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 |
|---|---|---|---|---|---|
| #769 | interactive-brokers-mcp | Interactive Brokers MCP Server | 41 | ★ 222 | 21 Jul 2026 |
| #770 | valuecell | ValueCell is a community-driven, multi-agent platform for financial applications. | 40 | ★ 11k | 9 Mar 2026 |
| #771 | deep-research | Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server. | 40 | ★ 4.7k | 18 Jun 2026 |
| #772 | chatmcp | ChatMCP is an AI chat client implementing the Model Context Protocol (MCP). | 40 | ★ 2.2k | 7 Sept 2026 |
| #773 | Qu1cksc0pe | All-in-One malware analysis tool. | 40 | ★ 2.1k | 18 Sept 2026 |
| #774 | open-trading-api | Korea Investment & Securities Open API Github | 40 | ★ 1.6k | 14 Oct 2026 |
| #775 | fim-one | Open-source agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM. | 40 | ★ 1.6k | 10 Oct 2026 |
| #776 | mcp-server-qdrant | An official Qdrant Model Context Protocol (MCP) server implementation | 40 | ★ 1.5k | 4 Sept 2026 |
| #777 | better-chatbot | Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation. | 40 | ★ 1.2k | 19 Aug 2026 |
| #778 | ScienceClaw | Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions. | 40 | ★ 981 | 8 Oct 2026 |
| #779 | OpenDerisk | AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-d… | 40 | ★ 972 | 17 Sept 2026 |
| #780 | idea-reality-mcp | Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars. | 40 | ★ 825 | 18 Sept 2026 |
| #781 | vibe-check-mcp-server | Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for c… | 40 | ★ 501 | 29 Sept 2026 |
| #782 | notebooklm-skill | NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Serve… | 40 | ★ 470 | 18 Jul 2026 |
| #783 | kindly-web-search-mcp-server | Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini,… | 40 | ★ 399 | 10 Oct 2026 |
| #784 | facebook-ads-library-mcp | MCP Server for Facebook ADs Library - Get instant answers from FB's ad library | 40 | ★ 313 | 12 Aug 2026 |
| #785 | YourMemory | Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo. | 40 | ★ 270 | 19 Sept 2026 |
| #786 | agent-audit | Static security scanner for LLM agents — prompt injection, MCP config auditing, taint analysis. 51 rules mapped to OWASP Agentic Top 10 (202… | 40 | ★ 238 | 13 Sept 2026 |
| #787 | mcp-victoriametrics | The implementation of Model Context Protocol (MCP) server for VictoriaMetrics | 40 | ★ 238 | 11 Oct 2026 |
| #788 | aci | ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function ca… | 39 | ★ 4.9k | 28 May 2026 |
| #789 | ShipSwift | AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access. | 39 | ★ 3.2k | 9 Aug 2026 |
| #790 | metamcp | MCP Aggregator, Orchestrator, Middleware, Gateway in one docker | 39 | ★ 2.7k | 22 Jun 2026 |
| #791 | esp32_nat_router | An AI-enabled NAT Router/Firewall for the ESP32 | 39 | ★ 2.2k | 9 Oct 2026 |
| #792 | slack-mcp-server | The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic. | 39 | ★ 1.9k | 16 Jul 2026 |
| #793 | phantom | An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on … | 39 | ★ 1.5k | 16 Jun 2026 |
| #794 | mcp-neo4j | Neo4j Labs Model Context Protocol servers | 39 | ★ 988 | 9 Sept 2026 |
| #795 | open-agent-connector | Open-source, self-hosted alternative to Composio, Nango, Merge.dev, and Arcade.dev for AI agent integrations. Run GitHub, Slack, Hacker News… | 39 | ★ 838 | 14 Oct 2026 |
| #796 | numasec | The AI Agent for Cyber Security. | 39 | ★ 810 | 8 May 2026 |
| #797 | zerobox | Lightweight, cross-platform process sandboxing powered by OpenAI Codex's runtime. Sandbox any command with file, network, and credential con… | 39 | ★ 721 | 17 May 2026 |
| #798 | python-utcp | Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware. | 39 | ★ 653 | 16 Sept 2026 |
| #799 | FantasyPremierLeague | Fantasy Premier League Kotlin/Compose Multiplatform sample | 39 | ★ 604 | 13 Oct 2026 |
| #800 | copilot-mcp | A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI. | 39 | ★ 505 | 15 Jun 2026 |
| #801 | monarch-mcp-server | MCP Server for use with Monarch Money | 39 | ★ 419 | 13 Oct 2026 |
| #802 | Orkas-VideoStudio | Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces the file. | 39 | ★ 330 | 13 Oct 2026 |
| #803 | markmap-mcp-server | An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG). | 39 | ★ 290 | 4 Aug 2026 |
| #804 | external-application-button | Communicate with external applications of your OS through a toolbar button or context menu item. | 39 | ★ 250 | 29 Jul 2026 |
| #805 | ArcRift | Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser chats… | 39 | ★ 246 | 7 Jul 2026 |
| #806 | UnrealMotionGraphicsMCP | 🚀 UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to maximize AI efficiency within limited context windows by priori… | 39 | ★ 215 | 2 Aug 2026 |
| #807 | fastapi_mcp | Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! | 38 | ★ 12k | 24 Nov 2025 |
| #808 | mcp-agent | Build effective agents using Model Context Protocol and simple workflow patterns | 38 | ★ 8.6k | 25 Jan 2026 |
| #809 | arkon | Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills… | 38 | ★ 1.5k | 3 Jun 2026 |
| #810 | mailcheap | The affordable newsletter for the agentic era. Open source: self-host it, or use mailcheap.ai. | 38 | ★ 930 | 14 Oct 2026 |
| #811 | MCP | Official Jina AI Remote MCP Server | 38 | ★ 883 | 18 Sept 2026 |
| #812 | specification.website | Website specification — HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT. | 38 | ★ 877 | 14 Oct 2026 |
| #813 | agent-skills-hub | Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync | 38 | ★ 448 | 14 Oct 2026 |
| #814 | computer-use-mcp | 💻 Give AI models complete control of your computer (probably a bad idea) | 38 | ★ 384 | 14 Oct 2026 |
| #815 | mcp-text-editor | A token-efficient MCP server for safe, line-oriented text file editing with partial reads, hash-based conflict detection, and atomic multi-f… | 38 | ★ 202 | 12 Sept 2026 |
| #816 | superglue | superglue (YC W25) builds integrations and tools from natural language. Get production-grade tools for long tail and enterprise systems. | 37 | ★ 2.1k | 19 Aug 2026 |
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