Comparison
prompts.chat vs fastapi_mcp
Verdict
Pick prompts.chat when prompts.chat is primarily HTML; fastapi_mcp is Python; pick fastapi_mcp when fastapi_mcp is primarily Python; prompts.chat is HTML.
Markdown twin · prompts.chat alternatives · fastapi_mcp alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | prompts.chat | fastapi_mcp |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (228d 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 lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- prompts.chat
- Share, discover, and collect prompts from the community
- fastapi_mcp
- Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Stars
- prompts.chat
- 165k
- fastapi_mcp
- 12k
Forks
- prompts.chat
- 21k
- fastapi_mcp
- 952
Open issues
- prompts.chat
- 60
- fastapi_mcp
- 158
Language
- prompts.chat
- HTML
- fastapi_mcp
- Python
Adopt for
- prompts.chat
- Critical decision points for evaluating `prompts.chat`
- fastapi_mcp
- -
Persona
- prompts.chat
- -
- fastapi_mcp
- -
Runtime
- prompts.chat
- -
- fastapi_mcp
- -
License
- prompts.chat
- Other
- fastapi_mcp
- MIT
Last pushed
- prompts.chat
- Jul 11, 2026
- fastapi_mcp
- Nov 24, 2025
Categories
- prompts.chat
- LLM Frameworks, Developer Tools
- fastapi_mcp
- LLM Frameworks, Developer Tools
Trust and health
Maintenance
- prompts.chat
- Very active (96%)
- fastapi_mcp
- Slowing (36%)
Days since push
- prompts.chat
- 0d
- fastapi_mcp
- 228d
Open issues (now)
- prompts.chat
- 60
- fastapi_mcp
- 158
Owner type
- prompts.chat
- User
- fastapi_mcp
- Organization
Security scan
- prompts.chat
- No lockfile
- fastapi_mcp
- No MCP manifest
Full report
- prompts.chat
- Trust report
- fastapi_mcp
- Trust report
Choose prompts.chat if…
- prompts.chat is primarily HTML; fastapi_mcp is Python.
- License: prompts.chat is Other, fastapi_mcp is MIT.
- Tags unique to prompts.chat: artificial-intelligence, gemini, machine-learning, awesome-list.
- Critical decision points for evaluating `prompts.chat`
When NOT to use prompts.chat
- 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.
Choose fastapi_mcp if…
- fastapi_mcp is primarily Python; prompts.chat is HTML.
- License: fastapi_mcp is MIT, prompts.chat is Other.
- Tags unique to fastapi_mcp: authentication, fastapi, cursor, mcp.
When NOT to use fastapi_mcp
- Last GitHub push was 229 days ago (slowing maintenance, Nov 24, 2025). Validate activity before betting a new project on fastapi_mcp.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (f/prompts.chat) · observed Jul 11, 2026
- GitHub forks (f/prompts.chat) · observed Jul 11, 2026
- Last push (f/prompts.chat) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (tadata-org/fastapi_mcp) · observed Jul 11, 2026
- GitHub forks (tadata-org/fastapi_mcp) · observed Jul 11, 2026
- Last push (tadata-org/fastapi_mcp) · observed Nov 24, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: prompts.chat 165k · fastapi_mcp 12k (synced Jul 11, 2026).
Common questions
- What is the difference between prompts.chat and fastapi_mcp?
- prompts.chat: Share, discover, and collect prompts from the community. fastapi_mcp: Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!. See the comparison table for live GitHub stats and shared categories.
- When should I choose prompts.chat over fastapi_mcp?
- Choose prompts.chat over fastapi_mcp when prompts.chat is primarily HTML; fastapi_mcp is Python; License: prompts.chat is Other, fastapi_mcp is MIT; Tags unique to prompts.chat: artificial-intelligence, gemini, machine-learning, awesome-list; Critical decision points for evaluating
prompts.chat. - When should I choose fastapi_mcp over prompts.chat?
- Choose fastapi_mcp over prompts.chat when fastapi_mcp is primarily Python; prompts.chat is HTML; License: fastapi_mcp is MIT, prompts.chat is Other; Tags unique to fastapi_mcp: authentication, fastapi, cursor, mcp.
- When should I avoid prompts.chat?
- 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.
- When should I avoid fastapi_mcp?
- Last GitHub push was 229 days ago (slowing maintenance, Nov 24, 2025). Validate activity before betting a new project on fastapi_mcp. 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.
- Is prompts.chat or fastapi_mcp more popular on GitHub?
- prompts.chat has more GitHub stars (165,372 vs 11,939). Stars measure visibility, not whether either tool fits your constraints.
- Are prompts.chat and fastapi_mcp open source?
- Yes - both are open-source projects on GitHub (prompts.chat: Other, fastapi_mcp: MIT).
- Where can I find alternatives to prompts.chat or fastapi_mcp?
- GraphCanon lists graph-backed alternatives at prompts.chat alternatives and fastapi_mcp alternatives (prompts.chat markdown twin, fastapi_mcp 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, prompts.chat or fastapi_mcp?
- prompts.chat: Very active. fastapi_mcp: 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 prompts.chat and fastapi_mcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: prompts.chat trust report; fastapi_mcp trust report.