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 |
|---|---|---|---|---|---|
| #289 | tradememory-protocol | Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchorin… | 65 | ★ 1.4k | 9 Oct 2026 |
| #290 | claude-video-vision | Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis | 65 | ★ 1.4k | 14 Oct 2026 |
| #291 | reverse-api-engineer | The agent that turns websites into APIs! | 65 | ★ 1.4k | 23 Sept 2026 |
| #292 | monitor | Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis | 65 | ★ 1.3k | 14 Oct 2026 |
| #293 | iot-dc3 | IoT DC3 — Connect the Physical World to AI. An open-source Industrial IoT Runtime for Physical AI: 36 protocol drivers, edge-to-cloud data d… | 65 | ★ 1.3k | 14 Oct 2026 |
| #294 | hyper-mcp | 📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins. | 65 | ★ 883 | 13 Oct 2026 |
| #295 | attestix | AI agent identity, signed credentials, delegated authority and portable governance evidence. Python core and offline verifier SDKs. | 65 | ★ 874 | 12 Oct 2026 |
| #296 | flux-operator | GitOps on Autopilot Mode | 65 | ★ 773 | 14 Oct 2026 |
| #297 | GhidrAssistMCP | An native MCP server extension for Ghidra | 65 | ★ 772 | 9 Oct 2026 |
| #298 | figma-mcp-bridge | Figma Plugin & MCP server to bypass API limits | 65 | ★ 750 | 11 Oct 2026 |
| #299 | FLUJO | Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React | 65 | ★ 660 | 14 Oct 2026 |
| #300 | pi-llm-wiki | Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an interlinked wiki that compounds. Native Open Knowledg… | 65 | ★ 611 | 14 Oct 2026 |
| #301 | coolify-mcp | MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants | 65 | ★ 611 | 14 Oct 2026 |
| #302 | Nomi | Open-source AI video workbench. Bring any model or your local ComfyUI, and let Claude Code / Codex / Cursor direct it over MCP — storyboard,… | 65 | ★ 571 | 14 Oct 2026 |
| #303 | octocode | Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, C… | 65 | ★ 511 | 14 Oct 2026 |
| #304 | ue-mcp | Complete Unreal Engine development toolkit exposed as MCP tools. | 65 | ★ 424 | 14 Oct 2026 |
| #305 | bagel | Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only… | 65 | ★ 400 | 14 Oct 2026 |
| #306 | premiere-pro-mcp | Adobe Premiere Pro MCP — independent, local-first server for supported workflows. Connect Claude, Codex, or Cursor through a local CEP bridg… | 65 | ★ 379 | 14 Oct 2026 |
| #307 | plane-mcp-server | Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥 | 65 | ★ 340 | 8 Oct 2026 |
| #308 | ruoyi-ai | Enterprise-grade AI agent framework with multi-provider LLM management, secure knowledge bases and high-precision RAG, visual workflow orche… | 64 | ★ 5.8k | 12 Oct 2026 |
| #309 | ros-mcp-server | Connect AI models like Claude & GPT with robots using MCP and ROS. | 64 | ★ 1.5k | 14 Oct 2026 |
| #310 | weave | Entity-level git merge driver. Resolves false conflicts git invents when independent agents edit the same file. ~95% reduction vs. line-base… | 64 | ★ 1.3k | 10 Oct 2026 |
| #311 | coding-tools-mcp | Give any AI agent the ability to code | 64 | ★ 1.2k | 6 Oct 2026 |
| #312 | fauxnix | Run Linux-style commands on Windows via deterministic bash→PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Clau… | 64 | ★ 970 | 13 Oct 2026 |
| #313 | Konnect | AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 217 schematic, layout, routing, placement, design-r… | 64 | ★ 969 | 12 Oct 2026 |
| #314 | toolkit | Agentic tooling for Sentry | 64 | ★ 928 | 14 Oct 2026 |
| #315 | openflowkit | Free, open-source diagram canvas. Draw it, write it as code (Mermaid, D2, Structurizr in), ask any AI model or a local one, let Claude Code … | 64 | ★ 868 | 14 Oct 2026 |
| #316 | donsetch | Web fetch, search, and crawl for AI agents. Built from scratch in Rust. No keys, no accounts. AGPL v3. | 64 | ★ 822 | 14 Oct 2026 |
| #317 | prism-insight | AI-based stock analysis and trading system | 64 | ★ 776 | 14 Oct 2026 |
| #318 | ironcurtain | A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev) | 64 | ★ 613 | 14 Oct 2026 |
| #319 | emilia-protocol | Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open … | 64 | ★ 611 | 13 Oct 2026 |
| #320 | claw-orchestrator | Run Claude Code, Codex, Antigravity, Grok Build and OpenCode behind one runtime, and a run only counts as done when checks it didn't write p… | 64 | ★ 592 | 11 Oct 2026 |
| #321 | touchdesigner-mcp | MCP server for TouchDesigner | 64 | ★ 581 | 12 Oct 2026 |
| #322 | Paxeer-X-Network | Paxeer X is a Distributed HyperState Machine for payments, code execution and intent routing. Designed for Machines and the Users operating … | 64 | ★ 571 | 14 Oct 2026 |
| #323 | Sponsio | Deterministic safety solutions for probabilistic AI agents | 64 | ★ 454 | 14 Oct 2026 |
| #324 | clawdcursor | Local MCP server that gives any AI agent safe desktop control on Windows, macOS and Linux. Reads the screen as text and structure (accessibi… | 64 | ★ 405 | 14 Oct 2026 |
| #325 | Gearsystem | Sega Master System / Game Gear / SG-1000 emulator and debugger with embedded MCP server for macOS, Windows, Linux, BSD and RetroArch. | 64 | ★ 395 | 14 Oct 2026 |
| #326 | blockrun-mcp | Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments. | 64 | ★ 392 | 12 Oct 2026 |
| #327 | mcpproxy-go | Supercharge AI Agents, Safely | 64 | ★ 390 | 14 Oct 2026 |
| #328 | EDDI | Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, … | 64 | ★ 384 | 14 Oct 2026 |
| #329 | kitaru | Agent traces you can run, not just read. | 64 | ★ 308 | 14 Oct 2026 |
| #330 | homebutler | 🏠 Tells you what changed on your server — only what's worth telling. Single Go binary, no database, nothing running on the machines it watc… | 64 | ★ 303 | 12 Oct 2026 |
| #331 | agentenv-framework | Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifac… | 64 | ★ 297 | 14 Oct 2026 |
| #332 | gflow-cli | Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding ag… | 64 | ★ 290 | 14 Oct 2026 |
| #333 | gram | Securely scale AI usage across your organization. A single stack to Connect, Secure, Observe and Distribute agents, MCPs, and Skills within … | 64 | ★ 273 | 14 Oct 2026 |
| #334 | toolport | Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secr… | 64 | ★ 228 | 14 Oct 2026 |
| #335 | memU | Personal memory across agents | 63 | ★ 15k | 13 Oct 2026 |
| #336 | fli | Google Flights MCP, CLI and Python Library | 63 | ★ 3.2k | 20 Sept 2026 |
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