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MCP Server Directory offers a simple way to find and explore Model Context Protocol (MCP) servers. Our carefully selected collection helps AI developers and users discover the right servers for their projects without wasting time on endless searches.
Looking for the perfect MCP server can be hard. Our directory puts all the best options in one place. Whether you're building AI tools or improving your current systems, we help you find servers that match your needs quickly and easily.
Complete Collection: Browse through various MCP servers for file handling, code work, cloud services, and more.
Easy Filtering: Sort servers by what they do, what they work with, or how you plan to use them.
Clear Details: Get important information about each server, including what it does and how to set it up.
Fresh Updates: Find new servers as soon as they join our directory.
Quick Search: Find exactly what you need with our simple search tool.
Community Servers: Explore both official and user-created servers in one place.
Save Time: Find the servers you need without searching many websites.
Make Better Choices: Compare different servers side by side to pick the best one.
Expand What Your AI Can Do: Discover servers that add new features to your AI projects.
Stay Up-To-Date: Keep track of new MCP servers all in one spot.
Data Servers: Connect to databases and storage systems.
Developer Servers: Work with GitHub, GitLab, and coding tools.
Communication Servers: Link with Slack, Discord, and messaging apps.
Cloud Servers: Connect to AWS, Google Cloud, Azure, and more.
Analysis Servers: Work with data tools and reporting systems.
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Based on our record, GitHub seems to be more popular. It has been mentiond 2476 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
"""Clones a single branch of a GitHub repository into a temporary directory for local scanning.""" Import logging Import shutil Import subprocess Import tempfile Logger = logging.getLogger(__name__) Class RepoFetchError(RuntimeError): """Raised when the target repository/branch cannot be cloned.""" Class RepoFetcher: """Shallow-clones a single branch of a repository so its tests can be scanned... - Source: dev.to / 1 day ago
# video-meta.yml Topic: > Walking through how we cut cold-start time on a Lambda-backed GraphQL API from 2.4s to under 400ms, including the two things that didn't work. Target_keyword: lambda cold start optimization Audience: backend devs who already ship serverless, not beginners Model_channels: - the three channels currently ranking for this keyword Links: repo: https://github.com/... slides:... - Source: dev.to / 2 days ago
Import struct, json, urllib.request REL = "https://github.com/{owner}/{repo}/releases/download/{tag}/" PART = ["...part1.zip.001", "...part2.zip.002", "...part3.zip.003"] SIZE = [1992294400, 1992294400, 1893639808] # from the releases API Def grab(part, start, end, out): # HTTP range fetch req = urllib.request.Request(REL + PART[part], Headers={"Range":... - Source: dev.to / 7 days ago
Is published at https://github.com/.keys so an SSH server to which you connect could do a reverse lookup. This is the reason why my ~/.ssh/config has those 2 lines at the end:- Source: Hacker News / 14 days agoHost *.
All of this assumes you can actually inspect what the agent did โ the real inputs after resolution, the real tool outputs, the real intermediate steps. That is the other half of the workflow. AgentLens captures the trace: every model and tool step, resolved inputs, raw outputs. agent-eval scores and gates the output; AgentLens gives you the unforgeable, agent-didn't-author trace data for Tier 1+2 to score against... - Source: dev.to / 15 days ago
GitLab - Create, review and deploy code together with GitLab open source git repo management software | GitLab
MCP.so - The largest collection of MCP Servers, including Awesome MCP Servers and Claude MCP integration. Search and discover MCP servers to enhance your AI capabilities.
BitBucket - Bitbucket is a free code hosting site for Mercurial and Git. Manage your development with a hosted wiki, issue tracker and source code.
HiMCP.ai - Discover Awesome MCP Servers and Clients
VS Code - Build and debug modern web and cloud applications, by Microsoft
MCP Server Finder - Discover, compare, and implement Model Context Protocol (MCP) servers for Claude and other AI assistants.