MCP servers: full ranking
Every tool numbered by AgentPick Score (0–100), our data score from public GitHub activity.
| # | Tool | What it does | Score | Stars | Updated |
|---|---|---|---|---|---|
| #97 | AiSOC | Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for … | 73 | ★ 2.4k | 14 Oct 2026 |
| #98 | paca | AI-native, free, open-source alternative to Jira, Trello, ClickUp & Monday. Built for Scrum teams where humans and AI agents collaborate as … | 73 | ★ 1.9k | 14 Oct 2026 |
| #99 | gortex | High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via… | 73 | ★ 1.9k | 14 Oct 2026 |
| #100 | ToolUniverse | Democratizing AI scientists with ToolUniverse | 73 | ★ 1.7k | 14 Oct 2026 |
| #101 | mcp-remote | Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server. | 73 | ★ 1.6k | 14 Oct 2026 |
| #102 | context-mode | Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acros… | 72 | ★ 29k | 14 Oct 2026 |
| #103 | evolver | The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai | 72 | ★ 8.7k | 30 Sept 2026 |
| #104 | Everywhere | On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps. | 72 | ★ 6.3k | 14 Oct 2026 |
| #105 | rust-sdk | The official Rust SDK for the Model Context Protocol | 72 | ★ 4k | 14 Oct 2026 |
| #106 | neo | Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via N… | 72 | ★ 3.3k | 14 Oct 2026 |
| #107 | Silex | Silex is an online tool for visually creating static sites with dynamic data. With the free/libre spirit of internet, together. | 72 | ★ 3k | 9 Oct 2026 |
| #108 | freecad-mcp | FreeCAD MCP(Model Context Protocol) server | 72 | ★ 2.9k | 13 Oct 2026 |
| #109 | crosspaste-desktop | Cross-device clipboard sync for macOS, Windows & Linux — end-to-end encrypted, LAN-only, no cloud. OCR, CLI and MCP server built in. | 72 | ★ 2.6k | 14 Oct 2026 |
| #110 | agent-teams-ai | You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the … | 72 | ★ 2.3k | 14 Oct 2026 |
| #111 | skybridge | Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic. | 72 | ★ 2.2k | 14 Oct 2026 |
| #112 | mcp-memory-service | Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consol… | 72 | ★ 2k | 14 Oct 2026 |
| #113 | LangAlpha | Claude Code for Financial Market | 72 | ★ 1.8k | 14 Oct 2026 |
| #114 | mex | Team memory for engineers and their AI agents. Lives in your repo. Shared through Git. | 72 | ★ 1.8k | 14 Oct 2026 |
| #115 | DEEIX-Chat | An enterprise AI workspace for model routing, multimodal chat, files, tools, billing, identity, and operations. | 72 | ★ 1.6k | 14 Oct 2026 |
| #116 | sceneview | 3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit), Web, Flutter and React Native. Opens glTF/GLB, 3MF, STL,… | 72 | ★ 1.3k | 14 Oct 2026 |
| #117 | xmcp | The TypeScript MCP framework | 72 | ★ 1.3k | 14 Oct 2026 |
| #118 | jupyter-mcp-server | 🪐 🔧 Model Context Protocol (MCP) Server for Jupyter. | 72 | ★ 1.3k | 11 Oct 2026 |
| #119 | deja-vu | Coding agent memory for Claude Code, Codex, Cursor and 38 more, built from the session history already on your disk. Local search, MCP and h… | 72 | ★ 1.2k | 14 Oct 2026 |
| #120 | Figma-Context-MCP | MCP server to provide Figma layout information to AI coding agents like Cursor | 71 | ★ 16k | 14 Oct 2026 |
| #121 | lamda | Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, p… | 71 | ★ 8.6k | 27 Sept 2026 |
| #122 | java-sdk | The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI | 71 | ★ 3.7k | 13 Oct 2026 |
| #123 | solon | 🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency… | 71 | ★ 2.8k | 1 Oct 2026 |
| #124 | jcodemunch-mcp | Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Wor… | 71 | ★ 2.8k | 14 Oct 2026 |
| #125 | docmd | Documentation compiler for humans and machines. One Markdown source to website, search, AI context, and knowledge formats together. | 71 | ★ 2.5k | 14 Oct 2026 |
| #126 | x64dbg-mcp-server | x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Conne… | 71 | ★ 2.5k | 12 Oct 2026 |
| #127 | ripwire | The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then che… | 71 | ★ 2.4k | 14 Oct 2026 |
| #128 | inspector | Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps. | 71 | ★ 2.3k | 14 Oct 2026 |
| #129 | edgeever | Open-source, AI-native knowledge base & Evernote alternative with native MCP. Zero-cost on Cloudflare or Docker. | 71 | ★ 2.3k | 14 Oct 2026 |
| #130 | llm-wiki-compiler | The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern. | 71 | ★ 2.2k | 14 Oct 2026 |
| #131 | hotpath-rs | Rust profiler for CPU, memory, SQL, HTTP, and async performance, with Prometheus and Grafana support. | 71 | ★ 1.9k | 11 Oct 2026 |
| #132 | telegram-mcp | Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and setting… | 71 | ★ 1.8k | 13 Oct 2026 |
| #133 | iwe | Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents | 71 | ★ 1.8k | 14 Oct 2026 |
| #134 | iMCP | A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more | 71 | ★ 1.7k | 14 Oct 2026 |
| #135 | openchoreo | OpenChoreo is an internal developer platform for Kubernetes | 71 | ★ 1.6k | 14 Oct 2026 |
| #136 | mcp-windbg | Model Context Protocol for WinDbg. | 71 | ★ 1.6k | 10 Oct 2026 |
| #137 | data-api-builder | Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores. | 71 | ★ 1.5k | 14 Oct 2026 |
| #138 | tools | A set of tools that gives agents powerful capabilities. | 71 | ★ 1.3k | 13 Oct 2026 |
| #139 | mcp-searxng | Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client | 71 | ★ 1.3k | 13 Oct 2026 |
| #140 | openharness | The ultimate harness for coding agents and beyond. All your agents. All your machines. One command center. Start with code, then follow your… | 71 | ★ 1.3k | 14 Oct 2026 |
| #141 | obot | Complete AI Governance Platform from Obot AI | 71 | ★ 1.1k | 14 Oct 2026 |
| #142 | webiny-js | Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, Gr… | 70 | ★ 8k | 14 Oct 2026 |
| #143 | PPTAgent | An Agentic Framework for Reflective PowerPoint Generation | 70 | ★ 5.1k | 12 Oct 2026 |
| #144 | flint-chart | 🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart s… | 70 | ★ 4.4k | 14 Oct 2026 |
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