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  4. HKUDS/nanobot
HKUDS/nanobot logo

HKUDS/nanobot

AI Agents

Mcp
Verified Publisher·Pending reviewVerified Adoption·Pending reviewEnterprise Ready

Developers also use

Generated from similarity, co-save, category, project, and adoption signals.

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Custom

Portable vector database for edge AI

Why recommended

Vector similarity unavailable; ranked by category, tags, and public evidence.

Keep evaluating HKUDS/nanobot

Comparisons, category adoption data, and shortlist guides that answer the questions this profile raises next.

Weigh HKUDS/nanobot against the alternatives

  • HKUDS/nanobot alternativesEvery ai agents product developers evaluate in place of HKUDS/nanobot.
  • HKUDS/nanobot vs ActianSide-by-side pricing, API surface, and adoption evidence.
  • HKUDS/nanobot vs Browser UseSide-by-side pricing, API surface, and adoption evidence.
  • HKUDS/nanobot vs Cline
·
Pending review

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Developer decision brief

Should I use HKUDS/nanobot?

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Open sourceDocs linked

Best for

  • AI Agents decisions where you need a concrete shortlist.
  • Teams that prefer open-source or self-hostable options.
  • Builds that need an API-first integration path.
  • Use cases tagged Mcp.

Watch-outs

  • Not enough verified adoption data yet.
  • Docs linked on this profile.
  • Repository linked for inspection.
  • No developer reviews yet.

Quickstart

No canonical install command detected. Open the docs or profile quickstart below.

Use quickstart hereDocs

What you would get weekly

Save or follow HKUDS/nanobot to track rank movement, new alternatives, starter examples, benchmark/docs changes, and project activity. Default cadence is weekly.

No live product opportunities yet

You can still use the workbench: build a stack, publish proof, and follow starter challenge programs. New credits, workshops, and launch programs appear here once companies publish them.

Enterprise fit

Buyer brief for procurement and architecture review

Source-labeled signals for cost, reliability, security, integration, and adoption proof. Missing compliance evidence is shown as a gap, not guessed.

Compare for enterpriseExport brief
Inferred

Commercial model

Open source profile signal; exact enterprise terms need buyer review.

View source
Needs verification

Reliability

No status page, uptime, or SLA evidence attached

Buyer recommendation

Shortlist only after verifying Reliability and Security/compliance.

API signal supports workflow automation.Docs are linked for implementation review.Open-source path can reduce lock-in review.At least one buyer evidence source is linked or verified.

Real data backfill while adoption proof grows

These are source-linked enrichment paths for missing fields. They are treated as proxies until claimed-company data and first-party tokens& adoption events replace them.

GitHub repository APIfreeStars, forks, license, topics, releases, default branch, repo freshness, and public contributor signal.OpenSSF ScorecardfreeOpen-source security posture checks for repos before enterprise review.Wikidata company graph

Events / Tours

HKUDS/nanobot developer events

Hackathons, workshops, office hours, launches, and partner challenges tied to this product.

Claim or partner

No public events yet

Claimed teams can add hackathons, webinars, office hours, and challenges, then measure attendee to usage ROI.

Quickstart

Preparing HKUDS/nanobot docs pack
Streaming

The product profile is ready. Official docs, README snippets, and the AI paste pack are loading in the background.

Build context

Developer projects using HKUDS/nanobot

No public community builds yet. These starter examples are templates, not fabricated activity.

Publish your build
Starter example

Launch-week proof page for an agent tool

Template

Turn a fresh repo, demo, Show HN, or hackathon launch into a public proof page with stack notes, launch context, and real build evidence.

Built with

LangChain logoLangChainCrewAI logoCrewAILangSmith logoLangSmithOpenAI API logoOpenAI API
Import repo
Attach demo + launch link
Save stack
Publish proof
ComparePublish template
Starter example

Agent workflow for repeatable tasks

Template

Route a task through planning, tool calls, validation, and human review without losing observability.

Built with

LangChain logoLangChain

Public credibility status

Claimable

This profile now separates verified proof from self-reported claims, so founders can improve status without buying rank.

Profile strength

41/100

Claimable profile · 6 gaps

Verified Publisher

Verify ownership through DNS or well-known file.

Verified Adoption

Connect SDK/API events to prove adoption.

