MCP For Claude Marketplace
ExploreCategoriesHow it works
All categories

Vector Databases

3 connectors in this collection

NEW
AI Embedding Cost Structure

AI Embedding Cost Structure MCP

4 tools Official

Calculates the economic impact and operational costs of embedding generation and vector storage.

A+ View details →
Document Metadata Flattener

Document Metadata Flattener MCP

3 tools Official

Flattens nested JSON metadata into dot-notation keys for vector store compatibility.

A+ View details →
NEW
Embedding Dimension Optimizer

Embedding Dimension Optimizer MCP

3 tools Official

A deterministic tool to balance embedding quality, latency, and storage efficiency.

A+ View details →

5,300+ Connectors

The largest catalog of MCP servers for Claude, Cursor, and any AI agent.

Security Scanned

Every connector is graded by an automated debugger — from A+ to F.

Real-World Ready

Connect AI to CRMs, payments, dev tools, databases, and beyond.

MCP For Claude Marketplace

The marketplace for Model Context Protocol connectors. Give Claude superpowers and connect AI to the real world of software.

Official Vinkius Partner →
Marketplace
  • Explore
  • Categories
  • How it works
Popular
  • Gmail
  • Salesforce
  • Notion
  • Slack
Resources
  • MCP Spec
  • Claude Docs

© 2026 MCP For Claude. Built for the MCP ecosystem.

Not affiliated with Anthropic. Claude is a trademark of Anthropic.