Discover Awesome MCP Servers

MCP Server for Azure DevOps

Provides AI assistants with comprehensive access to Azure DevOps services including work items, repositories, pull requests, wikis, builds, pipelines, and test plans through 25+ MCP tools with multi-project support.

UGCmind MCP

Open-source MCP server for AI image and video generation via UGCmind, enabling prompt inspiration, generation, and async task tracking from any MCP host.

mcp-excel

Enables AI assistants to read and write local Excel and CSV files, supporting editing, styling, and image insertion.

BioVis-MCP

Enables AI assistants to generate publication-quality bioinformatics visualizations (volcano plots, PCA, heatmaps, etc.) directly from raw biological data.

ShadowGit MCP Server

Provides AI assistants with secure, read-only access to ShadowGit repositories for debugging and code analysis. Enables powerful analysis of fine-grained git history captured automatically by ShadowGit's continuous commit tracking.

MCP Inspector Assistant

Provides programmatic access to MCP server testing, debugging, and validation capabilities by wrapping the official MCP Inspector. Enables users to test tools, validate protocol compliance, discover server capabilities, and debug MCP servers through natural language interactions.

ai-supply-mcp

Enables agents to search, install, publish, and review security-scanned AI capabilities from the ai-supply.store marketplace, including skills, MCP servers, plugins, datasets, and guardrails.

daraz-mcp

Enables searching Daraz.pk products with smart cheapest detection and category support using documented API patterns.

DriveBC MCP Server

Provides real-time access to BC highway conditions, road closures, weather alerts, and traffic incidents through the Open511-DriveBC API with smart caching.

colab-fleet

Enables offloading heavy CPU/ML workloads to free Google Colab from any MCP client, with automatic job management and free-tier enforcement.

VICE Next MCP

Enables interaction with VICE emulators for Commodore systems through binary monitor protocol, supporting keyboard matrix injection and IEC observers for targets like C64, VIC-20, etc.

imap-mcp

An IMAP client MCP server for reading mail from Dovecot or Synology MailPlus mailboxes, with optional webhook triggers for new messages. It provides tools for managing emails and automates workflows by firing webhooks when matching messages arrive.

mcp-response-types-lab

Enables testing how different MCP clients handle tool results containing both content and structuredContent, including outputSchema enforcement and mismatch scenarios.

Microsoft MCP

Model Context Protocol servers for Microsoft 365, enabling AI assistants to interact with Calendar, Contacts, OneDrive, Outlook, and SharePoint via the Microsoft Graph API.

ppt-engine-mcp

Drives real PowerPoint desktop application for true-fidelity PDF export and per-slide image export, complementing python-pptx by handling rendering that no library can.

Black Duck Signal MCP Server

Enables AI-powered security scanning of code changes and files through coding assistants, detecting vulnerabilities and providing fixes.

Shotcut MCP

Enables AI clients to create, edit, validate, preview, and render Shotcut projects (saved as MLT XML) without operating the GUI, using structured timeline editing tools and local safety mechanisms.

fine-tuning-os

A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimensions to prepare, build, train, evaluate, secure, package, and deliver fine-tuned models without ever accessing client data.

x-agent-mcp

Enables AI agents to interact with X (Twitter) through its private GraphQL API using session cookies, supporting tweets, replies, likes, retweets, searches, direct messages, and more. Provides 24 MCP tools for full account automation.

MCPResilience

Enables MCP clients to seamlessly operate across legacy and modern protocol versions, auto-detecting the client's era on the first request and supporting the experimental Tasks extension with full compatibility.

minecraft-paper-mcp

Enables control and administration of a Paper Minecraft server, including process management, in-game commands via RCON, file editing, and log monitoring.

mcp-abap-adt

A lightweight MCP adapter providing unified access to SAP ABAP metadata, source code, and diagnostics through ADT services.

rekabet-karar-mcp

Enables searching and retrieving US federal antitrust decisions from the CourtListener API, providing verified citations and full text for competition law research.

AWS Security MCP Server

Enables management and analysis of AWS security groups, S3 buckets, and VPC connections via MCP.

OpenSincera MCP Server

Provides access to OpenSincera API for retrieving digital advertising publisher metadata, verification status, and operational metrics through domain or Publisher ID lookup.

mcp-landregistry-uk

Enables querying HM Land Registry Price Paid Data (UK) through natural language, providing access to property transaction records.

AISOTools MCP Server

A hosted Model Context Protocol server that enables searching, retrieving, comparing, and finding alternatives for over 1,100 AI tools from the AISOTools catalog, with pricing, ratings, and source links.

Workspace MCP Server

Enables AI agents to query MongoDB databases and project management REST APIs through a universal MCP interface, providing read-time access to workspace data.

Lumenco Catalog MCP Server

Provides read-only access to the Lumenco product catalog, enabling retrieval of products, specifications, listings, and recommendation candidates without browsing the site.