Team Verified

Add founder/team proof.

GitHub

Repository linked

Docs

Docs linked

Security

Add SOC2/security/compliance proof.

Backers

Add verified backer proof.

Protocol/API

Agent-readable proof present

Freshness

Awaiting fresh proof.

Built by
H

HKUDS/nanobot team

Founding team

OSS MaintainerProtocol Ready
Proof file
ProofStateEvidence

Publisher ownership

Domain or organization claim · Live

Pending reviewUnclaimed profile45% confidence

Verified adoption

SDK/API/CRM telemetry · Pending

AgentRank trust profile

Public proof buyers and agents can trust

Claim this tool to see who is evaluating it

AgentRank

19

Adoption + trust composite

Trust Score

40

observed

Category Rank

Not ranked yet

AI Agents

Protocols

API, SDK

Agent-readable metadata

Trust Registry

AgentRank evidence file
observed

Source breakdown

GitHub46,606

68% confidence

Protocol support

APISDK
Adoption over time
Last 8 weeksSmall cohort suppressed · trust 40

Timeline appears after verified events.

We do not draw a fake adoption chart before live usage, self-reported proof, or challenge activity exists for this product.

Suppressed

active developers

Unavailable

verified adoptions

Suppressed

retention

Your developer adoption profile is already visible.

Claim it to verify data, add integrations, and unlock adoption intelligence on developers and accounts evaluating HKUDS/nanobot.

Claim your tool

Developer identities

See the builders behind saves, docs clicks, API calls, and retained usage.

Talk to sales

Account map

Resolve developer activity into companies, teams, and enterprise accounts.

Developer identities, account mapping, retention cohorts, and competitor overlap are available on Growth and Enterprise plans.

About HKUDS/nanobot

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Resources
DocsDocs

Official implementation documentation.

GitHubGitHub

Public source repository.

Websitelaunch_source

Public source used by the daily tool intake.

Actions
Request intro
Workspace actions

Sign up to save, follow, compare, publish builds, or verify ownership.

Public links
Visit WebsiteDocumentation
GitHub Stats

46,606

Stars

8,245

Forks

771

Issues

Quick Info
PricingOpen source
Open sourceYes
API availableYes
Add to Your Project
[![HKUDS/nanobot on Adoption Intelligence](https://tokensand.com/api/badges/hkuds-nanobot)](https://tokensand.com/tools/ai-agents/hkuds-nanobot)
HKUDS/nanobot badge previewPreview

Add this badge to your README.md to show your listing on Adoption Intelligence.

API available
Why recommended

Often evaluated near AI Agents tools.

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Browser Use

AI Agents· browser-use.com

Freemium

Browser automation framework and managed browser infrastructure for web agents, with an open-source library and hosted cloud execution.

Why recommended

Vector similarity unavailable; ranked by category, tags, and public evidence.

99,856
11,135
Open source
Why recommended

Often evaluated near AI Agents tools.

Cline logo
Cline

AI Agents· cline.bot

Open source

Autonomous coding agent available as an IDE extension, SDK, and CLI for builders who want agentic coding workflows tied to repo context.

Why recommended

Vector similarity unavailable; ranked by category, tags, and public evidence.

63,073
6,658
Open source
Why recommended

Often evaluated near AI Agents tools.

ComfyUI logo
ComfyUI

AI Agents· comfy.org

Open source

The modular AI image and workflow backend for builders shipping node-based generation pipelines, custom diffusion apps, and visual automation.

Why recommended

Vector similarity unavailable; ranked by category, tags, and public evidence.

119,089
13,945
Open source
Why recommended

Often evaluated near AI Agents tools.

Side-by-side pricing, API surface, and adoption evidence.
  • HKUDS/nanobot vs ComfyUISide-by-side pricing, API surface, and adoption evidence.

    • Check the adoption evidence

    • AI Agents developers actually keep usingFiltered to products with verified usage events, cohort breadth, and retention.
    • AgentRank category rankingsHow every category is ordered by adoption proof, trust, and protocol support.
    • Best AI Agent FrameworksShortlist guide for this category, with the tradeoffs written out.
    • Best Open Source AI ToolsShortlist guide for this category, with the tradeoffs written out.

    Own HKUDS/nanobot? Generate its adoption badge embed, or claim the profile to send verified usage events.

