Skip to content
GitHub Trending Today

Trending MCP servers and tools

Repositories from GitHub’s trending lists that implement or use the Model Context Protocol, grouped by a published rule.

Collected

  1. 1st place

    Panniantong/Agent-Reach

    Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

    +696

    stars today · +0.8%

    Python89.1k stars in total

  2. 2nd place

    heygen-com/hyperframes

    Write HTML. Render video. Built for agents.

    +580

    stars today · +1.0%

    TypeScript56k stars in total

  3. 3rd place

    mksglu/context-mode

    Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

    +282

    stars today · +1.1%

    TypeScript25.1k stars in total

The full list

Each card is one project. The green number is how many stars it gained in the period of its list; the number in the circle is its position.

13 repositories · positions 1 to 3 are above

View
  1. Position 4

    rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    Python62.8k stars in total10.7k forksMCPAI agentsLLM

    +5,600

    stars this week

    +9.8%

  2. Position 5

    affaan-m/ECC

    The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

    JavaScript272k stars in total40.6k forksMCPAI agentsLLM

    +26,490

    stars this month

    +11%

  3. Position 6

    superdesigndev/treg

    OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn

    Python4.1k stars in total336 forksMCPAI agents

    +3,055

    stars this month

    +301%

  4. Position 7

    NVIDIA/SkillSpector

    Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.

    Python19.2k stars in total1.7k forksMCPAI agents

    +3,495

    stars this month

    +22%

  5. Position 8

    ComposioHQ/awesome-claude-skills

    A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

    Python76.4k stars in total8.9k forksMCPAI agentsLLM

    +81

    stars today

    +0.1%

  6. Position 9

    PostHog/posthog

    🦔 PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.

    Python40.1k stars in total3.5k forksMCP

    +40

    stars today

    +0.1%

  7. Position 10

    D4Vinci/Scrapling

    🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

    Python85.3k stars in total8.7k forksMCP

    +241

    stars today

    +0.3%

  8. Position 11

    modelcontextprotocol/servers

    Model Context Protocol Servers

    TypeScript91k stars in total11.8k forksMCP

    +34

    stars today

    +0.0%

  9. Position 12

    agentgateway/agentgateway

    Next Generation Agentic Proxy for AI Agents and MCP servers

    Rust5.1k stars in total909 forksMCPAI agents

    +16

    stars today

    +0.3%

  10. Position 13

    lharries/whatsapp-mcp

    WhatsApp MCP server

    Go6.4k stars in total1.4k forksMCP

    +23

    stars today

    +0.4%

Gathered from all the GitHub trending lists we read at Oct 3, 2026, 08:21 UTC: today’s list first, then this week’s and this month’s, then the language lists. Star figures are GitHub’s; the grouping follows the rule in the questions below.

Source: github.com/trending · updated

What MCP repositories are

The Model Context Protocol defines how an AI assistant talks to an external program that offers it tools, data and prompt templates. A repository on this page is typically one of three things: a server that exposes a service (a database, a browser, a code host, a design tool) to assistants; a client or framework that connects to such servers; or a tool that manages, proxies or inspects them.

One assistant in the middle, many servers around it: each server adds a capability.

Before you connect one

A server runs with the access you give it: files, credentials, a logged-in browser. Its tool descriptions are also text that the assistant reads and may follow. Prefer servers whose source you can read, check when the repository was last pushed, and give each server the narrowest permissions that still let it do its job. The install line shown on a repository page is copied from its README and is not a recommendation.

Related pages: AI agents and LLM.

More lists to explore

The same data cut by period, programming language and subject.

Questions and answers

More detail on the method page.

What is MCP?

The Model Context Protocol is an open protocol, introduced by Anthropic in November 2024, that lets an AI assistant connect to external tools and data through servers that expose tools, resources and prompts in a standard way.

What puts a repository on this page?

A GitHub topic equal to mcp or model-context-protocol, or starting or ending with “mcp” (for example mcp-server), or a description that contains “MCP” or “Model Context Protocol” as whole words.

Does being listed mean the server is safe to connect?

No. An MCP server can read data and run actions with the permissions you give it. Read its source and its permissions before connecting it to an assistant.