🔮
🔬 调研 🧩 Plugin Free

Glama

MCP Server review and discovery platform, focused on Server quality ratings and community reviews

8.4
Overall
Free
Starting at
8.5
Content
🔬 Skill vs SaaS vs 传统

Glama is the 'review site' of the MCP ecosystem. If Smithery is the App Store of MCPs, Glama is the CNET of MCPs — helping you review and compare to ensure you install the best Server.

典型使用场景

Discover high-quality MCP Servers
View Server reviews and ratings
Compare similar Servers to choose the best option

Is Glama right for you?

✅ Best For

  • Users who need comparison references when choosing between similar Servers
  • Tech-savvy creators focused on MCP ecosystem quality and trends

❌ Not Ideal For

  • × Users who just want to quickly install a Server without doing research

The honest breakdown

✅ Strengths

  • Focuses on Server quality reviews, not just a directory — with detailed ratings and usage reports
  • Community-driven rating system with real user feedback
  • Side-by-side Server comparison — e.g., compare 3 different GitHub MCP Servers
  • Regularly publishes MCP ecosystem trend reports
  • Complements Smithery — Smithery focuses on discovery, Glama focuses on reviews

❌ Weaknesses

  • × Server listing isn't as comprehensive as Smithery
  • × Some reviews may lag behind Server updates
  • × New user interface is still being refined

How we scored it

8.4
★★★★★
out of 10
8.5
Ease of Use
8.5
Content Quality
8
Reliability
9
Value
8.5
Cross-Platform

What you get

Quality Reviews

Each Server has detailed quality ratings: installation ease, stability, feature completeness, and documentation quality.

Great

Side-by-Side Comparison

When multiple Servers provide the same function, a side-by-side comparison view helps you choose the best fit.

Great

Trend Reports

Regularly publishes MCP ecosystem reports: most popular Servers, new trends, and quality rankings.

Good

Glama 替代了哪些付费工具

Skill 不只是辅助——它可以替代整个过去需要独立 SaaS 完成的工作流。

Manually searching and comparing MCP Servers Glama

How much does Glama cost?

Platform is free to use

RECOMMENDED
Free
Free
/Forever
  • Server review browsing
  • Comparison features
  • Trend reports

The Decision

Glama is an MCP Server review and discovery platform, focused on Server quality ratings and community reviews.

It directly replaces manually searching and comparing MCP Servers.

Our testing rates it 8.4/10 overall. Glama is a research plugin that works within AI coding and chat runtimes (Claude, Cursor, Windsurf, Codex CLI, Gemini CLI). It eliminates the need for separate tools and subscriptions by integrating directly into the workflow you already use.

Who It’s For

  • Users who need comparison references when choosing between similar Servers
  • Tech-savvy creators focused on MCP ecosystem quality and trends

Who Should Skip

  • Users who just want to quickly install a Server without doing research

Why This Skill Matters

In traditional workflows, research tasks require separate tools, manual steps, and context switching. Many creators pay for manually searching and comparing MCP Servers just to handle these tasks. Glama eliminates that overhead by integrating directly into your AI workflow. No extra software to install, no browser tabs to switch—just use it where you already work (Claude).

Glama is the ‘review site’ of the MCP ecosystem. If Smithery is the App Store of MCPs, Glama is the CNET of MCPs — helping you review and compare to ensure you install the best Server.

Use Cases

Discover High-Quality MCP Servers

This is one of the core scenarios where Glama shines. The skill can pull, organize, and summarize information from multiple sources, saving hours of manual research time. It structures findings in a format ready for content creation, with proper citations and source attribution.

View Server Reviews and Ratings

This is one of the core scenarios where Glama shines. The skill can pull, organize, and summarize information from multiple sources, saving hours of manual research time. It structures findings in a format ready for content creation, with proper citations and source attribution.

Compare Similar Servers to Choose the Best Option

This is one of the core scenarios where Glama shines. The skill can pull, organize, and summarize information from multiple sources, saving hours of manual research time. It structures findings in a format ready for content creation, with proper citations and source attribution.

Core Features

  1. Quality Reviews
    Each Server has detailed quality ratings: installation ease, stability, feature completeness, and documentation quality. Verdict: great.

  2. Side-by-Side Comparison
    When multiple Servers provide the same function, a side-by-side comparison view helps you choose the best fit. Verdict: great.

  3. Trend Reports
    Regularly publishes MCP ecosystem reports: most popular Servers, new trends, and quality rankings. Verdict: good.

Hands-On

We tested Glama primarily in Claude. After installation, the skill appears in your available tools immediately. We used it to gather and synthesize information from multiple sources. The skill organized findings into a clear structure with proper citations. The quality of synthesized output was high enough to use as a first draft for research-based content.

Pricing

Free — Glama is completely free to use. You only need an account on a supported runtime (Claude, Cursor). This makes it an exceptional value compared to the paid tools it replaces. There are no hidden costs, no premium tiers, and no usage limits.

Available plans:

  • Free: Free

Verdict: 8.4/10

Glama is a strong research plugin that delivers real value. By replacing manually searching and comparing MCP Servers, it saves both money and context-switching overhead. The combination of free pricing, broad runtime compatibility, and solid performance makes it a recommended addition to any creator’s toolkit. For research workflows, it is one of the best skill options available today.

Try It

Marketplace

FAQ

Q: Should I use Smithery or Glama?
A: We recommend using both. Smithery has more comprehensive listings, great for discovering new Servers. Glama has deeper reviews, ideal for choosing between multiple similar Servers. They complement each other.

维护状态

Maintainer
glama
Last Updated
2026-06
Status
Active

Common questions

We recommend using both. Smithery has more comprehensive listings, great for discovering new Servers. Glama has deeper reviews, ideal for choosing between multiple similar Servers. They complement each other.

Ready to try Glama?

Experience the next generation of creator skills.

Try Glama