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Model Context Protocol (MCP) servers are standardized interfaces that enable AI models to connect with external data sources, APIs, and tools. This directory contains 596 MCP servers that extend AI capabilities beyond basic text generation to include real-time data access, tool integration, and system automation.
Each MCP server includes GitHub repository links, setup instructions, configuration requirements, and compatibility information. Most servers are open-source and can be self-hosted or deployed to cloud platforms. Integration guides and documentation are provided for each server.
Developers, AI engineers, system integrators, and technical teams building AI-powered applications that need to connect with external systems and data sources.
Discover and integrate powerful AI solutions powered by Model Context Protocol (MCP) to enhance your business functions and accelerate innovation.
Filter solutions based on business categories and specific use cases to find the perfect tools for your organization's needs.
Streamline operations, enhance decision-making, and accelerate digital transformation with enterprise-grade MCP integration. Built for businesses that demand reliability, security, and scalability.
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Showing 421-440 of 596 MCP servers(Page 22 of 30)
GongRzhe (GitHub)
Integrate Redis Databases • In-Memory Key-Value Operations • Caching • Session Management • Real-time Data Processing
paschmaria (GitHub)
Read-only Redshift Access • Schema Inspection • Read-only Query Execution
skydeckai (GitHub)
Semantic Search • Document Retrieval
niyogi (GitHub)
Deployment Tooling for Render.com
gerred (GitHub)
Access Diverse ML Models via Replicate API • Perform Inference • Retrieve Results
yamadashy (GitHub)
Package Codebases into Single Files • Intelligent Structure Preservation • Token Optimization
happyZYM (GitHub)
Repository File Search • Ignore Pattern Respect • Configurable Text Matching • Efficient Search
resend (GitHub)
Send Emails via Resend API
dkmaker (GitHub)
API Testing • Response Analysis
jwaldor (GitHub)
Integrate Any REST API • Dynamic API Connection • Rapid Prototyping • Real-time External Data Access
stat-guy (GitHub)
AI Capability Enhancement • Structured Thinking Processes • Retrieval-Augmented Thinking (RAG) • Dynamic Thought Chains • Recursive Refinement • Improved Reasoning • Complex Problem-Solving
agree-able (GitHub)
Virtual Room Creation • Virtual Room Interaction • Peer-to-Peer Space • Multi-Agent Collaboration • Decentralized Communication
Rootly-AI-Labs (GitHub)
Incident Management • Incident Resolution • Rootly API Integration
0xKoda (GitHub)
Rust Documentation Fetching • docs.rs Integration • Crate Documentation Retrieval • Rust Code Context Provision
maxim-saplin (GitHub)
Run Python in Safe Runtime • Limit Operations/Imports
smn2gnt (GitHub)
Natural Language Querying • Record Management • CRM Workflow Automation
adityak74 (GitHub)
Integrate arXiv • Keyword-based Article Searching • Article Retrieval • Research Assistance • Literature Reviews
worldnine (GitHub)
Scrapbox Integration • Page Reading • Page Writing • Knowledge Management Support • Collaborative Note-Taking Support • Chatbot Application Support
Ai-Quill (GitHub)
Scraper.is API Integration • Web Content Extraction • Structured Data Parsing • Markdown Conversion • Product Research Support • News Aggregation Support • Content Analysis Support
Scrapezy (GitHub)
Integrate Scrapezy API • Extract Structured Data (Websites) • User-specified Prompts • Flexible Web Scraping • Content Aggregation • Automated Research