Products

Every MCP server, in one registry

glama.ai Discord RedditAI Models & Agents / Agent Tools & MCP Servers

AI Benchmark
Desktop
Mobile
Monthly visits
278.8K
Up12.8%MoMSep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Unknown
Freemium model, plan pricing not identified yet
Creators
Frank Fiegel
@punkpeye· 1,129 followersCo-created with Haiyun Hu
Launched
2y ago
2024-10-19 · Est.

Traffic

Monthly visitsData through Sep 2026
Events5 changes · 7 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
  • Glama launched on Product HuntLaunch

    Options intelligence for AI agents — IV, Monte Carlo & more

    Jun 25 · 5mo agoSource

  • Glama launched on Product HuntLaunch

    Options intelligence for AI agents — IV, Monte Carlo & more

    Jun 25 · 5mo agoSource

  • Glama launched on Show HN (1 pts)Launch

    Lightport – open-source AI gateway — Hey HN! I am the founder of Glama. We are making Lightport open-source – it's the AI gateway that's been powering Glama. GitHub: Live: Why…

    Apr 28 · 7mo agoSource

  • Glama launched on Show HN (1 pts)Launch

    Lightport – AI gateway that makes LLM providers OpenAI-compatible — I am making Lightport open-source – the AI gateway that's been powering Glama. GitHub: Live: Why? We're going all-in on the MCP ecosystem…

    Apr 27 · 7mo agoSource

  • Glama launched on Show HN (2 pts)Launch

    MCP Inspector – connect and test any MCP server — This project emerged out of frustration that the existing MCP inspectors either require to sign up, require to download something, or are…

    Mar 17 · 8mo agoSource

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2024-12-17Source
Post excerpt:
I started this project because I believe MCP has the potential to transform how AI models interact with external resources, but the ecosystem is still very fragmented. There's no central place to discover and compare all the server implementations available, which makes adoption and experimentation harder for developers. I initially built the GitHub repo awe
Show HN
2026-02-01Source
Post excerpt:
There are dozens if not hundreds of remote MCP servers lists. The problem is that they get stale, don't tell you which servers work/which don't, or even what tools are available. That's what we're fixing with the MCP connector directory. We aggregate from the official MCP registry + community submissions, then actually connect to every server periodically an
Show HN
2026-03-17Source
Post excerpt:
This project emerged out of frustration that the existing MCP inspectors either require to sign up, require to download something, or are not fully spec compliant. I just wanted something that I could rapidly access for testing. Additionally, it was very important for me that the URL can capture the configuration of the MCP server. This allows me to save URL
Show HN
2026-04-27Source
Post excerpt:
I am making Lightport open-source – the AI gateway that's been powering Glama. GitHub: https://github.com/glama-ai/lightport Live: https://glama.ai/ai/gateway Why? We're going all-in on the MCP ecosystem – it's what we're best at. Open-sourcing the gateway is both a thank-you to the community that helped us grow and a way to keep us focused. The short backst
Show HN
2026-04-28Source
Post excerpt:
Hey HN! I am the founder of Glama. We are making Lightport open-source – it's the AI gateway that's been powering Glama. GitHub: https://github.com/glama-ai/lightport Live: https://glama.ai/ai/gateway Why? We're going all-in on the MCP ecosystem – it's what we're best at. Open-sourcing the gateway is both a thank-you to the community that helped us grow and

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Organic Search44%
  • Direct37%
  • Social9%
  • Referrals7%
  • Other3%

Countries

  • United States27%
  • China14%
  • Russia5%
  • South Korea5%
  • India4%

Search

Domain authority 77Domain registered 2024-04-25

KeywordMonthly volume
google flow mcp15.9K
glama4,470
剪映 mcp2,310
naep reporting mcp590
mcp cavalry570

Traffic data: Vaneform

Pricing

Pricing page not identified yet, or no public pricing listed.

Pages & changes

Tracked since 2024-10-20

Key pages

Weekly snapshots

Changes

  1. Nov 1 · 12d ago

    Homepage headline (H1) changed to “Every MCP server, in one registry”Positioning

    MCP Directory→Every MCP server, in one registry

  2. Nov 1 · 12d ago

    Removed technology: Fly.ioFeatures

    Fly.io→—

  3. Nov 1 · 12d ago

    Adopted technology: HTTP/3Features

    —→HTTP/3

  4. Nov 1 · 12d ago

    Adopted technology: Priority HintsFeatures

    —→Priority Hints

  5. Nov 1 · 12d ago

    Homepage title changed to “The MCP Server Registry, Inspector & Gateway | Glama”Positioning

    MCP – Model Context Protocol Servers, Clients, and Tools→The MCP Server Registry, Inspector & Gateway | Glama

Design

First-screen visual analysis & :root CSS

Dark Developer (Dark canvas, balanced density) featuring centered headline + input layout and pure typography & geometry visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Every MCP server, in one registry”

Centered Headline + Input hero structure paired with direct input / instant try CTA and customer / press logo strip.

Conversion path: Centered Headline + Input + Pure Typography & Geometry → Direct Input / Instant Try · Trust bar: Customer / Press Logo Strip

Palette · click to copy

5-D design score6.9 / 10
Typography
7.0
Color & Contrast
7.0
Layout & Spacing
7.0
Craft & Polish
7.0
Distinctiveness
6.0

Structure

Fonts
Inter
Primary visual
Pure Typography & Geometry
Social proof
Customer / Press Logo Strip
Navigation
Full-Width Top Bar
Theme & density
Dark · Balanced
Corners & depth
Medium Radius · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Dark Developer (with Minimal Monochrome)

Deep dark surfaces, monospace typography, terminal/code snippets, and high-precision borders.

## Design Tokens

```css
:root {
  --background: #071612;
  --surface: #121a18;
  --foreground: #ffffff;
  --muted-foreground: #9aa39f;
  --accent: #22c55e;
  --radius: 8px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #071612 (~62%) · Surface #121A18 (~16%) · Text #FFFFFF (~10%) · Muted Text #9AA39F (~8%) · Accent #22C55E (~4%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Centered Headline + Input
- Navigation: Full-Width Top Bar
- Theme & density: Dark · Balanced
- Border radius & elevation: Medium Radius; use elevation shadows to separate layers
- Primary visual medium: Pure Typography & Geometry
- Conversion CTA: Direct Input / Instant Try · Trust bar uses Customer / Press Logo Strip
- Headline hook: Category Positioning Anchor
- Hero components: Centered Prompt / Input, Metrics Strip, Customer Logo Wall
- Spatial layout notes: Centered Headline + Input hero structure paired with direct input / instant try CTA and customer / press logo strip.
- Visual summary: Dark Developer (Dark canvas, balanced density) featuring centered headline + input layout and pure typography & geometry visuals.

## Avoid

- Warm pastel backgrounds
- Playful cartoon illustrations
- Oversized pill buttons everywhere

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 website traffic does Glama get?
Vaneform estimates 278.8K website visits in 2026-09. Visits can include repeat visits; this estimate does not measure paying customers or revenue.Source

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