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Comparison

agno vs MiniMax-MCP

Verdict

Pick agno when license: agno is Apache-2.0, MiniMax-MCP is MIT; pick MiniMax-MCP when license: MiniMax-MCP is MIT, agno is Apache-2.0.

Markdown twin · agno alternatives · MiniMax-MCP alternatives

GraphCanon updated today

agno logo

agno

agno-agi/agno

★ 41kpushed Jul 11, 2026
vs
MiniMax-MCP logo

MiniMax-MCP

MiniMax-AI/MiniMax-MCP

★ 1.5kpushed May 21, 2026

Trust & integrity

SignalagnoMiniMax-MCP
Maintenance
Very active (0d since push)
As of today · github_public_v1
Steady (51d 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 lockfile
As of today · none
2 low (2 low)
As of today · mcp_manifest@v1
agno trust reportMiniMax-MCP trust reportTrust methodology

Tagline

agno
Build, run, and manage your own agent platform.
MiniMax-MCP
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

Stars

agno
41k
MiniMax-MCP
1.5k

Forks

agno
5.6k
MiniMax-MCP
272

Open issues

agno
1.0k
MiniMax-MCP
35

Language

agno
Python
MiniMax-MCP
Python

Adopt for

agno
Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
MiniMax-MCP
-

Persona

agno
-
MiniMax-MCP
-

Runtime

agno
-
MiniMax-MCP
-

License

agno
Apache-2.0
MiniMax-MCP
MIT

Last pushed

agno
Jul 11, 2026
MiniMax-MCP
May 21, 2026

Categories

agno
AI Agents, Developer Tools
MiniMax-MCP
Computer Vision, Developer Tools, Speech & Audio

Trust and health

Maintenance

agno
Very active (96%)
MiniMax-MCP
Steady (60%)

Days since push

agno
0d
MiniMax-MCP
51d

Open issues (now)

agno
1.0k
MiniMax-MCP
35

Security scan

agno
No lockfile
MiniMax-MCP
2 low (2 low)

Full report

agno
Trust report
MiniMax-MCP
Trust report

Choose agno if…

  • License: agno is Apache-2.0, MiniMax-MCP is MIT.
  • Tags unique to agno: agents, ai-agents, developer-tools, python.
  • Also covers AI Agents.
  • Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.

When NOT to use agno

  • 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.
GitHubDetails

Choose MiniMax-MCP if…

  • License: MiniMax-MCP is MIT, agno is Apache-2.0.
  • Tags unique to MiniMax-MCP: image-generation, image-to-video, mcp, mcp-server.
  • Also covers Computer Vision, Speech & Audio.

When NOT to use MiniMax-MCP

  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Explore

agno trust report →MiniMax-MCP trust report →AI Agents category →Developer Tools category →Computer Vision category →Speech & Audio category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: agno 41k · MiniMax-MCP 1.5k (synced Jul 11, 2026).

Common questions

What is the difference between agno and MiniMax-MCP?
agno: Build, run, and manage your own agent platform.. MiniMax-MCP: Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.. See the comparison table for live GitHub stats and shared categories.
When should I choose agno over MiniMax-MCP?
Choose agno over MiniMax-MCP when License: agno is Apache-2.0, MiniMax-MCP is MIT; Tags unique to agno: agents, ai-agents, developer-tools, python; Also covers AI Agents; Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
When should I choose MiniMax-MCP over agno?
Choose MiniMax-MCP over agno when License: MiniMax-MCP is MIT, agno is Apache-2.0; Tags unique to MiniMax-MCP: image-generation, image-to-video, mcp, mcp-server; Also covers Computer Vision, Speech & Audio.
When should I avoid agno?
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 MiniMax-MCP?
Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Is agno or MiniMax-MCP more popular on GitHub?
agno has more GitHub stars (41,090 vs 1,527). Stars measure visibility, not whether either tool fits your constraints.
Are agno and MiniMax-MCP open source?
Yes - both are open-source projects on GitHub (agno: Apache-2.0, MiniMax-MCP: MIT).
Where can I find alternatives to agno or MiniMax-MCP?
GraphCanon lists graph-backed alternatives at agno alternatives and MiniMax-MCP alternatives (agno markdown twin, MiniMax-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, agno or MiniMax-MCP?
agno: Very active. MiniMax-MCP: Steady. 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 agno and MiniMax-MCP?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agno trust report; MiniMax-MCP trust report.