Comparison
meta-ads-mcp vs AgentGPT
Verdict
Pick meta-ads-mcp if meta-ads-mcp offers a hosted service specifically designed for integrating with AI agents to manage advertising on Meta platforms such as Facebook and Instagram through the Model Context Protocol (MCP); pick AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those.
Markdown twin · meta-ads-mcp alternatives · AgentGPT alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | meta-ads-mcp | AgentGPT |
|---|---|---|
| Maintenance | Very active (3d since push) As of 4w · github_public_v1 | Archived (466d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 2w · 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
- meta-ads-mcp
- Meta Ads MCP server for Claude, ChatGPT, Perplexity & Cursor
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- meta-ads-mcp
- 1.1k
- AgentGPT
- 36k
Forks
- meta-ads-mcp
- 254
- AgentGPT
- 9.3k
Open issues
- meta-ads-mcp
- 15
- AgentGPT
- 219
Language
- meta-ads-mcp
- Python
- AgentGPT
- TypeScript
Adopt for
- meta-ads-mcp
- meta-ads-mcp offers a hosted service specifically designed for integrating with AI agents to manage advertising on Meta platforms such as Facebook and Instagram through the Model Context Protocol (MCP).
- AgentGPT
- AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects
Persona
- meta-ads-mcp
- -
- AgentGPT
- -
Runtime
- meta-ads-mcp
- -
- AgentGPT
- -
License
- meta-ads-mcp
- The license details were categorized as 'Other'; users should evaluate licensing terms from primary sources before adoption.
- AgentGPT
- GPL-3.0
Last pushed
- meta-ads-mcp
- Jul 23, 2026
- AgentGPT
- Apr 29, 2025
Categories
- meta-ads-mcp
- AI Agents
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- meta-ads-mcp
- Very active (96%)
- AgentGPT
- Archived (8%)
Days since push
- meta-ads-mcp
- 3d
- AgentGPT
- 466d
Archived on GitHub
- meta-ads-mcp
- No
- AgentGPT
- Yes
Open issues (now)
- meta-ads-mcp
- 15
- AgentGPT
- 219
Full report
- meta-ads-mcp
- Trust report
- AgentGPT
- Trust report
Choose meta-ads-mcp if…
- meta-ads-mcp is primarily Python; AgentGPT is TypeScript.
- License: meta-ads-mcp is Other, AgentGPT is GPL-3.0.
- Pricing: A free plan is offered, designed for initial trials or small-scale operations. Additional costs are likely for advanced features or larger volumes of ad placements..
- Requirements: This service does not require self-hosting; it operates as a hosted solution..
- Tags unique to meta-ads-mcp: advertising, meta business partner, model-context-protocol.
- When you need an out-of-the-box solution that integrates seamlessly with popular AI tools like Claude or ChatGPT to automate ad placements on both Facebook and Instagram.
When NOT to use meta-ads-mcp
- When self-hosting is preferred for tighter control over server configurations and security settings.
- If your advertising campaigns are primarily focused on non-Meta platforms such as Twitter or LinkedIn, then the integration services offered by meta-ads-mcp would not be applicable to your needs.
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; meta-ads-mcp is Python.
- License: AgentGPT is GPL-3.0, meta-ads-mcp is Other.
- Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup.
- Also covers Developer Tools.
- When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI
When NOT to use AgentGPT
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box
- Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (pipeboard-co/meta-ads-mcp) · observed Jul 27, 2026
- GitHub forks (pipeboard-co/meta-ads-mcp) · observed Jul 27, 2026
- Last push (pipeboard-co/meta-ads-mcp) · observed Jul 23, 2026
- License file (Other) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (reworkd/AgentGPT) · observed Aug 8, 2026
- GitHub forks (reworkd/AgentGPT) · observed Aug 8, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: meta-ads-mcp 1.1k · AgentGPT 36k (synced Jul 27, 2026).
Common questions
- What is the difference between meta-ads-mcp and AgentGPT?
- meta-ads-mcp: Meta Ads MCP server for Claude, ChatGPT, Perplexity & Cursor. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose meta-ads-mcp over AgentGPT?
- Choose meta-ads-mcp over AgentGPT when meta-ads-mcp is primarily Python; AgentGPT is TypeScript; License: meta-ads-mcp is Other, AgentGPT is GPL-3.0; Pricing: A free plan is offered, designed for initial trials or small-scale operations. Additional costs are likely for advanced features or larger volumes of ad placements.; Requirements: This service does not require self-hosting; it operates as a hosted solution.; Tags unique to meta-ads-mcp: advertising, meta business partner, model-context-protocol; When you need an out-of-the-box solution that integrates seamlessly with popular AI tools like Claude or ChatGPT to automate ad placements on both Facebook and Instagram.
- When should I choose AgentGPT over meta-ads-mcp?
- Choose AgentGPT over meta-ads-mcp when AgentGPT is primarily TypeScript; meta-ads-mcp is Python; License: AgentGPT is GPL-3.0, meta-ads-mcp is Other; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers Developer Tools; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- When should I avoid meta-ads-mcp?
- When self-hosting is preferred for tighter control over server configurations and security settings. If your advertising campaigns are primarily focused on non-Meta platforms such as Twitter or LinkedIn, then the integration services offered by meta-ads-mcp would not be applicable to your needs.
- When should I avoid AgentGPT?
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
- Is meta-ads-mcp or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,304 vs 1,108). Stars measure visibility, not whether either tool fits your constraints.
- Are meta-ads-mcp and AgentGPT open source?
- Yes - both are open-source projects on GitHub (meta-ads-mcp: Other, AgentGPT: GPL-3.0).
- Where can I find alternatives to meta-ads-mcp or AgentGPT?
- GraphCanon lists graph-backed alternatives at meta-ads-mcp alternatives and AgentGPT alternatives (meta-ads-mcp markdown twin, AgentGPT 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, meta-ads-mcp or AgentGPT?
- meta-ads-mcp: Very active. AgentGPT: Archived. 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 meta-ads-mcp and AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: meta-ads-mcp trust report; AgentGPT trust report.