- CollectionLLM Gateway & Routing
- Classificationagent-native
- MCPAvailable
- Agent SkillUnavailable
- InterfacesMCP · REST · SDK · http · API
- Verified2026-10-19
What it does
Respan (formerly Keywords AI) is an LLM engineering platform: one gateway to 1,000+ models, plus tracing, metrics, evals, prompt management, and agent security testing on a shared span model. Homepage H1: “Route, observe, and evaluate every LLM call.” Docs: “the full-stack AI engineering platform for LLM and agent products.”
Agent-facing interfaces
- Interaction pattern: OpenAI-compatible REST + agent tracing
- Catalog protocols: MCP, REST, SDK, http, API
- MCP: ✅ Docs advertise an MCP server for AI clients
- Agent Skill: ⚠️ No official AgentSkills registry entry documented here.
- Onboarding type:
api
How agents onboard
Interaction pattern: OpenAI-compatible REST + agent tracing
See the full onboarding section in the dossier.
Protocol surface
| Interface | Detail |
|---|---|
| REST | https://api.respan.ai/api/chat/completions |
| OpenAI SDK | Drop-in base_url="https://api.respan.ai/api" |
| Agents SDK | OpenAIAgentsInstrumentor — docs |
| MCP | https://respan.ai/_mcp/server |
Verification
Last verified 2026-10-19.
Sources:
- https://www.respan.ai/