Discover Awesome MCP Servers

NPM Helper MCP

A Model Context Protocol server that provides tools for NPM package management, including dependency searching, updates, conflict resolution, and version management to help AI assistants safely upgrade project dependencies.

SAP Business Data Cloud MCP Server

Enables AI assistants to manage SAP Business Data Cloud operations including data shares, Delta Sharing, and data product publishing through an MCP interface.

PAN-OS MCP Server

PAN-OS MCP 服务器 (XML API)

screenshot-mcp-server

A reliable MCP server for taking screenshots with customizable timestamp overlays, region captures, and file management capabilities across macOS, Windows, and Linux.

MCProbe

A stdio MCP server that audits other MCP servers by linting their tool schemas and calling tools with malformed inputs to produce a 0–100 conformance score and Markdown report.

merlonix-mcp

Provides live infrastructure monitoring for AI agents, including domain health checks, MCP server security posture, email blacklists, broken-link scans, and cloud vendor status. No signup or API key needed for public tools.

Bitbucket MCP

Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, branches, commits, pipelines, issues, and webhooks through the Model Context Protocol.

RewindMCP

An MCP server that interfaces with the Rewind.ai SQLite database to provide access to audio transcripts, screen OCR data, and activity tracking. It enables AI models to search personal memory, retrieve past conversations, and analyze application usage history.

a2atlassian

Agent-to-Atlassian Give AI agents access to Jira and Confluence. Save credentials once, work from anywhere. Jira + Confluence · read-only by default · pre-configured connections · compact TSV output

remote-mcp-server-authless

A remote MCP server deployable on Cloudflare Workers without authentication, allowing custom tool definitions and connections to MCP clients like Cloudflare AI Playground or Claude Desktop.

Tencent Cloud Live MCP Server

Enables AI agents to manage Tencent Cloud Live services through natural language, including domain management, stream pulling/pushing, live stream control, and transcoding template operations.

cloudflare-dns-mcp

MCP server for managing Cloudflare DNS subdomains, enabling an LLM to check availability, claim, release, and list subdomains under a root domain.

Shaka Packager MCP Server

Integrates Shaka Packager with Claude to enable video analysis, transcoding, and packaging for HLS and DASH streaming. It supports advanced features like DRM encryption and content conversion while working alongside the Filesystem MCP server to process local media files.

AWS Customer Playbook Advisor MCP

Provides real-time access to AWS security best practices, incident response playbooks, and preventive security measures from the official AWS Customer Playbook Framework repository. Enables users to query AWS security guidance for services like S3, IAM, EC2, and RDS through natural language.

Lumu MCP Server

An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-powered security incident analysis and management.

rnaseq-plot-mcp

MCP server for RNA-seq downstream analysis, wrapping R scripts to generate plots and perform analyses like PCA, volcano, heatmap, enrichment, and WGCNA.

Designers Favourite MCP

Lets AI assistants like Claude or ChatGPT operate Adobe apps (Illustrator, Photoshop, After Effects, Premiere Pro) through 12 professional workflows with built-in quality control, restore points, and human approval.

remote-mcp-server-authless

A remote MCP server deployed on Cloudflare Workers without authentication, enabling connection to AI Playground and Claude Desktop with custom tools.

actionforge-mcp

Bridges ActionForge's hosted function endpoints to any MCP client, letting Claude and others call your generated tools directly.

colab-mcp (enhanced fork)

Enhanced fork of Google's Colab MCP, pre-registers all 7 notebook tools at startup (get_cells, add/run/update/delete/move_cell, add_text_cell), adds programmatic GPU control (T4/L4/A100) via OAuth, and fixes the "Disconnected from local server" issue with IPv4-only bind, PNA CORS headers, and stale-tab dedup. Works on Chrome, Edge, Windows, macOS, Linux.

Schema Validator AI MCP

Schema Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Chrome Console Log MCP Server

Captures browser console logs via Chrome DevTools Protocol and exposes them to MCP clients over SSE, enabling log retrieval with the getConsoleLogs tool.

netcoredbg-mcp

Enables AI coding agents to debug .NET applications with breakpoints, stepping, variable inspection, and GUI automation for WPF, WinForms, and Avalonia apps.

mcp-v2

An experimental MCP v2 server supporting streamable HTTP, skills, and apps with a verification dashboard for end-to-end testing.

devenv-cache

Provides a local SQLite cache of package documentation and APIs, enabling AI coding assistants to access dependency context offline with sub-10ms latency via MCP.

Unofficial Google Trends MCP Server

Enables AI assistants to query Google Trends data, including search interest over time, regional breakdowns, trending searches, and keyword ideas.

codegraph-summary

Enables AI assistants to search code summaries using Chinese business terms, with support for semantic search and PRD linkage.

genesys-mcp

An MCP server for Genesys Cloud that enables AI assistants to create queues, skills, users, wrap-up codes, and Architect flows, as well as render flow diagrams and publish via Genesys' pipeline. It focuses on building and writing, not just reading.

Context API MCP Server

Accesses the doppelgangers.ai Social Media Context API to provide contextualized XML renderings of Twitter/X posts including conversation summaries and metadata. It enables semantic search and comprehensive post retrieval for high-quality analysis of social media trends and topics.