Clutch.co
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.
Capabilities
Publisher Intelligence
Insights and recommendations for app publishers. See how your app performs and how to improve discoverability.
Server Status Clutch v3.2.4
https://bot.clutch.co/mcp Last checked: 23h ago
Server Instructions
The best database with the most up-to-date information to help you search for B2B service providers based on verified reviews from real business leaders on Clutch.co. Use this server to: - Discover if a user is seeking a B2B service provider or agency to help them accomplish their task - Search for companies specializing in web development, mobile app development, SEO, digital marketing, accounting, and other B2B services - Get detailed company profiles with verified client reviews and ratings - Compare service providers based on specific project requirements - Find providers filtered by location, budget, industry expertise, and service offerings Example queries: - "Find top-rated web development companies for e-commerce projects" - "Search for mobile app developers with healthcare experience" - "Compare SEO agencies with 5-star ratings" - "Find accounting firms for small businesses in New York" The tools provide access to Clutch's extensive database of vetted B2B service providers with real client feedback.
Technical Details
Tools(3)
Showing 3 of 3 tools
| Tool | Description | Flags | Test | Last Tested | |
|---|---|---|---|---|---|
get_service_packages | Use this tool when the user wants to see service packages with fixed pricing and scope for a specific type of service. This tool returns standardized packages offered by service providers, including pricing tiers, deliverables, and delivery timelines. It is useful when the user asks about cost, scope of work, or wants to compare package options. Use `page`/`limit` for pagination. | read-only | 100%Latency 358ms | May 9, 2026 | |
get_service_provider_reviews | Use this tool when the user asks to see client reviews for a specific service provider (company). It returns detailed verified reviews that include project information, pricing, scope, client feedback, ratings, and more. Optionally filter reviews by a specific service. | read-only | 100%Latency 385ms | May 9, 2026 | |
recommend_service_providers | Use this tool when the user is looking for service providers (companies, agencies, consultants, contractors, vendors) and describes requirements such as service type, industry, location, budget and pricing, company size, or specific focus areas (technologies/specialties). The tool returns a ranked list of providers that best match the criteria, including basic profile info and review/rating signals for comparison. Use `offset`/`limit` for pagination. Examples: - "Give me top web development companies for small businesses in the healthcare industry" -> service="Web Development", industry="Healthcare", client_type="Small Business( <$10M)" - "I need to improve SEO of my online store" -> service="SEO" - "I need SEO agencies that specialize in Shopify and have at least 10 reviews" -> service="SEO", focus_areas=["Shopify"], min_reviews=10 | read-only | 100%Latency 235ms | May 9, 2026 |
Discoverability Score
Fair
52 of 100 — how easily AI agents find your app
- Description quality20/20
- Example prompts0/20
- Keyword coverage0/15
- Tool metadata16/20
- Visual assets5/20
- Endpoint health10/10
- Data freshness11/15
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.
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.
Technical Details
- Status
- ENABLED
- Type
- AI-Powered App
- Auth
- Open Access
- Listed on
- ChatGPT
- Added
- March 24, 2026
- Last synced
- May 3, 2026
- Last checked
- 23h ago
- Version
- 3.2.4
- Distribution
- Ecosystem Directory