Agentic Index
Klavis AI vs Paragon (2026)
Klavis is MCP infrastructure in the purest sense: hosted production MCP servers with built in OAuth across six hundred plus tools, plus the open source Strata server you can run yourself, free to start. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Paragon is a managed integration platform that speaks MCP among other things, with a thousand plus prebuilt actions, triggers, RAG sync and workflows, documenting 11.5 of 14 against Klavis at 6. This is a bet on protocol against platform: Klavis if you are building on MCP and want to own the servers, Paragon if you want the integration problem handled.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Klavis AI and Paragon are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 969 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Klavis AI if
- You have committed to MCP and want hosted servers plus an open source option you control.
- Self hosting is a requirement, and the Strata server being open source is the reason you are looking.
- A free tier that lets you run real workloads matters more than breadth of prebuilt actions.
Choose Paragon if
- You want the integration problem solved rather than the protocol implemented well.
- Triggers, RAG sync, workflows and observability are in scope, and Klavis documents little or none of them.
- Documented coverage across the matrix is nearly twice as deep, which shortens your build.
| At a glance | Klavis AI | Paragon |
|---|---|---|
| Category | Agent infrastructure | Agent infrastructure |
| Entry price | Open source Strata server free; hosted free tier; paid plans for higher usage; Enterprise | Tiered pricing with a developer tier for building; production and enterprise pricing quoted through sales |
| Free / trial | Open source Strata server free to self host, plus a free hosted tier | Free developer tier for building and testing; paid tiers via sales |
| Pricing confidence | public partial | public partial |
| Feature | K Klavis AI |
P Paragon |
|---|---|---|
| Action & orchestration | ||
|
Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
Full / Explicit | Full / Explicit |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
Partial | Full / Explicit |
|
Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
Partial | Full / Explicit |
| Knowledge & context | ||
|
Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
No / Not documented | Full / Explicit |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
No / Not documented | Partial |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
No / Not documented | Partial |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | Full / Explicit |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
No / Not documented | Full / Explicit |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Full / Explicit | Full / Explicit |
| Solution readiness | ||
|
Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
Partial | Full / Explicit |
| Platform extensibility | ||
|
Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
No / Not documented | Full / Explicit |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Full / Explicit | Full / Explicit |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Partial | Partial |
| Specialist automation | ||
|
Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
No / Not documented | No / Not documented |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | K Klavis AI |
P Paragon |
|---|---|---|
|
Entry price Lowest public entry point |
Open source Strata server free; hosted free tier; paid plans for higher usage; Enterprise | Tiered pricing with a developer tier for building; production and enterprise pricing quoted through sales |
|
Pricing confidence How public the numbers are |
Public, partial | Public, partial |
|
Billing Primary billing axis |
usage (MCP tool calls and servers) | platform tier and connected active users or integrations |
|
Variable cost Workload / overage exposure |
Medium variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
Free tierTrial
|
Free tierTrial
|
|
Buying motion Self-serve vs sales call |
Mixed | Mixed |
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