MCP Servers

vscodecontext

explicitcontextualunderstanding5

Provides configurable VSCode context data to models via MCP server.

Expose VSCode editor state and open files to LLMs

Provide real-time workspace context for AI coding assistants

winsecMCP

GH05TCREW5

Automate Windows security hardening and configuration via MCP server.

Automate firewall configuration and monitoring

Manage Remote Desktop Protocol (RDP) security settings

FortunaMCP

siliconsociety5

High-speed MCP server delivering true random values for AI applications.

Generate true random values for Monte Carlo simulations

Provide unbiased randomness for complex system modeling

sonic-pi-mcp

abhishekjairath5

MCP server enabling AI-driven music creation and control in Sonic Pi.

Play individual musical notes with AI-controlled synth parameters

Execute custom Sonic Pi code snippets programmatically

azure-ai-vision-face-mcp-server

Azure-Samples5

Azure AI Vision Face Liveness MCP Server for proof of presence in AI workflows

Embed proof of presence in AI agent workflows

Verify user identity with face liveness detection

conduit

codingthefuturewithai5

Python server unifying AI access to enterprise knowledge and collaboration tools.

Integrate AI with Atlassian Jira for issue tracking insights

Access and query Confluence content via AI tools

mcp-filesystem-server

qiangmzsx5

Go-based MCP server enabling LLMs to access and interact with filesystem data.

Expose local filesystem data to LLMs for real-time context

Enable LLMs to read and query files and directories

nba-mcp-server

Taidgh-Robinson5

Fetch recent NBA games and player stats via Claude LLM integration.

Retrieve final scores for NBA games played yesterday

Get player points, rebounds, and assists from recent games

mcp-bazel

aaomidi5

MCP server offering Bazel build, test, and dependency analysis tools.

Build specified Bazel targets programmatically

Run tests on Bazel targets via MCP integration

root-signals-mcp

root-signals5

Server for measuring and controlling LLM automation workflows effectively.

Monitor LLM automation performance metrics in real time

Control and adjust LLM-driven workflows dynamically

go-mcp-postgres

guoling20085

Zero-burden MCP server for PostgreSQL with automation and i18n support

Perform CRUD operations on PostgreSQL databases via MCP

Run read-only queries to prevent unintended data changes

mcp-boilerplate

iamsrikanthnani5

Robust MCP server with SSE transport, built-in tools, and enterprise-grade stability.

Connect AI models to multiple data sources via MCP protocol

Build custom MCP servers using a robust boilerplate framework

mcp-fetch-node

tgambet5

Node.js MCP server fetching and converting web content to markdown for LLMs.

Fetch and convert web pages to markdown for LLM processing

Retrieve large web content in chunks using start index

pgsql-mcp-server

leixiaotian15

Golang MCP server for PostgreSQL: query, create tables, and analyze SQL via MCP.

Execute SELECT queries on PostgreSQL databases via MCP

Create new tables in PostgreSQL through AI-driven commands

pandas-mcp-server

marlonluo20185

MCP server for executing Pandas code and visualizing CSV data interactively.

Load CSV files and extract column metadata and sample data

Execute dynamic Pandas code snippets on CSV datasets