MCP For Claude Marketplace
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Ai Agents

6 connectors in this collection

Agent Capability Matcher

Agent Capability Matcher MCP

3 tools Official

Optimizes task assignment to agents using capability matching and load balancing.

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Agent Memory Optimization Calculator

Agent Memory Optimization Calculator MCP

3 tools Official

Optimize agentic memory hierarchies with precise allocation and decay analysis.

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Agent Semantic Deduplication Engine

Agent Semantic Deduplication Engine MCP

3 tools Official

A deterministic tool for calculating semantic similarity and deduplicating multi-agent outputs.

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Agent Token Budget Allocator

Agent Token Budget Allocator MCP

3 tools Official

Deterministic token budget allocation for multi-agent pipelines.

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Multi-Agent Coordination Pattern Validator

Multi-Agent Coordination Pattern Validator MCP

3 tools Official

A diagnostic engine to validate the structural integrity and logical flow of multi-agent orchestration patterns.

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Token Budget Allocation Optimizer

Token Budget Allocation Optimizer MCP

3 tools Official

Distribute and optimize token budgets across multi-agent pipelines.

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5,300+ Connectors

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

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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.

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