MCP Servers

supabase-mcp

coleam00120

Python MCP server enabling AI-driven Supabase database operations via standardized API.


Query Supabase tables with filters and pagination
Insert new records into Supabase database tables

quarkus-mcp-servers

quarkiverse119

Java-based MCP servers framework enabling extensible LLM AI applications with Quarkus.


Integrate JDBC databases with LLM applications via MCP
Extend MCP-enabled LLM apps with custom Java servers

figma-mcp-server

TimHolden119

Figma MCP Server enables read-only access to Figma files via MCP, integrating design data with AI workflows.


Access Figma design files for AI-assisted design analysis
Retrieve project metadata for design documentation

foundry-mcp-server

PraneshASP118

Lightweight MCP server enabling Solidity devs to interact with Foundry toolchain.


Start and manage local Anvil blockchain nodes
Connect to remote Ethereum networks via RPC endpoints

mcp-pinecone

sirmews117

MCP server enabling seamless read/write access to Pinecone vector indexes for rudimentary retrieval-augmented generation (RAG).


Perform semantic search on Pinecone vector indexes
Read documents stored in Pinecone for context retrieval

mcp-client-server

willccbb117

Dual-role MCP server-client for testing and developing MCP servers seamlessly.


Deploy MCP servers to isolated test environments
Run automated test suites on MCP servers

OpenDataMCP

OpenDataMCP116

OpenDataMCP server connects any open data source to LLMs via Model Context Protocol for seamless AI integration.


Integrate open government data into AI workflows
Feed real-time public datasets to LLMs for analysis

alibabacloud-tablestore-mcp-server

aliyun116

Alibaba Cloud Tablestore MCP server for scalable, private knowledge base Q&A systems.


Build private knowledge base question-answering systems
Implement RAG-optimized AI knowledge retrieval

mcp-foundry

azure-ai-foundry115

MCP server integrating Azure AI Foundry for advanced AI-powered workflows.


Connect MCP clients to Azure AI Foundry services and agents
Enable real-time AI workflow orchestration with Azure AI Foundry

bilibili-mcp-server

huccihuang115

MCP server providing comprehensive Bilibili API operations and precise content search.


Perform keyword-based general searches on Bilibili content
Search Bilibili users sorted by follower count

FileScopeMCP

admica114

Analyzes codebase dependencies to rank files and generate visual diagrams.


Rank files by importance based on code dependencies
Generate visual diagrams of codebase file dependencies

WireMCP

0xKoda113

Real-time network traffic analysis server using Wireshark's tshark for LLMs.


Capture live network packets for detailed analysis
Provide protocol hierarchy statistics for traffic overview

mcp-1panel

1Panel-dev113

MCP server implementation providing 1Panel integration for real-time model context.


Integrate 1Panel environment data with LLMs for enhanced context
Provide real-time context from 1Panel to AI models

lokka

merill113

MCP server enabling AI-driven management of Microsoft 365 and Azure via Microsoft Graph.


Query Microsoft 365 tenant data using natural language
Manage Azure resources via AI-driven commands

mcp-maigret

BurtTheCoder112

MCP server for Maigret, an OSINT tool that gathers user account data from public sources for username searches and URL analysis.


Search usernames across multiple social networks
Analyze URLs for user account information