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 |
|---|---|---|---|---|---|
| #481 | airbroke | 🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher | 59 | ★ 220 | 14 Oct 2026 |
| #482 | AgentCrew | Chat application with multi-agents system supports multi-models and MCP | 59 | ★ 218 | 8 Oct 2026 |
| #483 | mcp-shell-server | Secure MCP server for whitelisted shell command execution with stdin, argv pipelines, timeouts, and structured audit logging. | 59 | ★ 201 | 14 Oct 2026 |
| #484 | mcp-for-blender | Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation. | 58 | ★ 31k | 6 Oct 2026 |
| #485 | shadcn-ui-mcp-server | A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & Rea… | 58 | ★ 3.1k | 3 Oct 2026 |
| #486 | dory | Dory is the complete local development system for Apple Silicon: Docker, Compose, Kubernetes, virtual machines, and policy-bound agent sandb… | 58 | ★ 1.6k | 4 Oct 2026 |
| #487 | kotlin-sdk | The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains | 58 | ★ 1.5k | 14 Oct 2026 |
| #488 | openops | The batteries-included, No-Code FinOps automation platform, with the AI you trust. | 58 | ★ 1.1k | 14 Oct 2026 |
| #489 | Box | The most advanced, fully offline client-side AI suite on Android today. | 58 | ★ 914 | 30 Sept 2026 |
| #490 | memora | Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks… | 58 | ★ 740 | 28 Sept 2026 |
| #491 | MindOS | MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transparent, cont… | 58 | ★ 680 | 5 Oct 2026 |
| #492 | crawlseo | Open-source SEO monitoring. GSC + Site Crawler + Core Web Vitals in one dashboard. | 58 | ★ 635 | 6 Oct 2026 |
| #493 | comunica | 📬 A knowledge graph querying framework for JavaScript | 58 | ★ 615 | 14 Oct 2026 |
| #494 | HermesOffice | Free, open-source AI Office suite (Word, Excel, PowerPoint, PDF, Markdown) — macOS build, one-click install | 58 | ★ 610 | 28 Sept 2026 |
| #495 | seo | The only SEO skill your agent needs. 70+ SEO audit tools through a local CLI and MCP server, using your own crawl, Search Console, and GA4 d… | 58 | ★ 575 | 27 Sept 2026 |
| #496 | tunnel-client | Customer-run client for Secure MCP Tunnel: connect private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit witho… | 58 | ★ 567 | 14 Oct 2026 |
| #497 | 1c_mcp | Инструмент для создания MCP-серверов в 1С:Предприятие путем разработки расширения конфигурации. Позволяет интегрировать данные и функциональ… | 58 | ★ 539 | 14 Oct 2026 |
| #498 | firefox-devtools-mcp | Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi | 58 | ★ 490 | 14 Oct 2026 |
| #499 | mcp-teams-server | An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messa… | 58 | ★ 445 | 13 Oct 2026 |
| #500 | agent-bridge | A local bridge for bidirectional collaboration between Claude Code and Codex. 连接 Claude Code 与 Codex 的本地实时协作桥接工具。 | 58 | ★ 389 | 14 Oct 2026 |
| #501 | trading_skills | Claude powered advisor system for option traders | 58 | ★ 378 | 12 Oct 2026 |
| #502 | tfmcp | 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environ… | 58 | ★ 373 | 8 Oct 2026 |
| #503 | emisar | Let AI agents investigate and operate infrastructure through declared actions, bounded by policy and host-side checks. Approvals when requir… | 58 | ★ 337 | 13 Oct 2026 |
| #504 | qanat | An MCP server that turns filings and prices into valuation indicators, and tests each one inside its own industry. Connect it to your agent … | 58 | ★ 310 | 11 Oct 2026 |
| #505 | jacobian | Composable mathematics tools for agents | 58 | ★ 280 | 13 Oct 2026 |
| #506 | falcon-mcp | Connect AI agents to CrowdStrike Falcon for automated security analysis and threat hunting | 58 | ★ 267 | 8 Oct 2026 |
| #507 | codex-bridge | ChatGPT的MCP 桥接工具，赋予网页版ChatGPT本地读写能力，并将ChatGPT连接至本机codex、agy、dsh、opencode，作为大脑调用本机agent。Connect ChatGPT to local projects and coding agents v… | 58 | ★ 256 | 12 Oct 2026 |
| #508 | skillmd | Lint, search, and install Agent Skills (SKILL.md) — CLI + MCP server + lint engine | 58 | ★ 237 | 14 Oct 2026 |
| #509 | codex-pooler | The full featured self-hosted Codex gateway, for teams, agents and you | 58 | ★ 224 | 14 Oct 2026 |
| #510 | melrose | interactive programming of melodies, producing MIDI | 58 | ★ 213 | 14 Oct 2026 |
| #511 | ClawMem | On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search. | 58 | ★ 210 | 11 Oct 2026 |
| #512 | corsair | Connect your users to their apps | 57 | ★ 14k | 14 Oct 2026 |
| #513 | ida-pro-mcp | AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. | 57 | ★ 13k | 26 Sept 2026 |
| #514 | mcp-ui | UI over MCP. Create next-gen UI experiences with the protocol and SDK! | 57 | ★ 5.2k | 16 Sept 2026 |
| #515 | datagouv-mcp | Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French n… | 57 | ★ 1.6k | 8 Sept 2026 |
| #516 | personal-model | Build your HUMAN.md. | 57 | ★ 1.3k | 25 Sept 2026 |
| #517 | MCPJungle | One place to manage & connect to all your MCP servers | 57 | ★ 1.3k | 2 Aug 2026 |
| #518 | Claude-Skills | 385 AI skills, 77 expert agents, and 900 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, … | 57 | ★ 911 | 7 Oct 2026 |
| #519 | sandbase-harness | Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console. | 57 | ★ 639 | 12 Oct 2026 |
| #520 | seo-monster | SEOMonster: a local, user-credential-driven MCP server for SEO workflows over Google Search Console, GA4, PageSpeed Insights, and Cloudflare… | 57 | ★ 545 | 13 Oct 2026 |
| #521 | memtrace-public | Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Her… | 57 | ★ 495 | 13 Oct 2026 |
| #522 | iam-policy-autopilot | IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine… | 57 | ★ 493 | 14 Oct 2026 |
| #523 | oya-browser | The browser control plane for AI agents. One API over Oya Cloud, Browserbase, Steel, Anchor, Browser Use and your own Chrome, with persisten… | 57 | ★ 353 | 14 Oct 2026 |
| #524 | bankmcp | BankMCP™: your AI can now read your bank. Self-hosted, read-only MCP server for your own bank accounts via open banking (Enable Banking). St… | 57 | ★ 288 | 28 Sept 2026 |
| #525 | OrcaReplay | OrcaReplay — Time travel for AI agents. Record, replay, fork, and debug any agent run with any model. Built by the OrcaRouter.ai team. | 57 | ★ 284 | 1 Oct 2026 |
| #526 | kmsg | Unofficial KakaoTalk CLI and native MCP server for macOS — read, watch, and send messages via Accessibility automation. | 57 | ★ 276 | 21 Sept 2026 |
| #527 | vexor | A semantic search engine for files and code. | 57 | ★ 244 | 2 Oct 2026 |
| #528 | mcp-server-synology | 💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and s… | 57 | ★ 228 | 13 Oct 2026 |
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