EXPLORE COMPONENTS

Google GenAI Toolbox

MCP

Google APIs

87/100

Open-source server from Google that simplifies connecting AI agents to databases with built-in authentication, connectio...

MCP Toolbox for Databases

MCP

Google APIs

87/100

Google's MCP toolbox for database access, with prebuilt tools for SQL and NoSQL systems plus a framework for custom safe...

Firecrawl MCP

MCP

Firecrawl

85/100

MCP server for Firecrawl web scraping and crawling service, converting web pages to clean markdown with automatic conten...

Understand Anything

SKILL

Lum1104

85/100

Codebase analysis skill that generates knowledge graphs and visual dependency maps to help understand unfamiliar reposit...

Claude Scientific Skills

SKILL

K-Dense AI

85/100

Domain-specific skills for scientific computing covering bioinformatics, genomics, chemistry, and drug discovery workflo...

Filesystem MCP Server

MCP

Anthropic

85/100

Secure file system access via MCP with configurable permissions.

Qdrant MCP

MCP

Qdrant

84/100

Official Qdrant MCP server for vector database operations, enabling AI agents to manage collections, upsert points, and...

Perplexity MCP

MCP

Perplexity AI

84/100

Official MCP server for Perplexity AI search, providing AI agents with real-time web search results augmented with citat...

Kreuzberg

MCP

Kreuzberg

83/100

Polyglot document-intelligence framework with CLI, API, Docker, and MCP modes for extracting text, metadata, images, and...

SQLite MCP Server

MCP

Anthropic

83/100

MCP server for SQLite database operations with business intelligence capabilities.

Tavily MCP

MCP✓ VERIFIED

Tavily AI

83/100

MCP server for Tavily AI search API, optimized for AI agent use with structured search results, content extraction, and...

AntV Chart MCP

MCP✓ VERIFIED

AntV

82/100

AntV MCP server and companion skill for generating 25+ chart types, data visualizations, and presentation-ready analytic...

Mapbox MCP

MCP✓ VERIFIED

Mapbox

82/100

Official Mapbox MCP server providing AI agents with geocoding, routing, directions, and map data access for location-bas...

Airtable MCP

MCP

Adam Jones

82/100

MCP server for Airtable that lets AI agents list bases, read records, create rows, and perform CRUD operations on Airtab...

Elasticsearch MCP

MCP

Elastic

82/100

Official Elastic MCP server for Elasticsearch, enabling AI agents to run search queries, manage indices, and perform ana...

PostgreSQL MCP Server

MCP

Anthropic

82/100

Read-only PostgreSQL database access via MCP protocol.

Stripe MCP Server

MCP

Stripe

81/100

Stripe API integration for payments, subscriptions, and financial data queries.

Brave Search MCP Server

MCP

Anthropic

81/100

Web and local search using the Brave Search API with privacy-first approach.

Chroma MCP

MCP

Chroma

81/100

Official Chroma MCP server for ChromaDB vector database, enabling AI agents to manage collections, add documents with em...

Memory MCP Server

MCP

Anthropic

80/100

Knowledge graph memory server for persistent entity and relation storage across sessions.