Make your agents work on your data.
mixedbread.com Source★ 4Apache-2.0 DiscordAI Models & Agents / Agent Tools & MCP Servers
- Monthly visits
- 38.6K
- Down15.4%MoMSep 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- $20/mo
- Higher than 60% of peersNiche median $19/mo
- Launched
- 13mo ago
- 2025-10-07 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotions- Happy to support the community with great ideas and capital. See you all at the event! 引用帖 @aidotengineer: A big thank you to our AIE Code Gold sponsors: @Atlassian @auth0 @Cisco @coderabbitai @mixedbreadai @iamovercut @p0 @pinecone @re
@brandonwaselnuk · 2026-11-10 · 1 likes · 0 reposts · 157 views
- "Moving our control plane to PlanetScale delivered predictable performance, removed a significant amount of operational work, and gave us better tools for understanding how the database behaves in production." Read the full case study from
@planetscale · 2026-11-04 · 38 likes · 4 reposts · 2,824 views
Launched on Show HN (145 pts · 37 comments)Launch
Semantic search over the National Gallery of Art
Oct 10, 2025 · 13mo agoLaunch page
Open Source & Agent Ecosystem
- GitHub Stars
- ★ 4
- Forks
- 2
- License
- Apache-2.0
- Primary language
- Python
- Exposed tool capabilities:
- Agent SearchSemantic searchGrepRerankingAgentic search
Traffic sources
Traffic breakdown
Channels
- Direct49%
- Organic Search20%
- Social18%
- Referrals13%
Countries
- United States48%
- India32%
- Canada8%
- Indonesia4%
- South Africa3%
Search
Domain authority —Domain registered 2023-11-01
| Keyword | Monthly volume |
|---|---|
| mixedbread | 900 |
| mixedbread ai | 420 |
| mixed bread | 270 |
| mixedbread toast | 170 |
| mixbread multimodal model | 120 |
Traffic data: Vaneform
Pricing
Trial: None · 1 paid tier ($20) · Enterprise custom tier · Observed 2026-11-06 · Pricing page
Entry price $20/mo, Higher than 60% of peers; “Agent Tools & MCP Servers” median is $19/mo.View pricing benchmark
Pages & changes
Key pages
Weekly snapshotsChanges
Design
Minimal Monochrome (Light canvas, airy density) featuring split copy & visual layout and illustration / character art visuals.
First-screen preview · click to zoom
First-screen pitch & conversion flow
“Make your agents work on your data.”
Split Copy & Visual hero structure paired with start free / sign up CTA and user count, rating, or key metrics.
Conversion path: Split Copy & Visual + Illustration / Character Art → Start Free / Sign Up · Trust bar: User Count, Rating, or Key Metrics
- Category Positioning Anchor
- Metrics Strip
- Customer Logo Wall
- Code & Terminal
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 7.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 8.0
- Distinctiveness
- 6.0
Structure
- Fonts
- Geist / Geist Mono
- Hero layout
- Split Copy & Visual
- Primary visual
- Illustration / Character Art
- Conversion CTA
- Start Free / Sign Up
- Social proof
- User Count, Rating, or Key Metrics
- Navigation
- Full-Width Top Bar
- Theme & density
- Light · Airy
- Corners & depth
- Medium Radius · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Minimal Monochrome
Monochrome palette with a single accent color, hairline dividers, and generous whitespace.
## Design Tokens
```css
:root {
--background: #ffffff;
--surface: #f3f3f3;
--foreground: #09090b;
--muted-foreground: #787879;
--accent: #09090b;
--radius: 8px;
--font-heading: "Geist", ui-sans-serif, system-ui, sans-serif;
--font-body: "Geist", ui-sans-serif, system-ui, sans-serif;
--font-mono: "Geist Mono", ui-monospace, monospace;
}
```
Color area ratio: Background #FFFFFF (~74%) · Surface #F3F3F3 (~15%) · Text #09090B (~6%) · Muted Text #787879 (~4%) · Accent #09090B (~1%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.
## Layout & Conversion Structure
- Hero layout: Split Copy & Visual
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Illustration / Character Art
- Conversion CTA: Start Free / Sign Up · Trust bar uses User Count, Rating, or Key Metrics
- Headline hook: Category Positioning Anchor
- Hero components: Metrics Strip, Customer Logo Wall, Code & Terminal
- Spatial layout notes: Split Copy & Visual hero structure paired with start free / sign up CTA and user count, rating, or key metrics.
- Visual summary: Minimal Monochrome (Light canvas, airy density) featuring split copy & visual layout and illustration / character art visuals.
## Avoid
- Multi-stop neon gradients
- Heavy drop shadows
- More than one competing accent color
Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.
Questions & evidence
- How much does Mixedbread cost?
- Starter: Free; Scale: $20/mo; Enterprise: Unknown. Observed 2026-11-06. Check the source for current billing terms, usage limits and taxes.Source
- How much website traffic does Mixedbread get?
- Vaneform estimates 38.6K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is Mixedbread and what platforms does it support?
- Mixedbread is catalogued under Agent Tools & MCP Servers: Make your agents work on your data.. Supported platforms: MCP Server, CLI / SDK, API.
- Is Mixedbread open source?
- Mixedbread has a public repository (https://github.com/mixedbread-ai/mixedbread-python) under the Apache-2.0 license, recording 4 GitHub stars.Source
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