Your Agents, Self-Improving.
agnost.ai AI Models & Agents / Prompts, Evals & LLM Observability
- Monthly visits
- 30.3K
- Down7.3%MoMOct 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- $49/mo
- Higher than 66% of peersNiche median $21.6/mo
- Launched
- 13mo ago
- 2025-10-13 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotionsAgnost AI launches an AI-only discount experiment for AEOPromotions
Agnost AI deployed a Markdown version of its website and hidden discounts in llms.txt and blog posts accessible only to AI crawlers like GPTBot and ClaudeBot. The experiment aims to measure if AI assistants recommend the product and convert tracked signups.
Nov 13 · 2d agoX Post
At the time: 30.3K visits/mo15 concurrent movesLaunched on Product HuntLaunch
Catch agent failures your evals miss
Aug 25 · 3mo agoLaunch page
At the time: 31.7K visits/moVisits: next 3 mo -4%Launched on Show HN (2 pts)Launch
Testing Your MCP Servers — Do y'all use any other tools to test!
Oct 15, 2025 · 13mo agoLaunch page
Launched on Show HN (2 pts)Launch
Improve Your MCP Servers — Wrote my first article based on experiences with MCP servers, criticize my thoughts.
Oct 13, 2025 · 13mo agoLaunch page
MCP Server & Agent Ecosystem
- Ecosystem & integrations:
- SlackClaudeCodexCursorLangChainLangGraphOpenAI Agents SDKCrewAIVercel AI SDKPydantic AI
- Exposed tool capabilities:
- Agent MonitoringAlways-on monitoring & tracingCompare replay resultsReview the pull request
Traffic sources
Traffic breakdown
Channels
- Direct64%
- Social25%
- Organic Search6%
- Referrals5%
Countries
- India32%
- United States18%
- Germany9%
- United Kingdom7%
- Australia7%
Search
Domain authority —Domain registered 2025-08-20
| Keyword | Monthly volume |
|---|---|
| webmcp | 45.2K |
| uber mcp | 1,700 |
| agnost ai | 1,070 |
| agnost | 960 |
| agnostai insta | 70 |
Traffic data: Vaneform
Pricing
Trial: None · 2 paid tiers ($49–$499) · Enterprise custom tier · Observed 2026-11-05 · Pricing page
Entry price $49/mo, Higher than 66% of peers; “Prompts, Evals & LLM Observability” median is $21.6/mo.View pricing benchmark
Pages & changes
Key pages
Weekly snapshotsChanges
Questions & evidence
- How much does Agnost AI cost?
- Free: Unknown; Starter: $49/mo; Pro: $499/mo; Enterprise: Contact sales. Observed 2026-11-05. Check the source for current billing terms, usage limits and taxes.Source
- How much website traffic does Agnost AI get?
- Vaneform estimates 30.3K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is Agnost AI and what platforms does it support?
- Agnost AI is catalogued under Prompts, Evals & LLM Observability: Your Agents, Self-Improving.. Supported platforms: MCP Server.
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These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.
| Product | Entry price | Visits | Revenue |
|---|---|---|---|
| LMSYS Chatbot ArenaGiantExperience the frontier | — | 35.8M | Undisclosed |
| Prompt CowboyMatureTurn lazy prompts into great ones | $8/mo | 1.1M | Undisclosed |
| LiveBench 2.0MatureA challenging, contamination-free long-horizon AI benchmark. | — | 824.6K | Undisclosed |
| LangfuseMatureOpen Source Agent Evals &Observability | $29/mo | 722.9K | Undisclosed |
| Codex雷达站Mature查看雷达站正在改什么:工单分组内全部工单的阶段、进展与最近变化。 | — | 605.1K | Undisclosed |
| Pydantic LogfirePydantic Build agents you’ll actually ship to production | $49/mo | 454.4K | Undisclosed |