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 |
|---|---|---|---|---|---|
| #337 | rulego | ⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go. | 63 | ★ 1.6k | 14 Oct 2026 |
| #338 | figwright | Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Co… | 63 | ★ 1k | 14 Oct 2026 |
| #339 | alpaca-mcp-server | Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English dire… | 63 | ★ 1k | 12 Oct 2026 |
| #340 | world-intel-mcp | 139-tool MCP server for real-time global intelligence from free public APIs: markets, SEC filings, conflict, military, aircraft-cohort early… | 63 | ★ 944 | 12 Oct 2026 |
| #341 | ruby-sdk | The official Ruby SDK for the Model Context Protocol servers and clients. | 63 | ★ 928 | 14 Oct 2026 |
| #342 | ida-mcp-rs | Headless IDA Pro MCP Server | 63 | ★ 868 | 9 Oct 2026 |
| #343 | kody | 🐨 Your agents' cloud — the memory, keys, code, and automations your AI agent keeps, portable across every MCP host. | 63 | ★ 791 | 14 Oct 2026 |
| #344 | switch | Connect any AI agent to your team in Slack, Teams & Discord. Open-source and self-hostable. | 63 | ★ 768 | 14 Oct 2026 |
| #345 | purple | Free, open-source terminal SSH manager and SSH config editor in Rust for macOS and Linux that keeps ~/.ssh/config in sync with 18 cloud prov… | 63 | ★ 725 | 12 Oct 2026 |
| #346 | sonarqube-mcp-server | Official SonarQube MCP Server for code quality and security in AI agents | 63 | ★ 664 | 14 Oct 2026 |
| #347 | overmind | The platform for continuously improving AI agents. | 63 | ★ 659 | 14 Oct 2026 |
| #348 | ULogViewer | Cross-Platform, Agent-Native Universal Log Viewer. | 63 | ★ 596 | 13 Oct 2026 |
| #349 | Lexora | A self-evolved, sovereign desktop AI agent built for real-world action — beyond model wrappers and coding copilots. / 真实实践中自我演化的独立桌面 AI Agen… | 63 | ★ 588 | 14 Oct 2026 |
| #350 | token-optimizer-mcp | Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients. | 63 | ★ 547 | 14 Oct 2026 |
| #351 | anytype-mcp | An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, a… | 63 | ★ 532 | 13 Oct 2026 |
| #352 | flyto-core | AI said it finished. Flyto2 shows the proof. | 63 | ★ 484 | 13 Oct 2026 |
| #353 | ratel | Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Prog… | 63 | ★ 476 | 14 Oct 2026 |
| #354 | CharDesk | A Unicode canvas for humans and AI. Draw diagrams, interfaces, and slides as editable text. | 63 | ★ 453 | 14 Oct 2026 |
| #355 | scrumboy | Self-hosted project management • Customizable boards • Cross-project workload and flow analytics • Calendar/Agenda • Sticky-note wall • Impo… | 63 | ★ 445 | 14 Oct 2026 |
| #356 | mcp_flutter | MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snaps… | 63 | ★ 389 | 11 Oct 2026 |
| #357 | tilth | Smart code reading for humans and AI agents. Definitions, callers, dependencies and function-level diffs from tree-sitter. One binary, no in… | 63 | ★ 354 | 10 Oct 2026 |
| #358 | boot-ui | The missing developer UI for Spring Boot and Quarkus! | 63 | ★ 317 | 14 Oct 2026 |
| #359 | mikrotik-mcp | MCP server for Mikrotik | 63 | ★ 301 | 11 Oct 2026 |
| #360 | slashdocs | Give your agents the power to publish reviewable HTML documents. Self-hosted server + CLI + remote MCP; agents push, humans review with comm… | 63 | ★ 287 | 14 Oct 2026 |
| #361 | guardana | Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for … | 63 | ★ 287 | 14 Oct 2026 |
| #362 | pctx | pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for… | 63 | ★ 281 | 10 Oct 2026 |
| #363 | guaardvark | Self-hosted AI studio on your own GPU: chat with your files (RAG), screen and browser agents, coding swarms, LoRA training, an MCP server fo… | 63 | ★ 263 | 14 Oct 2026 |
| #364 | three.ws | Open-source platform for 3D AI agents. Turn text or a photo into a rigged, animated GLB avatar, give it an LLM brain, memory and a wallet, a… | 63 | ★ 237 | 13 Oct 2026 |
| #365 | remnic | Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/H… | 63 | ★ 223 | 12 Oct 2026 |
| #366 | opik-mcp | Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log sc… | 63 | ★ 222 | 8 Oct 2026 |
| #367 | tradingview-mcp | TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. St… | 62 | ★ 5.1k | 14 Oct 2026 |
| #368 | php-sdk | The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation. | 62 | ★ 1.6k | 14 Oct 2026 |
| #369 | voicemode | Natural voice conversations with Claude Code | 62 | ★ 1.4k | 6 Oct 2026 |
| #370 | LightAgent | LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent … | 62 | ★ 1.2k | 30 Sept 2026 |
| #371 | fess | Open-source, self-hosted enterprise & site search server built on OpenSearch. Crawls web / file / DB / cloud sources, 20+ languages, REST AP… | 62 | ★ 1.1k | 14 Oct 2026 |
| #372 | Dark-Moon | Open-source autonomous AI penetration testing. 50 specialist agents across web, API, cloud, Active Directory, Kubernetes, CI/CD and AI/LLM (… | 62 | ★ 1k | 1 Oct 2026 |
| #373 | Citadel | The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent routing, safety hooks, cost telemetry, and parallel ag… | 62 | ★ 924 | 14 Oct 2026 |
| #374 | projectmem | Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that al… | 62 | ★ 865 | 3 Oct 2026 |
| #375 | Wax | Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. On… | 62 | ★ 804 | 1 Oct 2026 |
| #376 | JiwuChat | JiwuChat 🍂 - A lightweight cross-platform instant messaging app with integrated AI assistants (DeepSeek/Gemini/Kimi). Features real-time me… | 62 | ★ 750 | 9 Oct 2026 |
| #377 | starwind-ui | 55 framework-portable UI components for Astro, React Vue, and Svelte. Install accessible Tailwind CSS components as source you own, backed b… | 62 | ★ 747 | 6 Oct 2026 |
| #378 | probe | AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with tree-sitter AST parsing. Powers AI coding assistant… | 62 | ★ 727 | 1 Oct 2026 |
| #379 | tsidp | A simple OIDC / OAuth Identity Provider (IdP) server for your tailnet. | 62 | ★ 680 | 14 Oct 2026 |
| #380 | dexto | Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included | 62 | ★ 652 | 12 Oct 2026 |
| #381 | freecad-ai | AI-powered assistant workbench for FreeCAD — generate 3D models from natural language | 62 | ★ 562 | 14 Oct 2026 |
| #382 | lemma-platform | Multiplayer harness that shapes around your work. Agents, apps and workflows your team shares, used from Slack, Telegram, WhatsApp, Teams, E… | 62 | ★ 558 | 14 Oct 2026 |
| #383 | blockbench-mcp-plugin | Adds MCP server to Blockbench | 62 | ★ 523 | 14 Oct 2026 |
| #384 | CoWork-OS | Local-first personal agentic OS and everything app for coding, knowledge work, web design, automations, and artifacts. | 62 | ★ 485 | 14 Oct 2026 |
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