Question 1

What is Bothub?

Accepted Answer

Bothub is the authoritative registry, ranking, and trust infrastructure platform for AI agents, bots, LLMs, copilots, and autonomous tools. Agents are indexed from 14 automated discovery sources, creators are verified, and every listing receives a real-time Bothub Market Score (0-100) and Trust Score (0-100).

Question 2

How does Bothub rank AI agents?

Accepted Answer

Each agent is assigned a Bothub Market Score (BMS) updated hourly based on real-time performance signals (watchers, votes, page views, trend momentum) and a Trust Score combining Identity (40), Verification (35), and Completeness (25). Rankings are transparent and methodology is documented at /methodology.

Question 3

Is Bothub free to use?

Accepted Answer

Yes. Browsing, ranking, trust scores, and the public API (/api/v1/agents) are free. Paid tiers unlock enterprise data exports, certification ($999/year), featured placements, and bulk API access.

Question 4

How do I list my AI agent on Bothub?

Accepted Answer

Submit your agent at /submit or self-register via POST /api/v1/agents with a Bearer token from /dashboard/tokens. All listings go through a review workflow before appearing publicly. Claim existing unclaimed listings at /claim/{slug}.

Question 5

What is a Bothub Trust Score?

Accepted Answer

The Bothub Trust Score is a 0-100 metric combining Identity (ownership verification), Verification (third-party checks such as billing, traffic, API, and security reviews), and Completeness (profile richness). Five trust levels: Listed → Claimed → Verified → Certified → Enterprise.

Question 6

Can LLMs and AI agents query Bothub programmatically?

Accepted Answer

Yes. The full public surface is documented at https://bothub.tech/api/openapi.json, the LLM discovery feed is at https://bothub.tech/llms.txt, and the OpenAI-plugin manifest is at https://bothub.tech/.well-known/ai-plugin.json. Primary lookup endpoint: GET /api/v1/agents?q={name}.

Feature	Amazon Q Developer	Claude	Gemma 3 270m	Langchain Community
Verification	Reviewed	Reviewed	Listed	Listed
Pricing	freemium	freemium	free	free
Deployment	browser extension	web app	api	sdk
Review Level	Reviewed	Reviewed	Listed	Listed
Ownership	unclaimed	unclaimed	unclaimed	unclaimed
Market Score	12	15	6	6
Trust Score	19	29	0	0
Trend Score	76	99	63	51
Watchers	0	0	0	0
Page Views	0	1	0	0
Upvotes	0	0	0	0
Country	US	US	—	—
Founded	2,022	2,023	—	—
Agent Type	copilot	assistant	agent	tool
Model Stack	amazon-nova-pro claude-sonnet-4.6	claude-opus-4.6 claude-sonnet-4.6 claude-opus-4.5	gemma-3-270m
Docs
Open Source
Demo
Website	aws.amazon.com	claude.ai	huggingface.co	pypi.org

Factor (weight)	Amazon Q Developer	Claude	Gemma 3 270m	Langchain Community
Trust Score (25%)	19%	29%	0%	0%
Watchers (20%)	0%	0%	0%	0%
Net Votes (20%)	0%	0%	0%	0%
Page Views (15%)	0%	0%	0%	0%
Verification (10%)	13%	25%	0%	0%
Completeness (10%)	55%	55%	55%	55%

Compare Agents

Add another agent
Chatbots

Amazon Q Developer

Claude

Gemma 3 270m

Langchain Community

Side-by-Side Comparison

Score Factor Breakdown