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Comparison

agno vs MCPControl

Verdict

Pick agno when agno is primarily Python; MCPControl is TypeScript; pick MCPControl when mCPControl is primarily TypeScript; agno is Python.

Markdown twin · agno alternatives · MCPControl alternatives

GraphCanon updated today

agno logo

agno

agno-agi/agno

★ 41kpushed Jul 11, 2026
vs
MCPControl logo

MCPControl

claude-did-this/MCPControl

★ 328pushed Dec 2, 2025

Trust & integrity

SignalagnoMCPControl
Maintenance
Very active (0d since push)
As of today · github_public_v1
Slowing (220d 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
10 low (10 low)
As of today · osv@v1
agno trust reportMCPControl trust reportTrust methodology

Tagline

agno
Build, run, and manage your own agent platform.
MCPControl
MCP server for Windows OS automation

Stars

agno
41k
MCPControl
328

Forks

agno
5.6k
MCPControl
52

Open issues

agno
1.0k
MCPControl
41

Language

agno
Python
MCPControl
TypeScript

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.
MCPControl
-

Persona

agno
-
MCPControl
-

Runtime

agno
-
MCPControl
-

License

agno
Apache-2.0
MCPControl
MIT

Last pushed

agno
Jul 11, 2026
MCPControl
Dec 2, 2025

Categories

agno
AI Agents, Developer Tools
MCPControl
Computer Vision, Developer Tools

Trust and health

Maintenance

agno
Very active (96%)
MCPControl
Slowing (36%)

Days since push

agno
0d
MCPControl
220d

Open issues (now)

agno
1.0k
MCPControl
41

Security scan

agno
No lockfile
MCPControl
10 low (10 low)

Full report

agno
Trust report
MCPControl
Trust report

Choose agno if…

  • agno is primarily Python; MCPControl is TypeScript.
  • License: agno is Apache-2.0, MCPControl is MIT.
  • Tags unique to agno: agents, python, developer-tools, ai-agents.
  • 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 MCPControl if…

  • MCPControl is primarily TypeScript; agno is Python.
  • License: MCPControl is MIT, agno is Apache-2.0.
  • Tags unique to MCPControl: windows, ai, os-automation, computer-control.
  • Also covers Computer Vision.
  • MCPControl ships an MCP server manifest.

When NOT to use MCPControl

  • Last GitHub push was 221 days ago (slowing maintenance, Dec 2, 2025). Validate activity before betting a new project on MCPControl.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Explore

agno trust report →MCPControl trust report →AI Agents category →Developer Tools category →Computer Vision 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 · MCPControl 328 (synced Jul 11, 2026).

Common questions

What is the difference between agno and MCPControl?
agno: Build, run, and manage your own agent platform.. MCPControl: MCP server for Windows OS automation. See the comparison table for live GitHub stats and shared categories.
When should I choose agno over MCPControl?
Choose agno over MCPControl when agno is primarily Python; MCPControl is TypeScript; License: agno is Apache-2.0, MCPControl is MIT; Tags unique to agno: agents, python, developer-tools, ai-agents; 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 MCPControl over agno?
Choose MCPControl over agno when MCPControl is primarily TypeScript; agno is Python; License: MCPControl is MIT, agno is Apache-2.0; Tags unique to MCPControl: windows, ai, os-automation, computer-control; Also covers Computer Vision; MCPControl ships an MCP server manifest.
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 MCPControl?
Last GitHub push was 221 days ago (slowing maintenance, Dec 2, 2025). Validate activity before betting a new project on MCPControl. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Is agno or MCPControl more popular on GitHub?
agno has more GitHub stars (41,090 vs 328). Stars measure visibility, not whether either tool fits your constraints.
Are agno and MCPControl open source?
Yes - both are open-source projects on GitHub (agno: Apache-2.0, MCPControl: MIT).
Where can I find alternatives to agno or MCPControl?
GraphCanon lists graph-backed alternatives at agno alternatives and MCPControl alternatives (agno markdown twin, MCPControl 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 MCPControl?
agno: Very active. MCPControl: 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 agno and MCPControl?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agno trust report; MCPControl trust report.