--- title: "gate22 vs RagaAI-Catalyst" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/aipotheosis-labs-gate22-vs-raga-ai-hub-ragaai-catalyst" tools: ["aipotheosis-labs-gate22", "raga-ai-hub-ragaai-catalyst"] --- # gate22 vs RagaAI-Catalyst *GraphCanon updated Jul 15, 2026* ## Verdict Pick gate22 if gate22 is an open-source MCP gateway and control plane for governing AI agents' tool usage and actions with comprehensive auditability; pick RagaAI-Catalyst if ragaAI-Catalyst emerges as a specialized Python framework designed for monitoring and evaluating AI agents, with unique features around self-hosted dashboards, advanced analytics, and support for tracing and debugging LL. [gate22](https://gateway.aci.dev) reports 177 GitHub stars, 22 forks, and 23 open issues, last pushed Dec 12, 2025. [RagaAI-Catalyst](https://catalyst.raga.ai/) has 16k stars, 3.6k forks, and 34 open issues, last pushed Feb 11, 2026. Figures are from public GitHub metadata via [gate22's repository](https://github.com/aipotheosis-labs/gate22) and [RagaAI-Catalyst's repository](https://github.com/raga-ai-hub/RagaAI-Catalyst). | | [gate22](/tools/aipotheosis-labs-gate22.md) | [RagaAI-Catalyst](/tools/raga-ai-hub-ragaai-catalyst.md) | | --- | --- | --- | | Tagline | MCP gateway and control plane for agent governance | Python SDK for AI agent observability and evaluation | | Stars | 177 | 16,145 | | Forks | 22 | 3,576 | | Open issues | 23 | 34 | | Language | TypeScript | Python | | Adopt for | Gate22 is an open-source MCP gateway and control plane for governing AI agents' tool usage and actions with comprehensive auditability. | RagaAI-Catalyst emerges as a specialized Python framework designed for monitoring and evaluating AI agents, with unique features around self-hosted dashboards, advanced analytics, and support for tracing and debugging LL | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | AI Agents, Evaluation & Observability | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [gate22](/tools/aipotheosis-labs-gate22.md) | [RagaAI-Catalyst](/tools/raga-ai-hub-ragaai-catalyst.md) | | --- | --- | --- | | Days since push | 215d | 149d | | Open issues (now) | 23 | 34 | | Full report | [trust report](/tools/aipotheosis-labs-gate22/trust.md) | [trust report](/tools/raga-ai-hub-ragaai-catalyst/trust.md) | ## Decision facts: gate22 - **Adopt for:** Gate22 is an open-source MCP gateway and control plane for governing AI agents' tool usage and actions with comprehensive auditability. ## Decision facts: RagaAI-Catalyst - **Adopt for:** RagaAI-Catalyst emerges as a specialized Python framework designed for monitoring and evaluating AI agents, with unique features around self-hosted dashboards, advanced analytics, and support for tracing and debugging LL ## Choose when ### Choose gate22 if… - gate22 is primarily TypeScript; RagaAI-Catalyst is Python. - Tags unique to gate22: ai-agents, control-plane, gateway, guardrails. - When you need to standardize governance over the tools and actions across various AI environments such as agentic IDEs. ### Choose RagaAI-Catalyst if… - RagaAI-Catalyst is primarily Python; gate22 is TypeScript. - Tags unique to RagaAI-Catalyst: agentic-ai, agentic-ai-development, agentneo, ai-agent-monitoring. - When you need comprehensive tools for the observability of complex multi-agentic systems. ## When NOT to use gate22 - For scenarios where a closed-source solution is preferred due to specific confidentiality or proprietary concerns. - If the organization's tech stack does not align well with TypeScript, which Gate22 employs for its development. ## When NOT to use RagaAI-Catalyst - When you prefer a language-agnostic solution or require support outside of the Python ecosystem. - If your primary need is focused solely on basic monitoring without advanced debugging and evaluation features. - For projects that do not utilize multi-agentic systems or do not benefit from timeline and execution graph visualizations. - In scenarios where a fully managed service with no self-hosting requirements is preferred. ## Common questions ### What is the difference between gate22 and RagaAI-Catalyst? gate22: MCP gateway and control plane for agent governance. RagaAI-Catalyst: Python SDK for AI agent observability and evaluation. See the comparison table for live GitHub stats and shared categories. ### When should I choose gate22 over RagaAI-Catalyst? Choose gate22 over RagaAI-Catalyst when gate22 is primarily TypeScript; RagaAI-Catalyst is Python; Tags unique to gate22: ai-agents, control-plane, gateway, guardrails; When you need to standardize governance over the tools and actions across various AI environments such as agentic IDEs. ### When should I choose RagaAI-Catalyst over gate22? Choose RagaAI-Catalyst over gate22 when RagaAI-Catalyst is primarily Python; gate22 is TypeScript; Tags unique to RagaAI-Catalyst: agentic-ai, agentic-ai-development, agentneo, ai-agent-monitoring; When you need comprehensive tools for the observability of complex multi-agentic systems. ### When should I avoid gate22? For scenarios where a closed-source solution is preferred due to specific confidentiality or proprietary concerns. If the organization's tech stack does not align well with TypeScript, which Gate22 employs for its development. ### When should I avoid RagaAI-Catalyst? When you prefer a language-agnostic solution or require support outside of the Python ecosystem. If your primary need is focused solely on basic monitoring without advanced debugging and evaluation features. For projects that do not utilize multi-agentic systems or do not benefit from timeline and execution graph visualizations. In scenarios where a fully managed service with no self-hosting requirements is preferred. ### Is gate22 or RagaAI-Catalyst more popular on GitHub? RagaAI-Catalyst has more GitHub stars (16,145 vs 177). Stars measure visibility, not whether either tool fits your constraints. ### Are gate22 and RagaAI-Catalyst open source? Yes - both are open-source projects on GitHub (gate22: Apache-2.0, RagaAI-Catalyst: Apache-2.0). ### Where can I find alternatives to gate22 or RagaAI-Catalyst? GraphCanon lists graph-backed alternatives at [gate22 alternatives](/tools/aipotheosis-labs-gate22/alternatives) and [RagaAI-Catalyst alternatives](/tools/raga-ai-hub-ragaai-catalyst/alternatives) ([gate22 markdown twin](/tools/aipotheosis-labs-gate22/alternatives.md), [RagaAI-Catalyst markdown twin](/tools/raga-ai-hub-ragaai-catalyst/alternatives.md)), 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](/compare/aipotheosis-labs-gate22-vs-raga-ai-hub-ragaai-catalyst.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, gate22 or RagaAI-Catalyst? gate22: Slowing. RagaAI-Catalyst: 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 gate22 and RagaAI-Catalyst? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [gate22 trust report](/tools/aipotheosis-labs-gate22/trust); [RagaAI-Catalyst trust report](/tools/raga-ai-hub-ragaai-catalyst/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=aipotheosis-labs-gate22`](/api/graphcanon/graph?tool=aipotheosis-labs-gate22) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_