Comparison
fastapi_mcp vs context7
Verdict
Pick fastapi_mcp when fastapi_mcp is primarily Python; context7 is TypeScript; pick context7 when context7 is primarily TypeScript; fastapi_mcp is Python.
Markdown twin · fastapi_mcp alternatives · context7 alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | fastapi_mcp | context7 |
|---|---|---|
| Maintenance | Slowing (228d 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 MCP manifest As of today · mcp_manifest | No MCP manifest As of today · mcp_manifest |
Tagline
- fastapi_mcp
- Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
- context7
- Up-to-date code documentation for LLMs and AI code editors
Stars
- fastapi_mcp
- 12k
- context7
- 59k
Forks
- fastapi_mcp
- 952
- context7
- 2.8k
Open issues
- fastapi_mcp
- 158
- context7
- 28
Language
- fastapi_mcp
- Python
- context7
- TypeScript
Adopt for
- fastapi_mcp
- -
- 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
- fastapi_mcp
- -
- context7
- -
Runtime
- fastapi_mcp
- -
- context7
- -
License
- fastapi_mcp
- MIT
- context7
- MIT
Last pushed
- fastapi_mcp
- Nov 24, 2025
- context7
- Jul 10, 2026
Categories
- fastapi_mcp
- LLM Frameworks, Developer Tools
- context7
- LLM Frameworks, Developer Tools
Trust and health
Maintenance
- fastapi_mcp
- Slowing (36%)
- context7
- Very active (96%)
Days since push
- fastapi_mcp
- 228d
- context7
- 0d
Open issues (now)
- fastapi_mcp
- 158
- context7
- 28
Full report
- fastapi_mcp
- Trust report
- context7
- Trust report
Choose fastapi_mcp if…
- fastapi_mcp is primarily Python; context7 is TypeScript.
- Tags unique to fastapi_mcp: authentication, ai, fastapi, claude.
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.
Choose context7 if…
- context7 is primarily TypeScript; fastapi_mcp is Python.
- Tags unique to context7: mcp-server, vibe-coding.
- When your project heavily relies on Large Language Models or AI-based code editors for enhancing development efficiency.
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 (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 (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: fastapi_mcp 12k · context7 59k (synced Jul 11, 2026).
Common questions
- What is the difference between fastapi_mcp and context7?
- fastapi_mcp: Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!. 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 fastapi_mcp over context7?
- Choose fastapi_mcp over context7 when fastapi_mcp is primarily Python; context7 is TypeScript; Tags unique to fastapi_mcp: authentication, ai, fastapi, claude.
- When should I choose context7 over fastapi_mcp?
- Choose context7 over fastapi_mcp when context7 is primarily TypeScript; fastapi_mcp is Python; Tags unique to context7: mcp-server, vibe-coding; When your project heavily relies on Large Language Models or AI-based code editors for enhancing development efficiency.
- 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.
- 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 fastapi_mcp or context7 more popular on GitHub?
- context7 has more GitHub stars (58,913 vs 11,939). Stars measure visibility, not whether either tool fits your constraints.
- Are fastapi_mcp and context7 open source?
- Yes - both are open-source projects on GitHub (fastapi_mcp: MIT, context7: MIT).
- Where can I find alternatives to fastapi_mcp or context7?
- GraphCanon lists graph-backed alternatives at fastapi_mcp alternatives and context7 alternatives (fastapi_mcp 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, fastapi_mcp or context7?
- fastapi_mcp: Slowing. 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 fastapi_mcp and context7?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: fastapi_mcp trust report; context7 trust report.