (90,602 vs 903). Stars measure visibility, not whether either tool fits your constraints.
- Are guildai and awesome-mcp-servers open source?
- Yes - both are open-source projects on GitHub (guildai: Apache-2.0, awesome-mcp-servers: MIT).
- Where can I find alternatives to guildai or awesome-mcp-servers?
- GraphCanon lists graph-backed alternatives at guildai alternatives and awesome-mcp-servers alternatives (guildai markdown twin, awesome-mcp-servers 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, guildai or awesome-mcp-servers?
- guildai: Dormant. awesome-mcp-servers: 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 guildai and awesome-mcp-servers?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: guildai trust report; awesome-mcp-servers trust report.