Comparison
Agent-Reach vs fastapi_mcp
Verdict
Pick Agent-Reach when tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; pick fastapi_mcp when tags unique to fastapi_mcp: authentication, llm, ai, fastapi.
Markdown twin · Agent-Reach alternatives · fastapi_mcp alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | Agent-Reach | 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 MCP manifest As of today · mcp_manifest | No MCP manifest As of today · mcp_manifest |
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.
- fastapi_mcp
- Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Stars
- Agent-Reach
- 55k
- fastapi_mcp
- 12k
Forks
- Agent-Reach
- 4.5k
- fastapi_mcp
- 952
Open issues
- Agent-Reach
- 144
- fastapi_mcp
- 158
Language
- Agent-Reach
- Python
- fastapi_mcp
- Python
Adopt for
- Agent-Reach
- -
- fastapi_mcp
- -
Persona
- Agent-Reach
- -
- fastapi_mcp
- -
Runtime
- Agent-Reach
- -
- fastapi_mcp
- -
License
- Agent-Reach
- MIT
- fastapi_mcp
- MIT
Last pushed
- Agent-Reach
- Jul 10, 2026
- fastapi_mcp
- Nov 24, 2025
Categories
- Agent-Reach
- LLM Frameworks, AI Agents, Developer Tools
- fastapi_mcp
- LLM Frameworks, Developer Tools
Trust and health
Maintenance
- Agent-Reach
- Very active (96%)
- fastapi_mcp
- Slowing (36%)
Days since push
- Agent-Reach
- 0d
- fastapi_mcp
- 228d
Open issues (now)
- Agent-Reach
- 144
- fastapi_mcp
- 158
Owner type
- Agent-Reach
- User
- fastapi_mcp
- Organization
Full report
- Agent-Reach
- Trust report
- fastapi_mcp
- Trust report
Choose Agent-Reach if…
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers AI Agents.
- More GitHub stars (55k vs 12k) - visibility, not fit.
When NOT to use Agent-Reach
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- 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.
Choose fastapi_mcp if…
- Tags unique to fastapi_mcp: authentication, llm, ai, fastapi.
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 (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 (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: Agent-Reach 55k · fastapi_mcp 12k (synced Jul 11, 2026).
Common questions
- What is the difference between Agent-Reach and fastapi_mcp?
- 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.. 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 Agent-Reach over fastapi_mcp?
- Choose Agent-Reach over fastapi_mcp when Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers AI Agents; More GitHub stars (55k vs 12k) - visibility, not fit.
- When should I choose fastapi_mcp over Agent-Reach?
- Choose fastapi_mcp over Agent-Reach when Tags unique to fastapi_mcp: authentication, llm, ai, fastapi.
- When should I avoid Agent-Reach?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. 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.
- 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 Agent-Reach or fastapi_mcp more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 11,939). Stars measure visibility, not whether either tool fits your constraints.
- Are Agent-Reach and fastapi_mcp open source?
- Yes - both are open-source projects on GitHub (Agent-Reach: MIT, fastapi_mcp: MIT).
- Where can I find alternatives to Agent-Reach or fastapi_mcp?
- GraphCanon lists graph-backed alternatives at Agent-Reach alternatives and fastapi_mcp alternatives (Agent-Reach 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, Agent-Reach or fastapi_mcp?
- Agent-Reach: 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 Agent-Reach and fastapi_mcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent-Reach trust report; fastapi_mcp trust report.