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 |
|---|---|---|---|---|---|
| #385 | mcp | Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart… | 62 | ★ 429 | 14 Oct 2026 |
| #386 | mcp-local-rag | Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero set… | 62 | ★ 415 | 14 Oct 2026 |
| #387 | aseprite-ai-artist | Your coding agent paints pixel art in the Aseprite window you already have open. MCP server + skills for Claude Code, omp, Codex, Gemini CLI… | 62 | ★ 324 | 13 Oct 2026 |
| #388 | Frappe_Assistant_Core | Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functional… | 62 | ★ 322 | 14 Oct 2026 |
| #389 | agentao | Local-first, governed AI agent runtime for Python — embed it in your app, or run it as a CLI or ACP server. Permissions, MCP, memory and aud… | 62 | ★ 309 | 14 Oct 2026 |
| #390 | TIA_Portal_Openness_MCP | Drive Siemens TIA Portal V20/V21 (STEP 7, WinCC Unified) from any MCP client — create projects, generate PLC & HMI, compile & diagnose. Preb… | 62 | ★ 306 | 14 Oct 2026 |
| #391 | chmonitor | Open-source operational advisor for ClickHouse — real-time monitoring plus AI-driven index/partition/materialized-view recommendations. | 62 | ★ 302 | 14 Oct 2026 |
| #392 | squirrelscan | The website QA tool for your coding agent. 300+ audit rules across SEO, performance, security, accessibility and agent experience. | 62 | ★ 274 | 14 Oct 2026 |
| #393 | uteke | 🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust… | 62 | ★ 272 | 14 Oct 2026 |
| #394 | PerformanceStudio | Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extens… | 62 | ★ 245 | 14 Oct 2026 |
| #395 | omega-memory | Persistent memory for AI coding agents | 62 | ★ 224 | 9 Oct 2026 |
| #396 | safari-mcp | Native Safari browser automation for AI agents. 98 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in… | 62 | ★ 217 | 14 Oct 2026 |
| #397 | parse-dmarc | DMARC aggregate report parser with a built-in dashboard. One Go binary, IMAP in, SQLite, Prometheus metrics, MCP server. Apache-2.0. | 62 | ★ 213 | 14 Oct 2026 |
| #398 | openfang | Open-source Agent Operating System | 61 | ★ 18k | 2 Jul 2026 |
| #399 | py-xiaozhi | Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction. | 61 | ★ 3.5k | 11 Sept 2026 |
| #400 | fusio | Self-Hosted API Management for Builders | 61 | ★ 2.1k | 7 Oct 2026 |
| #401 | nocturne_memory | A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with … | 61 | ★ 1.4k | 22 Sept 2026 |
| #402 | openloomi | OpenLoomi is an open-source AI coworker. It connects your work tools, understands what you’re working on, and tells you what needs your atte… | 61 | ★ 1k | 24 Sept 2026 |
| #403 | vestige | Think before doing, prove before saving. Vestige is a local, deterministic safety kernel for AI agents. Every memory write and agent action … | 61 | ★ 650 | 11 Oct 2026 |
| #404 | solon-ai | Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It ca… | 61 | ★ 463 | 1 Oct 2026 |
| #405 | minthcm | Open-source HCM system for managing HR processes with AI agents. Full data ownership, MCP/A2A-native, no vendor lock-in. | 61 | ★ 440 | 8 Oct 2026 |
| #406 | nextcloud-mcp-server | Nextcloud MCP Server | 61 | ★ 384 | 14 Oct 2026 |
| #407 | OpenLore | Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path. | 61 | ★ 320 | 14 Oct 2026 |
| #408 | DashClaw | Remote approvals, policy checks, and execution evidence for unattended AI agents. | 61 | ★ 312 | 14 Oct 2026 |
| #409 | knowledge-rag | Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero exter… | 61 | ★ 296 | 14 Oct 2026 |
| #410 | Godot-MCP | Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with cloud connection to ai-… | 61 | ★ 287 | 13 Oct 2026 |
| #411 | geo-score | Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via Open… | 61 | ★ 266 | 14 Oct 2026 |
| #412 | qveris-agent-toolkit | Bring professional data and tools to the AI you already use: open-source MCP, CLI, SDKs, skills, and docs to find services, call them, and a… | 61 | ★ 262 | 12 Oct 2026 |
| #413 | Geargrafx | PC Engine / TurboGrafx-16 / SuperGrafx / CD-ROM² / LD-ROM² emulator and debugger with embedded MCP server for macOS, Windows, Linux, BSD and… | 61 | ★ 244 | 14 Oct 2026 |
| #414 | netbox-mcp-server | Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs | 61 | ★ 243 | 14 Oct 2026 |
| #415 | superlocalmemory | Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253 | 61 | ★ 234 | 14 Oct 2026 |
| #416 | gograph | Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, imp… | 61 | ★ 229 | 10 Oct 2026 |
| #417 | google-drive-mcp | A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claud… | 61 | ★ 226 | 10 Oct 2026 |
| #418 | WeftCut | Free, open-source AI video editor for macOS, Windows and Linux — drive the whole timeline from any MCP client. | 61 | ★ 221 | 14 Oct 2026 |
| #419 | node9-proxy | Access control for AI agents. Set what Claude Code, Codex, Gemini, Cursor and any MCP server are allowed to do, review risky actions before … | 61 | ★ 220 | 14 Oct 2026 |
| #420 | homelab-monitor | Plug-and-play homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, host health. Built-in read-only MCP server so AI age… | 61 | ★ 219 | 14 Oct 2026 |
| #421 | olcli | Overleaf CLI - pull, push, sync, compile LaTeX projects from your terminal. Git remote helper, MCP server for AI agents, and TypeScript libr… | 61 | ★ 208 | 9 Oct 2026 |
| #422 | ai-engineering-hub | In-depth tutorials on LLMs, RAGs and real-world AI agent applications. | 60 | ★ 38k | 12 Oct 2026 |
| #423 | pg-aiguide | MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code. | 60 | ★ 1.9k | 14 Oct 2026 |
| #424 | matlab-mcp-server | Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of c… | 60 | ★ 1.7k | 25 Sept 2026 |
| #425 | opentabs | Browser automation clicks buttons. OpenTabs calls APIs. | 60 | ★ 984 | 3 Oct 2026 |
| #426 | OpenRath | An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows. | 60 | ★ 963 | 28 Sept 2026 |
| #427 | iai-personal-memory-engine | A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works… | 60 | ★ 908 | 14 Oct 2026 |
| #428 | formae | Open-source Infrastructure As Code that starts from what already runs. formae discovers your estate, versions drift and hands back current c… | 60 | ★ 775 | 8 Oct 2026 |
| #429 | enferno | Lean Flask framework built for coding agents: Vue 3 + Vuetify with no build step, production-ready auth (2FA, passkeys, OAuth), AGENTS.md, a… | 60 | ★ 568 | 14 Oct 2026 |
| #430 | envkit-releases | EnvKit — free local development environment for Windows & macOS: nginx/Apache, multiple PHP versions, MySQL/MariaDB, PostgreSQL, Redis, Mong… | 60 | ★ 551 | 14 Oct 2026 |
| #431 | 0 | The multiplayer AI offensive security OS - open, self-improving, extensible. Find, verify, and fix vulnerabilities. | 60 | ★ 512 | 14 Oct 2026 |
| #432 | pullmd | Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. PWA + REST + MCP + Cl… | 60 | ★ 487 | 14 Oct 2026 |
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