    GitHub
    Website

    Compare alternatives

    HKUDS/nanobot vs ActianHKUDS/nanobot vs Browser UseHKUDS/nanobot vs Cline
    Build with this
    Needs verification

    Security/compliance

    No security, trust, or compliance source attached

    Source linked

    Integration fit

    API available with docs/profile signal

    View source
    Inferred

    Adoption proof

    Public saves/reviews indicate evaluator interest

    Vendor value loop

    Vendors receive anonymous aggregate evaluation demand by default. Account details are shared only after explicit buyer contact or consent.

    Request vendor contact
    free
    Parent company, acquisition, and ownership hints to avoid misleading same-owner comparisons.
    CrewAI logo
    CrewAI
    LangSmith logoLangSmith
    Define tools
    Plan workflow
    Add evals
    Review failures
    ComparePick agent framework
    Pending review
    GitHubWebsite

    Team proof is pending until the product profile is claimed.

    OSS MaintainerProtocol Ready
    Owner checklist

    Verified domain

    +15

    Verify publisher ownership to remove the unclaimed status gap.

    SDK/API telemetry connected

    +20

    Connect SDK to unlock Verified Adoption.

    Verified adoption badge

    +10

    Send enough verified adoption events to pass the cohort threshold.

    Funding, backer, or security proof

    +8

    Add funding, backer, or security evidence to qualify for higher trust badges.

    Improve profile
    Pending review
    Insufficient cohort50% confidence

    Category rank

    AgentRank methodology · Pending

    		Pending reviewRank pending40% confidence

    Team proof

    Domain, social, and team evidence · Live

    		LockedTeam not added45% confidence

    Security and enterprise readiness

    Docs, compliance, protocol, and readiness signals · Pending

    		Pending reviewSecurity proof pending38% confidence
    Share and embed

    Public profile card

    Share the product's rank, trust state, and top badges.

    Open

    Verified Adoption badge

    README and website badge backed by telemetry.

    Open
    [![Verified Adoption](/api/badges/hkuds-nanobot?variant=verified)](https://tokensand.com/tools/ai-agents/hkuds-nanobot)

    Top 10 badge

    Unlocks automatically when the profile enters Top 10.

    Open
    [![Top 10](/api/badges/hkuds-nanobot?variant=top10)](https://tokensand.com/tools/ai-agents/hkuds-nanobot)

    Team launch card

    Founder/team credibility card for launch posts and investor updates.

    Open

    Weekly momentum card

    Share rank movement and verified adoption growth.

    EnterpriseOpen
    Launch copy

    HKUDS/nanobot is live as a public adoption profile: https://tokensand.com/tools/ai-agents/hkuds-nanobot. Verified proof beats vanity metrics.

    Embed path: /api/badges/hkuds-nanobot?variant=verified · Profile: /tools/ai-agents/hkuds-nanobot

    Tracked Developers

    0

    Known active developer activity

    Profile Status

    Unclaimed

    Owner action needed

    MCP

    Agent-readable protocol evidence raises trust and commercial readiness.

    Benchmark proof

    Benchmark proof pending

    Attach latency, cost, accuracy, reliability, or eval evidence to unlock the performance component.

    Trust gaps

    Verify publisher ownership
    Send SDK/API telemetry
    Attach benchmark evidence

    Enterprise verification can enrich evidence and export proof packages, but cannot buy rank.

    Claim this tool to see who is evaluating it
    Next best action

    Claim HKUDS/nanobot before competitors use this profile as proof.

    Connect usage events, resolve developer identities, and see which accounts are evaluating HKUDS/nanobot.

    Claim this tool to see who is evaluating it
    Talk to sales

    Retention cohorts

    Track first API call through 7/30/90-day retention and expansion.

    Talk to sales

    Competitor overlap

    Find developers evaluating alternatives and switching between tools.

    Talk to sales

    Category benchmark

    Compare activation, retention, and growth against your market.

    Talk to sales

    Recommended actions

    Prioritized DevRel, product, and sales plays based on live adoption signals.

    Talk to sales
    GitHub
    View Alternatives
    3 Resources
    Ship with HKUDS/nanobot in 60 seconds
    Hackathon-readyShell

    Auto-detected from official docs

    pip
    pip install nanobot-ai
    Docs:Official DocsGitHubWebsite