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 |
|---|---|---|---|---|---|
| #673 | mcptools | Model Context Protocol For R | 48 | ★ 202 | 28 Sept 2026 |
| #674 | gateway | A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API. | 47 | ★ 13k | 25 May 2026 |
| #675 | stealth-browser-mcp | Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-acc… | 47 | ★ 2.2k | 12 Oct 2026 |
| #676 | agentset | The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more. | 47 | ★ 2.1k | 13 Oct 2026 |
| #677 | cve-mcp-server | Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, … | 47 | ★ 1.6k | 1 Oct 2026 |
| #678 | line-bot-mcp-server | MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account. | 47 | ★ 789 | 14 Oct 2026 |
| #679 | mcp-server | MCP server for interaction with Bitwarden. | 47 | ★ 278 | 13 Oct 2026 |
| #680 | mcp-engine-public | The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programm… | 47 | ★ 256 | 12 Oct 2026 |
| #681 | akshare-one-mcp | MCP server that provides access to Chinese stock market data using akshare-one | 47 | ★ 233 | 8 Oct 2026 |
| #682 | treg | OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn | 46 | ★ 5.3k | 14 Oct 2026 |
| #683 | SimpleMem | [ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal | 46 | ★ 3.8k | 24 Jul 2026 |
| #684 | AssetOpsBench | AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for In… | 46 | ★ 2.4k | 14 Oct 2026 |
| #685 | gemini-mcp-tool | MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis a… | 46 | ★ 2.3k | 21 Jul 2026 |
| #686 | Dive | Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨ | 46 | ★ 1.8k | 31 Jul 2026 |
| #687 | paperdebugger | A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing | 46 | ★ 1.5k | 3 Jul 2026 |
| #688 | eide | An embedded development environment for mcs51/stm8/avr/cortex-m/riscv on VsCode. | 46 | ★ 1.1k | 5 Aug 2026 |
| #689 | mcp-notion-server | A Model Context Protocol server for connecting Notion to MCP-compatible clients | 46 | ★ 920 | 31 Jul 2026 |
| #690 | samples | Agent samples built using the Strands Agents SDK. | 46 | ★ 909 | 14 Oct 2026 |
| #691 | reddit-mcp-buddy | Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data. | 46 | ★ 855 | 17 Aug 2026 |
| #692 | sec-edgar-mcp | A SEC EDGAR MCP (Model Context Protocol) Server | 46 | ★ 372 | 3 Oct 2026 |
| #693 | ha-mcp-for-xiaozhi | Homeassistant MCP server for 小智AI | 46 | ★ 274 | 9 Sept 2026 |
| #694 | mcp-server-apple-events | MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit | 46 | ★ 221 | 14 Oct 2026 |
| #695 | carbon | Open-source manufacturing ERP, MES and QMS. Quoting, MRP, inventory, shop floor, quality and lot/serial traceability on one Postgres schema,… | 45 | ★ 2.7k | 14 Oct 2026 |
| #696 | solana-mcp-vybe | Public Solana MCP registry metadata for Vybe Solana API | 45 | ★ 1.9k | 21 Sept 2026 |
| #697 | any-agent | A single interface to use and evaluate different agent frameworks | 45 | ★ 1.2k | 1 Oct 2026 |
| #698 | atlassian-mcp-server | Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, Chat… | 45 | ★ 1.1k | 10 Oct 2026 |
| #699 | arcade-mcp | MCP Server Framework and Tool Development library for building custom capabilities into agents. | 45 | ★ 1.1k | 14 Oct 2026 |
| #700 | agentscope-runtime | A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack ob… | 45 | ★ 876 | 4 Jun 2026 |
| #701 | aderyn | Solidity Static Analyzer that easily integrates into your editor | 45 | ★ 797 | 11 Oct 2026 |
| #702 | polymarket-mcp-server | 🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction markets with 45 tools, real-time monitoring, and enterprise-grad… | 45 | ★ 693 | 20 Sept 2026 |
| #703 | swarmclaw | Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegati… | 45 | ★ 690 | 30 Jun 2026 |
| #704 | open-harness | A code-first, composable SDK to build powerful AI agents | 45 | ★ 619 | 17 Jul 2026 |
| #705 | tda | TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server. | 45 | ★ 551 | 24 Sept 2026 |
| #706 | blitzstrike | Blitz Strike — a universal MCP security-audit toolbelt. Reconnaissance at speed. Analysis in depth. Validation before report. | 45 | ★ 508 | 12 Oct 2026 |
| #707 | beever-atlas | Your First LLM-Wiki Conversation Knowledge Base | 45 | ★ 449 | 10 Sept 2026 |
| #708 | redd-archiver | A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus… | 45 | ★ 346 | 13 Oct 2026 |
| #709 | Flare | The graph based agentic IDE | 45 | ★ 311 | 27 Sept 2026 |
| #710 | Doyunha-Gopeak | GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, in… | 45 | ★ 268 | 12 Sept 2026 |
| #711 | hexstrike-ai | HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools… | 44 | ★ 13k | 3 Aug 2026 |
| #712 | OB1 | Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no… | 44 | ★ 4.7k | 14 Oct 2026 |
| #713 | m_flow | A bio-inspired cognitive memory engine — a new paradigm for Graph RAG. | 44 | ★ 4.5k | 1 Sept 2026 |
| #714 | gini-agent | The agent that remembers and learns. | 44 | ★ 2k | 18 Jul 2026 |
| #715 | amazon-q-developer-cli | ✨ Agentic chat experience in your terminal. Build applications using natural language. | 44 | ★ 2k | 24 Aug 2026 |
| #716 | agents | Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows… | 44 | ★ 1.5k | 9 Oct 2026 |
| #717 | grafbase | [Acquired by The Guild] The Grafbase GraphQL Federation Gateway | 44 | ★ 1.2k | 1 Jul 2026 |
| #718 | northcinder | Open-source MCP server for comparing products and asking the buyer before purchase. | 44 | ★ 1.2k | 22 Aug 2026 |
| #719 | gemini-skill | gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill，支持龙虾或任何agent使用٩(๑>◡<๑)… | 44 | ★ 834 | 18 Sept 2026 |
| #720 | stash | Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, si… | 44 | ★ 769 | 14 Jun 2026 |
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