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MCP Servers

mcp-server-milvus

zilliztech106

MCP server enabling seamless integration with Milvus vector database for LLM context.

Query Milvus vector database from LLM applications
Integrate vector search into AI-powered IDEs

aws-mcp-server

alexei-led105

Lightweight MCP server enabling AI-driven AWS CLI command execution securely.

Execute AWS CLI commands via AI assistants securely
Automate AWS infrastructure management with natural language

gitlab-mcp

zereight105

Enhanced GitLab MCP server with bug fixes and improved API integration.

Integrate GitLab data into AI workflows for real-time context
Enable AI models to query GitLab issues and merge requests

mcp-server-metamcp

metatool-ai105

Unified MCP server proxy managing multiple MCP servers seamlessly.

Consolidate multiple MCP servers into one unified proxy
Route tool and prompt requests to correct MCP servers

apktool-mcp-server

zinja-coder104

Automated MCP server for Android APK analysis and reverse engineering with LLMs.

Analyze Android APKs for security vulnerabilities
Parse AndroidManifest.xml files automatically

mcp-gateway

acehoss104

MCP Gateway server bridges MCP STDIO servers to HTTP+SSE and REST APIs, enabling multi-instance MCP servers over HTTP with flexible config and authentication.

Expose multiple MCP server instances over HTTP
Bridge MCP STDIO servers to REST API clients

solana-mcp

solanamcp103

On-chain Solana operations via natural language commands and DApp integration.

Execute Solana blockchain operations using natural language commands
Integrate Solana DApps for seamless user interactions

mcp-trader

wshobson102

MCP server delivering advanced stock analysis and trading tools with real-time technical indicators and relative strength metrics.

Perform technical analysis on stock symbols
Calculate relative strength against market benchmarks

notion-mcp-server

awkoy102

Production-ready MCP server enabling AI interaction with Notion's API.

Read and modify Notion pages via natural language
Create and update Notion databases programmatically

mcp-scholarly

adityak74102

MCP server for precise academic article search, starting with arXiv integration and expanding scholarly sources.

Search academic articles by keyword from arXiv
Integrate scholarly article search into AI workflows

notion-mcp

ccabanillas102

Notion MCP server enabling seamless, standardized interaction with Notion's API for advanced workspace querying and management.

Query Notion databases for structured workspace data
Create and update Notion pages programmatically

mcp-proxy-server

adamwattis101

Central MCP proxy server aggregating multiple resource servers into one unified interface for seamless routing and response handling.

Aggregate multiple MCP resource servers into one interface
Route requests to appropriate MCP backend servers

Redbook-Search-Comment-MCP2.0

chenningling101

Automates Xiaohongshu login, search, content retrieval, and AI-generated commenting.

Automate Xiaohongshu login with persistent session management
Search Xiaohongshu notes by multiple keywords with result limits

quarkus-mcp-server

quarkiverse100

Quarkus MCP Server extension enables easy implementation of Model Context Protocol server features for seamless LLM integration.

Implement MCP server features in Quarkus applications
Expose structured data sources to LLMs

claude-code-mcp

willccbb100

MCP server enabling Claude Code to develop and extend AI tool integrations.

Enable Claude Code to access web search via MCP
Integrate GitHub data into AI workflows