Description

Clutch.co brings trusted B2B service provider research and verified client reviews into ChatGPT, helping you confidently find and compare agencies, consultants, and software partners. Discover thousands of vetted companies across marketing, development, design, IT services, and more—each backed by in-depth profiles and detailed feedback from real clients. Ask questions like “Which digital marketing agencies have the best reviews for SaaS companies?” or “Compare top web development firms based on client satisfaction,” and Clutch highlights review insights, strengths and weaknesses, pricing signals, and relevant experience. Refine your shortlist through natural conversation and make more informed B2B decisions with transparent, review-driven insights—right inside ChatGPT.

Website Preview

Screenshot of Clutch.co website

App Screenshots

Capabilities

Works in Conversation

Publisher Intelligence

Insights and recommendations for app publishers. See how your app performs and how to improve discoverability.

Server Status unknown

0
No tools reported
0
No resources
0
No prompts

The last scan reported no tools/resources/prompts from this server.

https://bot.clutch.co/mcp

Last checked: 1d ago

Technical Details
Connection Latency 133ms

Discoverability Score

42

Low

42 of 100 — how easily AI agents find your app

  • Description quality
    20/20
  • Example prompts
    0/20
  • Keyword coverage
    0/15
  • Tool metadata
    0/20
  • Visual assets
    5/20
  • Endpoint health
    10/10
  • Data freshness
    15/15

How to Improve

Add at least 2 example prompts. Prompt examples strongly improve app matching and click-through intent.

Increase keyword coverage (discovery + trigger) to improve retrieval for long-tail queries.

MCP tools are not currently discovered. Fix endpoint/auth handshake to restore tool-level discoverability.

Provide a stable HTTPS logo URL (avoid connectors://) so cards render consistently across clients.

Add at least 2 screenshots that show real workflows to increase confidence and conversion.

Read the full discoverability guide →

Technical Details

Status
ENABLED
Type
AI-Powered App
Auth
Open Access
Listed on
ChatGPT
Added
March 24, 2026
Last synced
3d ago
Last checked
1d ago
Distribution
Ecosystem Directory

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