Discover the Right AI Tools with Intelligent Recommendations & Security Analysis

Find perfect AI tools in minutes, not hours. AI-powered recommendations analyze your tech stack and requirements to instantly surface the right tools from 5,000+ MCP servers and UTCP tools — no more endless browsing or trial-and-error.

Your time is precious. We'll save you hours.

4-6 hours
Manual research
  • Browse endless lists
  • Trial-and-error testing
  • Manual security checks
  • Comparing scattered docs
5 minutes
With MCP Discovery
  • AI finds the perfect match
  • Security risk scores included
  • Quality indicators built-in
  • All sources in one place

Powerful Features

Everything you need to discover AI tools

From AI-powered recommendations and security analysis to comprehensive search, we've built the most advanced platform for discovering the right AI tools — so you can spend less time researching and more time building.

Comprehensive Discovery

5,000+ AI tools, all in one place

Access the most comprehensive catalog of MCP servers and UTCP tools, aggregated from official registries, GitHub repositories, and community sources.

Multi-source aggregation.
Official MCP Registry, GitHub Awesome lists, UTCP registry, and community-curated sources all in one searchable catalog.
Intelligent deduplication.
Smart algorithms identify and merge duplicate entries across sources, ensuring you see each tool only once.
Real-time enrichment.
Automatic enrichment with GitHub stars, NPM downloads, PyPI stats, and package metadata keeps data fresh and accurate.
Search Results
Filters

Screenshot: Search results with metadata

Advanced Search
Syntax

Screenshot: Advanced search panel

Intelligent Search

Search that understands intent

Our semantic search goes beyond keyword matching to understand what you're actually looking for.

Semantic understanding.
Embedding-based search finds 'database connectors' even when you search for 'SQL access tools'. Results ranked by relevance.
Advanced query syntax.
Boolean operators (AND/OR/NOT), quoted phrases, required terms, and parentheses for complex queries. Plus automatic fuzzy matching for typos.
Powerful filters.
Filter by language, GitHub stars, freshness, risk level, and more. Sort by 8 different criteria including downloads and popularity.

AI-Powered

Context-aware recommendations

Let AI analyze your product or project requirements and recommend the perfect tools with natural language explanations.

Flexible input options.
Describe your product or project, upload documentation (PDFs, Markdown, images), and/or provide tech stack files (e.g., package.json).
Context-aware matching.
Provide tech stack, team size, experience level, and security requirements for personalized recommendations.
Clear explanations.
Each recommendation includes AI reasoning explaining why it's a good fit for your specific needs.
AI Recommendations
Context

Screenshot: AI recommendations page

Server Details
Metrics

Screenshot: Quality indicators

Trust & Quality

Make informed decisions

Real-time quality signals and trust indicators help you choose the right tools with confidence.

GitHub metrics.
Contributors, stars, forks, and last commit date give you insight into project health and popularity.
Package statistics.
NPM weekly downloads and PyPI monthly downloads show real-world adoption and usage patterns.
Freshness indicators.
Traffic light system for the project activity (🟢 Active, 🟡 Aging, 🔴 Stale) plus verified badges make quality assessment instant and visual.

Flexible Access

Use it your way

Whether you prefer a visual interface, command-line tools, or programmatic access, we've got you covered.

Modern web interface.
Beautiful, responsive UI with dark mode support. Search, filter, and explore tools with ease.
CLI for developers.
Pro tier includes command-line access for seamless integration into your development workflow.
REST API for automation.
Pro+ tier unlocks full API access for CI/CD pipelines, custom integrations, and automated workflows.
Access Methods
Integration

Screenshot: CLI & API examples

Security Analysis
Risk Assessment

Screenshot: Security dashboard

Security Analysis

AI-powered security advisory

Automated security analysis helps you identify vulnerabilities and assess risks before integrating any tool.

Vulnerability scanning.
Automated CVE detection, dependency vulnerability analysis, and security issue identification for every tool in the catalog.
Supply chain analysis.
Track dependency chains, detect outdated packages, and identify supply chain risks before they become problems.
Security scoring.
Comprehensive risk scores combining vulnerability data, code quality metrics, and community health indicators.

Enterprise Ready

Q1-Q2 2026

Built for teams & enterprises

Team collaboration, enterprise security, and advanced analytics features designed for organizations of all sizes.

Team collaboration.
Shared searches, team analytics, usage insights, and collaborative tool discovery for teams of 3-24 users. (Q1 2026)
Enterprise security.
SSO/SAML integration, role-based access control (RBAC), comprehensive audit logs, and dedicated support. (Q2 2026)
Custom solutions.
Flexible usage limits, white-label options, private server hosting, and dedicated engineering support for large organizations (25+ users).
Measurable ROI.
Save 4-6 hours per AI tool selection decision. For a team of 10 developers making 5 decisions/month, that's 200-300 hours saved annually—$30k-45k in labor costs alone.
Team Dashboard
Analytics

Screenshot: Team analytics dashboard

Security
Privacy

Diagram: Security architecture

Security & Privacy

Your data is safe with us

Enterprise-grade security and privacy-first architecture protect your data at every layer.

