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 |
|---|---|---|---|---|---|
| #913 | asset-intel-orchestration-engine | Open-source platform for multi-agent AI orchestration, real-world asset tokenization, workflow automation. Includes OAuth 2.1 MCP agent mana… | 27 | ★ 251 | 22 Sept 2026 |
| #914 | yowes | Generate realistic teacher documents (ID cards, licenses, letters) for 13 countries via MCP. | 27 | ★ 211 | 19 Sept 2026 |
| #915 | mcp-agent-langchainjs | Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant | 27 | ★ 204 | 8 Jul 2026 |
| #916 | mcptools | A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport. | 26 | ★ 1.6k | 18 Dec 2025 |
| #917 | nuxt-mcp-dev | MCP server helping models to understand your Vite/Nuxt app better. | 26 | ★ 910 | 1 Mar 2026 |
| #918 | VectorCode | A code repository indexing tool to supercharge your LLM experience. | 26 | ★ 876 | 23 Feb 2026 |
| #919 | codex-mcp-server | MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Codex's AI capabilities directly. | 26 | ★ 643 | 25 May 2026 |
| #920 | open-claude-in-chrome | Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance. | 26 | ★ 248 | 22 Sept 2026 |
| #921 | Klee | A native macOS AI chat app powered by MLX. 100% local inference on Apple Silicon, no cloud required. Built with ShipSwift. | 25 | ★ 1.8k | 20 Mar 2026 |
| #922 | fast-mcp | A Ruby Implementation of the Model Context Protocol | 25 | ★ 1.2k | 15 Dec 2025 |
| #923 | intelligent-audit-system | AuditPilot: auditable enterprise AI agents for evidence-grounded workflows, governed tools, evaluation harnesses, human review, and remediat… | 25 | ★ 1.2k | 12 Aug 2026 |
| #924 | fetcher-mcp | MCP server for fetch web page content using Playwright headless browser. | 25 | ★ 1.1k | 14 Jan 2026 |
| #925 | mcp-jetbrains | A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio | 25 | ★ 962 | 7 Jan 2026 |
| #926 | scira-mcp-chat | A minimalistic MCP client with a good feature set. | 25 | ★ 825 | 11 Dec 2025 |
| #927 | HyperChat | HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as imple… | 25 | ★ 708 | 26 Aug 2026 |
| #928 | concierge | 🚀 Universal SDK for building next-gen MCP servers | 25 | ★ 528 | 9 Jun 2026 |
| #929 | codeindex | Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development. | 25 | ★ 275 | 19 Jun 2026 |
| #930 | embedded-debugger-mcp | MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI cra… | 25 | ★ 201 | 16 Jul 2026 |
| #931 | claude-code-rust | 🚀 Rust 全量重构的 Claude Code - 性能提升 2.5x，体积减少 97% | High-performance Rust implementation of Claude Code with 2.5x faster startup and 97% smalle… | 24 | ★ 1.7k | 30 May 2026 |
| #932 | mcp-language-server | mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics. | 24 | ★ 1.6k | 1 Mar 2026 |
| #933 | MCP-Bridge | A middleware to provide an openAI compatible endpoint that can call MCP tools | 24 | ★ 925 | 8 Dec 2025 |
| #934 | WebMCP | Early WebMCP proposal / implementation - since evolved and worked on by much more capable folks that develop the web: https://github.com/web… | 24 | ★ 904 | 15 Feb 2026 |
| #935 | context-space | Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations | 24 | ★ 812 | 22 Oct 2025 |
| #936 | mcp-google-ads | An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural languag… | 24 | ★ 712 | 16 Oct 2025 |
| #937 | Cambium | Governance standard and reference toolset for LLM-maintained knowledge corpora | 24 | ★ 584 | 12 Sept 2026 |
| #938 | mcp-gateway | A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents. | 24 | ★ 396 | 22 Jan 2026 |
| #939 | generator | CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatic… | 24 | ★ 344 | 11 Mar 2026 |
| #940 | facebook-ads-library-mcp | Free, self-hosted MCP server that scrapes the public Facebook Ad Library (no API token) for competitive ad research — advertiser, copy, land… | 24 | ★ 273 | 29 Aug 2026 |
| #941 | PharosRAG | Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP ex… | 24 | ★ 243 | 19 Aug 2026 |
| #942 | minima | On-premises conversational RAG with configurable containers | 23 | ★ 1.1k | 22 Jan 2026 |
| #943 | AnyTool | "AnyTool: Universal Tool-Use Layer for AI Agents" | 23 | ★ 694 | 28 Feb 2026 |
| #944 | mcp-client-cli | A simple CLI to run LLM prompt and implement MCP client. | 23 | ★ 675 | 2 Dec 2025 |
| #945 | mcp-hub | A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring | 23 | ★ 520 | 24 Oct 2025 |
| #946 | skillz | An MCP server for loading skills (shim for non-claude clients). | 23 | ★ 404 | 30 Jan 2026 |
| #947 | moling | MoLing is a computer-use and browser-use based MCP server. It is a locally deployed, dependency-free office AI assistant. | 23 | ★ 339 | 15 Mar 2026 |
| #948 | mcp-manager | simple web ui to manage mcp (model context protocol) servers in the claude app | 23 | ★ 294 | 24 Jun 2026 |
| #949 | apple-health-mcp-server | MCP server for querying Apple Health data with natural language using DuckDB under the hood. | 23 | ★ 279 | 9 Jul 2026 |
| #950 | ai-trader | Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrat… | 22 | ★ 1.1k | 28 Mar 2026 |
| #951 | MCP-Kali-Server | MCP configuration to connect AI agent to a Linux machine. | 22 | ★ 847 | 17 Mar 2026 |
| #952 | after-effects-mcp | MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol u… | 22 | ★ 745 | 1 Apr 2026 |
| #953 | mcp-pointer | MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see. | 22 | ★ 598 | 12 Nov 2025 |
| #954 | QuantGPT | Agent-driven alpha factory — LLM autonomously designs, backtests, and submits factors to WorldQuant BRAIN | 22 | ★ 484 | 20 May 2026 |
| #955 | nexus | Govern & Secure your AI | 22 | ★ 436 | 16 Mar 2026 |
| #956 | sudocode | Lightweight agent orchestration dev tool that lives in your repo | 22 | ★ 293 | 18 Mar 2026 |
| #957 | metatrader-mcp-server | Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform | 21 | ★ 827 | 28 Mar 2026 |
| #958 | mcpcan | MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform … | 21 | ★ 728 | 3 Apr 2026 |
| #959 | Overture | Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the exe… | 21 | ★ 641 | 8 Mar 2026 |
| #960 | talk-to-girlfriend-ai | ai agent that could talk to my gf thru my mac. went viral got like 20m views | 21 | ★ 547 | 3 Feb 2026 |
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