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10 picks · trending now

Trending MCP servers

The trending MCP servers are Worldmonitor, Codebase Memory and Dbx, ranked by how fast they are gaining stars; Worldmonitor leads. The list covers 776 MCP servers in the appsgit catalog, one entry per repository.

Updated · data from GitHub, refreshed nightly

Top picks

  1. Rank 1:

    Worldmonitor

    koala73/worldmonitor

    Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.

    Cloud & DevOpsTypeScript

    ~324 stars/day since launch: Worldmonitor has 87,920 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026.

  2. Rank 2:

    Codebase Memory

    DeusData/codebase-memory-mcp

    Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

    Developer toolsC

    ~205 stars/day since launch: Codebase Memory has 45,917 GitHub stars, runs without an API key, is written in C and was last updated in October 2026.

  3. Rank 3:

    Dbx

    t8y2/dbx

    Query databases from AI agents using connections configured in DBX.

    DatabasesRust

    ~155 stars/day since launch: Dbx has 24,945 GitHub stars, runs without an API key, is written in Rust and was last updated in October 2026.

Full ranking

All 10 picks, ranked

Ranked by GitHub stars and recent activity. Open any pick for live stats and licence details.

  1. 1

    Worldmonitor

    Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.

    ~324 stars/day since launch: Worldmonitor has 87,920 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026.

  2. 2

    Codebase Memory

    Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

    ~205 stars/day since launch: Codebase Memory has 45,917 GitHub stars, runs without an API key, is written in C and was last updated in October 2026.

  3. 3

    Dbx

    Query databases from AI agents using connections configured in DBX.

    ~155 stars/day since launch: Dbx has 24,945 GitHub stars, runs without an API key, is written in Rust and was last updated in October 2026.

  4. 4

    Gemini CLI

    An open-source AI agent that brings the power of Gemini directly into your terminal.

    ~200 stars/day since launch: Gemini CLI has 107,240 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026.

  5. 5

    Chrome DevTools MCP

    MCP server for Chrome DevTools.

    ~136 stars/day since launch: Chrome DevTools MCP has 53,049 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026.

  6. 6

    REA

    Reverse engineer anything from your terminal or agent with one CLI and MCP server.

    ~58 stars/day since launch: REA has 10,215 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026.

  7. 7

    Claude Flow

    AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

    ~151 stars/day since launch: Claude Flow has 74,016 GitHub stars, needs an API key or token, is written in TypeScript and was last updated in October 2026.

  8. 8

    CPU Performance Engineering

    A CPU performance engineering brain: a vetted reading list, benchmarks and cited source passages.

    ~55 stars/day since launch: CPU Performance Engineering has 1,054 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026.

  9. 9

    Appllama

    Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.

    ~44 stars/day since launch: Appllama has 2,423 GitHub stars, is published by the vendor itself, runs without an API key and was last updated in September 2026.

  10. 10

    Browser Use

    Control a real Chrome browser to complete any task: fill forms, extract data, book flights.

    ~166 stars/day since launch: Browser Use has 117,307 GitHub stars, is published by the vendor itself, runs without an API key, is written in Python and was last updated in October 2026.

FAQ

Questions and answers

Still curious? Email info@appsgit.com.

Which MCP servers are trending right now?

The trending MCP servers are Worldmonitor, Codebase Memory and Dbx, ranked by how fast they are gaining stars; Worldmonitor leads. The list covers 776 MCP servers in the appsgit catalog, one entry per repository.

Do these MCP servers need an API key?

1 of the 10 picks need an API key or token, for example Claude Flow; 9 run without one. Each page on appsgit lists the environment variables a MCP server expects.

Which AI clients work with these MCP servers?

Claude Code (all), Cursor (all), VS Code (all) and Claude Desktop (9 of 10). The client list comes from each project's published transport and package data; appsgit does not guess it.

Are any of these MCP servers official?

Yes: Appllama and Browser Use are published by the vendor themselves.

How do I install an MCP server?

Local servers run as a command such as npx, uvx or docker run that you add to your client's MCP configuration; remote servers only need their URL. Every server page on appsgit has ready-made snippets for Claude Desktop, Claude Code, Cursor and VS Code.

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