End-to-end encryption.
Data encrypted at rest and in transit using industry-standard AES-256 and TLS 1.3. Your API keys are hashed, never stored in plaintext.
Privacy-first design.
Minimal data collection, no tracking scripts, GDPR-ready infrastructure. We collect only what's necessary to provide the service.
Secure infrastructure.
Regular security audits, automated backups with verified restore, rate limiting, and DDoS protection keep your data safe.

Always Available

Reliable & supported

Enterprise-grade reliability with responsive support to keep you productive.

High availability.
99.9% uptime commitment with automated failover, redundant infrastructure, and real-time health monitoring.
Lightning-fast performance.
Search results in <100ms, optimized database queries, Redis caching, and CDN delivery for static assets.
Tiered support.
Standard support with 48hr response (Pro), Enhanced 36hr (Pro+), Priority 24hr (Team), Premium 12hr (Enterprise), plus comprehensive docs, API reference, and active development.
Status
Metrics

Screenshot: System status dashboard

Real-time Platform Statistics

MCP Servers
0
UTCP Tools
Curated
< 50 ms
Search Time

Pricing

Simple, transparent pricing

Choose the perfect plan for your AI tool discovery needs

All plans include access to the complete AI tool catalog (5,000+ entries)

Monthly Annual 2 MONTHS FREE

Free

$0 /month

For exploration and casual users

  • 10 text AI recommendations
  • — No vision analysis
  • Web access only
  • Keyword search
Get Started

Pro

$12 /month

For professionals with CLI workflows

  • 50 text AI recommendations
  • 5 vision AI recommendations
  • Semantic search
  • Web + CLI access
  • Standard support (48hr)
Start 7-Day Free Trial
Most Popular

Pro+

$48 /month

For power users needing API automation + security analysis

  • 120 text AI recommendations
  • 12 vision AI recommendations
  • Security analysis
  • Web + CLI + API access
  • Enhanced support (36hr)
Get Started

Team & Enterprise Solutions

Team

$90 /user/month

Premium tier for teams with unlimited security (3-24 users)

  • 200 text AI recommendations/user
  • 20 vision AI recommendations/user
  • Unlimited security analysis
  • Team admin & analytics
  • Priority support (24hr)
Get Started

Enterprise

$96 /user/month

Large organizations (25+ users, starts at $2,000/mo)

  • Unlimited AI recommendations
  • Unlimited security analysis + custom policies
  • SSO/SAML (Google, Azure AD, Okta)
  • Advanced RBAC & audit logs
  • Premium support (12-hour SLA)
Contact Sales

• Team plan: Per-user pricing with minimum 3 users ($270/month base)

• Enterprise plan: Per-user pricing with minimum 25 users ($2,000/month base)

• 7-day trial includes all Pro features, upgrade anytime

• No credit card required for trial

• Vision AI Recommendations feature analyzes PDF documents, diagrams, and images to recommend optimal MCP servers and UTCP tools

Complete Feature Comparison

Everything included in each MCP Discovery plan

Features Free Pro Pro+ Team Enterprise
AI-Powered Features
Text AI recommendations/month 10 50 120 200 Custom
Vision AI recommendations/month — 5 12 20 Custom
Consumption tracking
Usage alerts (75%, 90%, 100%) —
Historical usage data —
Search & Discovery
Full-text search
Vector similarity search
Advanced filters
Search result export — —
Access & Integration
Web interface
CLI tool access —
REST API access — —
API rate limits — — Standard Enhanced Custom
API documentation — —
Team Features
User seats 1 1 1 3-24 25+
Seat management — — —
Shared usage pools — — —
Admin dashboard — — —
Centralized billing — — —
Enterprise Features
SSO/SAML integration — — — —
RBAC (role-based access) — — — —
Audit logs — — — —
Custom SLA — — — —
Custom integrations — — — —
Support & SLA
Documentation
Community support
Email support —
Response time SLA — 48hr 36hr 24hr 12hr
Priority support queue — —
Dedicated support engineer — — — —
Onboarding session — — —
Content & Data
Access to 1,000+ MCP servers
UTCP tools catalog
Real-time updates
Compliance & Security
GDPR compliance
Encryption in transit
Encryption at rest
SOC 2 compliance — — — —
Security audits — — — —

Your Next Product or Project Starts Here and Now — Not in 6 Hours of Research

Get AI-powered recommendations and security analysis in minutes. Start building faster.

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