MCP Servers

mcp-server-aws-resources-python

baryhuang9

Python MCP server enabling Claude to run boto3 code for AWS resource management with sandboxed execution and easy AWS credential integration.


Query AWS resource status and metadata
Manage AWS services via boto3 commands

swagger-mcp-server

tuskermanshu9

MCP server parsing Swagger/OpenAPI to generate TypeScript types and API clients.


Parse Swagger/OpenAPI specs into structured MCP context
Generate TypeScript type definitions from API schemas

mcp-docling

zanetworker9

MCP server for document processing and conversion using Docling library.


Convert documents from URLs or local files to markdown format
Enable OCR to extract text from scanned documents

pinner-mcp

safedep9

MCP server to pin dependencies to immutable digests for reliable builds


Pin Docker base images to immutable digests
Lock GitHub Actions to specific commit hashes

myaiserv

eagurin9

High-performance FastAPI MCP server integrating LLMs with Elasticsearch and Redis.


Provide standardized MCP API for LLM integration
Serve real-time context data to LLM-powered applications

zerodha-mcp

mtwn1059

Python-based Zerodha trading assistant with MCP and AI agent integration.


Manage Zerodha trading accounts via natural language commands
Place, modify, and cancel trading orders programmatically

docling-mcp

Deep0702039

MCP server converting documents to Markdown using IBM's Docling software.


Convert various document formats to Markdown for LLM processing
Standardize document content into Markdown for easier parsing

mcp-audiense-insights

AudienseCo9

MCP server delivering detailed marketing and audience insights from Audiense data.


Extract demographic insights from Audiense reports
Analyze cultural trends within target audiences

youtube-mcp

Prajwal-ak-09

YouTube MCP server for transcript extraction, summarization, and video content queries.


Extract detailed transcripts from YouTube videos
Generate concise summaries of video content using Gemini AI

mcp-windows

SecretiveShell9

MCP server providing Windows API access for media, windows, and system control.


Control media playback via Windows media sessions
Manage and focus application windows programmatically

Second-Me-Mcp

mindverse9

Chat client server with OpenAI GPT and dynamic MCP tool integration.


Enable chat-based user intent recognition and response generation
Dynamically call local tool functions based on user input

mcp-claude-spotify

imprvhub9

Enables Claude Desktop to control and query Spotify via MCP integration.


Control Spotify playback using natural language commands
Search Spotify music catalog from Claude Desktop

exia-mcp

kokushin9

MCP server generating 'Kotoba Sisters' style scenarios for exia visual novels.


Generate 'Kotoba Sisters' style scenarios for exia visual novels
Convert generated scenarios into exia JSON format

RedBook-Search-Comment-MCP

chenningling9

Automate Xiaohongshu login, search, content retrieval, and smart commenting.


Automate login to Xiaohongshu with saved session
Search Xiaohongshu notes by keywords with result limits

xhs-mcp

jobsonlook9

Lightweight MCP server for Xiaohongshu API access via JS reverse-engineering.


Search Xiaohongshu notes by keywords
Retrieve detailed content of Xiaohongshu notes