Comparison
mcp-agent vs agency
Verdict
Pick mcp-agent if allows creation of efficient AI agents via Model Context Protocol with workflow patterns; pick agency if agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques.
Markdown twin · mcp-agent alternatives · agency alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | mcp-agent | agency |
|---|---|---|
| Maintenance | Slowing (181d since push) As of 4w · github_public_v1 | Dormant (589d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- mcp-agent
- Build effective AI agents with Model Context Protocol.
- agency
- Library for exploring Large Language Models and generative AI in Go
Stars
- mcp-agent
- 8.5k
- agency
- 514
Forks
- mcp-agent
- 866
- agency
- 36
Open issues
- mcp-agent
- 140
- agency
- 4
Language
- mcp-agent
- Python
- agency
- Go
Adopt for
- mcp-agent
- Allows creation of efficient AI agents via Model Context Protocol with workflow patterns
- agency
- Agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques.
Persona
- mcp-agent
- -
- agency
- -
Runtime
- mcp-agent
- -
- agency
- -
License
- mcp-agent
- Apache-2.0
- agency
- MIT
Last pushed
- mcp-agent
- Jan 25, 2026
- agency
- Jan 8, 2025
Categories
- mcp-agent
- AI Agents
- agency
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- mcp-agent
- Slowing (36%)
- agency
- Dormant (18%)
Days since push
- mcp-agent
- 181d
- agency
- 589d
Open issues (now)
- mcp-agent
- 140
- agency
- 4
Stars delta
- mcp-agent
- Unknown
- agency
- +2 (30d)
Open issues delta
- mcp-agent
- Unknown
- agency
- 0 (30d)
Full report
- mcp-agent
- Trust report
- agency
- Trust report
Choose mcp-agent if…
- mcp-agent is primarily Python; agency is Go.
- License: mcp-agent is Apache-2.0, agency is MIT.
- Tags unique to mcp-agent: ai-agents, llm, mcp, model-context-protocol.
- Need to implement the Model Context Protocol specifically in your agent development
When NOT to use mcp-agent
- Require a more customizable approach beyond pre-defined protocol and workflows
- Project demands specific AI frameworks unsupported by Model Context Protocol directly
Choose agency if…
- agency is primarily Go; mcp-agent is Python.
- License: agency is MIT, mcp-agent is Apache-2.0.
- Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository..
- Tags unique to agency: generative-ai, go, language-models, neural-networks.
- Also covers LLM Frameworks.
- If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency.
When NOT to use agency
- Avoid agency if your primary programming expertise lies outside of the Go ecosystem.
- Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (lastmile-ai/mcp-agent) · observed Jul 26, 2026
- GitHub forks (lastmile-ai/mcp-agent) · observed Jul 26, 2026
- Last push (lastmile-ai/mcp-agent) · observed Jan 25, 2026
- License file (Apache-2.0) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (neurocult/agency) · observed Aug 21, 2026
- GitHub forks (neurocult/agency) · observed Aug 21, 2026
- Last push (neurocult/agency) · observed Jan 8, 2025
- License file (MIT) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: mcp-agent 8.5k · agency 514 (synced Jul 26, 2026).
Common questions
- What is the difference between mcp-agent and agency?
- mcp-agent: Build effective AI agents with Model Context Protocol.. agency: Library for exploring Large Language Models and generative AI in Go. See the comparison table for live GitHub stats and shared categories.
- When should I choose mcp-agent over agency?
- Choose mcp-agent over agency when mcp-agent is primarily Python; agency is Go; License: mcp-agent is Apache-2.0, agency is MIT; Tags unique to mcp-agent: ai-agents, llm, mcp, model-context-protocol; Need to implement the Model Context Protocol specifically in your agent development.
- When should I choose agency over mcp-agent?
- Choose agency over mcp-agent when agency is primarily Go; mcp-agent is Python; License: agency is MIT, mcp-agent is Apache-2.0; Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository.; Tags unique to agency: generative-ai, go, language-models, neural-networks; Also covers LLM Frameworks; If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency.
- When should I avoid mcp-agent?
- Require a more customizable approach beyond pre-defined protocol and workflows Project demands specific AI frameworks unsupported by Model Context Protocol directly
- When should I avoid agency?
- Avoid agency if your primary programming expertise lies outside of the Go ecosystem. Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide.
- Is mcp-agent or agency more popular on GitHub?
- mcp-agent has more GitHub stars (8,478 vs 514). Stars measure visibility, not whether either tool fits your constraints.
- Are mcp-agent and agency open source?
- Yes - both are open-source projects on GitHub (mcp-agent: Apache-2.0, agency: MIT).
- Where can I find alternatives to mcp-agent or agency?
- GraphCanon lists graph-backed alternatives at mcp-agent alternatives and agency alternatives (mcp-agent markdown twin, agency 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, mcp-agent or agency?
- mcp-agent: Slowing. agency: Dormant. 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 mcp-agent and agency?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mcp-agent trust report; agency trust report.