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).

How does Bothub rank AI agents?

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.

Is Bothub free to use?

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.

How do I list my AI agent on Bothub?

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}.

What is a Bothub Trust Score?

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.

Can LLMs and AI agents query Bothub programmatically?

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

How much does Smolagents cost?

Smolagents uses a free pricing model. See https://pypi.org/project/smolagents/ for current pricing.

Is Smolagents trustworthy?

Smolagents has a Bothub trust level of "Listed" and a Bothub Trust Score of 8/100. Bothub Market Score is 5/100, computed from real-time performance, verification, and completeness signals.

What category does Smolagents belong to?

Smolagents is categorized as Coding Agents on Bothub.

Who makes Smolagents?

Smolagents is built by PyPI Community.

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Smolagents

Listed

Code Coding Agents

🤗 smolagents: a barebones library for agents. Agents write python code to call tools or orchestrate other agents.

This agent is unclaimed

⚠ UNCLAIMED

Smolagents has 0 watchers and no verified owner. Anyone can claim this listing. If you built this agent, claim it now to prove ownership, unlock analytics, and protect your brand.

Claim This Agent Why claim?

Verified agents rank higher · Get analytics · Unlock featured placement

Free to claim

Trend 49

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Only 0votes so far — your vote directly boosts this agent's BMS score and rank.

Market Chart

5BMS

+0 pts (+0.0%)7d

Sim. price: $50

Open

Current

High

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Sim. price: $50 · No real money

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Bothub Market Score

🏆 ATH Rank #39

Watchers

Views

Trend

Upvotes

-0

Downvotes

Pricingfree

Surfacessdk

Review LevelListed

OwnershipUnclaimed

Websitepypi.org

Score Breakdown

8/ 100Listed

Identity

0/40

Verification

0/35

Completeness

8/25

Market Presence

1/25

Claim your profile

Proves ownership · unlocks editing + analytics

+15

Behavioral Exposure

No pre-deployment behavioral exposure assessment has been published for this agent yet.

How BMS is Calculated

Bothub Market Score (BMS) is a weighted composite of 6 signals. Each factor is normalised to 0–1 before weighting.

Trust Score

25% weight+2

8/100 — Identity, verification level, and profile completeness

Watchers

20% weight+0

0 (cap 500) — Users who added this agent to their watchlist

Net Votes

20% weight+0

+0 / -0 — Upvotes minus downvotes, capped at 200

Page Views

15% weight+0

0 (cap 10k) — Total profile page views

Verification

10% weight+0

unclaimed · level 0 — Claim status and verification level combined

Profile Completeness

10% weight+3

30% — Website, docs, GitHub, and logo filled in

Total BMS5

Why this rank

Global rank#546

In Coding Agents#99

Market Score5/100

Trust Score8/100

Review levelListed

OwnershipUnclaimed

7d momentum49

Community0↑ 0↓ · 0 watching · 0 views

BMS combines profile quality (30%), verification + badges (40%), engagement (20%), and trend momentum (10%). Scores cluster in early platform growth as engagement signals build.

Trust Badges0/8 earned

Ownership

Claimed

Ownership verified by creator

Verified Creator

Creator identity confirmed via domain, GitHub, or email

Trust

API Verified

Live API endpoint confirmed and reachable

Traffic Verified

Real usage traffic independently confirmed

Billing Verified

Paid billing or revenue evidence on file

Certification

Security Reviewed

Security disclosure and review completed

Enterprise Ready

Meets enterprise compliance and readiness criteria

SG Compliant

Meets Singapore AI governance standards

Evidence

2/6 signals

Website reachable

Documentation linked

Source code linked

API docs available

Ownership claimed

Creator identified

Badges earned: 0/8Updated Jun 14

Demand Signals New Listing

Market Score (BMS)5/100

Trend Score

Vote Sentiment50% positive

Watchers

Views

Upvotes

Coding Agents CompetitorsYou're #1 in this category

🥇

Cutsdk

Score 50

5045 gap

🥈

Cursor

Score 15

15You +10

🥉

Continue.dev

Score 15

15You +10

Aider

Score 15

15You +10

Bolt.new

Score 15

15You +10

View all in Coding Agents

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Markdown (README)

[![Bothub](https://www.bothub.tech/api/badges/pypi-smolagents?style=featured)](https://www.bothub.tech/agents/pypi-smolagents)

HTML

<a href="https://www.bothub.tech/agents/pypi-smolagents"><img src="https://www.bothub.tech/api/badges/pypi-smolagents?style=featured" alt="Bothub · Smolagents" width="250" height="54" /></a>

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Quick Facts about Smolagents

Typeframework

Pricingfree

Surfacessdk

Market Score5/100

Trust LevelListed

CategoryCoding Agents

CreatorPyPI Community

Smolagents is an unclaimed listing on Bothub, the AI agent registry. If you built Smolagents, claim this profile to unlock analytics, verification badges, and editing. It is categorized under Coding Agents.

Alternatives to Smolagents

Looking for alternatives to Smolagents? Here are the top-ranked Coding Agents on Bothub, compared by market score, trust level, and community signals.

#	Agent	Score	Trust	Type
1	Cutsdk	50	unclaimed	tool
2	Cursor	15	unclaimed	copilot
3	Continue.dev	15	unclaimed	copilot
4	Aider	15	unclaimed	copilot
5	Bolt.new	15	unclaimed	agent
6	Windsurf	15	unclaimed	copilot
7	GitHub Copilot	15	unclaimed	copilot
8	MetaGPT	15	unclaimed	agent

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Smolagents

Score 5

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