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 |
|---|---|---|---|---|---|
| #625 | airtable-mcp-server | 🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases | 51 | ★ 456 | 14 Oct 2026 |
| #626 | code-context-engine | Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, G… | 51 | ★ 431 | 23 Aug 2026 |
| #627 | session-knowledge | Turn your Claude Code session history into a searchable local knowledge base — 13 MCP tools, pure stdlib, nothing leaves your machine | 51 | ★ 304 | 12 Oct 2026 |
| #628 | servicenow-mcp | ServiceNow MCP server: 500+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi-transport (stdio, SSE,… | 51 | ★ 267 | 23 Sept 2026 |
| #629 | whatsapp-mcp | WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messages | 51 | ★ 242 | 1 Oct 2026 |
| #630 | git-mcp-server | Clone, commit, diff, branch, merge, rebase, cherry-pick, stash, tag, and manage worktrees in local git repos via MCP. STDIO or Streamable HT… | 51 | ★ 241 | 26 Sept 2026 |
| #631 | agenticmail | Email, SMS & phone-call infrastructure for AI agents — send and receive real email and text messages, and place agent-driven outbound voice … | 51 | ★ 236 | 14 Oct 2026 |
| #632 | ijfw | IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-aud… | 51 | ★ 214 | 12 Oct 2026 |
| #633 | agents-towards-production | End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. | 50 | ★ 22k | 21 Sept 2026 |
| #634 | notfair-plugin | Open-source SEO, GEO, and marketing skills for AI agents. | 50 | ★ 3.9k | 14 Oct 2026 |
| #635 | nunu | A CLI tool for building Go applications. | 50 | ★ 2.6k | 14 Aug 2026 |
| #636 | chatgpt-cli | ChatGPT CLI is a powerful, multi-provider command-line interface for working with modern LLMs. It supports OpenAI, Azure, Perplexity, LLaMA,… | 50 | ★ 962 | 30 Sept 2026 |
| #637 | glean | A self-hosted RSS reader and personal knowledge management tool. | 50 | ★ 868 | 14 Oct 2026 |
| #638 | ai-engineer-notebooks | Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, to… | 50 | ★ 699 | 8 Oct 2026 |
| #639 | wcgw | Shell and coding agent on mcp clients | 50 | ★ 678 | 12 Sept 2026 |
| #640 | agent-opfor | Open-source adversary emulation for AI agents and MCP servers. | 50 | ★ 583 | 14 Oct 2026 |
| #641 | mcp-odoo | Odoo MCP for AI agents — gated writes, multi-instance. Hosted product: https://erpipe.com | 50 | ★ 423 | 25 Aug 2026 |
| #642 | cross-code-organizer | Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memor… | 50 | ★ 383 | 14 Oct 2026 |
| #643 | codflow | The open-source, COD-first e-commerce + delivery platform for Algeria built agentic-ready. | 50 | ★ 364 | 13 Oct 2026 |
| #644 | SpotifyScraper | Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, … | 50 | ★ 320 | 18 Sept 2026 |
| #645 | apple-mail-mcp | MCP server giving AI assistants full access to Apple Mail - read, search, compose, organize & analyze emails via natural language | 50 | ★ 228 | 14 Oct 2026 |
| #646 | agent | Taisly Agent Kit: MCP server, CLI, SDK, and agent docs for publishing videos to TikTok, Reels, Shorts, X, and Facebook. | 50 | ★ 219 | 3 Oct 2026 |
| #647 | squeez | Hook-based token compressor for 7 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI, Pi, Hermes). Up to 95% bash compr… | 50 | ★ 217 | 8 Oct 2026 |
| #648 | exa-mcp-server | Exa MCP for web search and web crawling! | 49 | ★ 5.1k | 7 Oct 2026 |
| #649 | swarmpit | Lightweight AI-friendly Docker Swarm management | 49 | ★ 3.5k | 13 Oct 2026 |
| #650 | markdownify-mcp | A Model Context Protocol server for converting almost anything to Markdown | 49 | ★ 3k | 25 Sept 2026 |
| #651 | ai | One-stop shop for building AI-powered products and businesses with Stripe. | 49 | ★ 1.9k | 14 Oct 2026 |
| #652 | agent-plugins-spec | Agent Plugins Specification v1.0.0 — A minimal standard for packaging agent extensions into distributable plugins | 49 | ★ 1.4k | 28 Sept 2026 |
| #653 | Android-MCP | MCP Server for interacting with Android Devices. | 49 | ★ 893 | 14 Oct 2026 |
| #654 | VibeUE | Unreal Engine Vibe Coding tool | 49 | ★ 760 | 7 Oct 2026 |
| #655 | android-remote-control-mcp | An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated t… | 49 | ★ 713 | 26 Aug 2026 |
| #656 | rustunnel | Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open… | 49 | ★ 660 | 3 Sept 2026 |
| #657 | open-seo-mcp-skills | Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your r… | 48 | ★ 5.4k | 13 Oct 2026 |
| #658 | unidbg | Allows you to emulate an Android native library, and an experimental iOS emulation | 48 | ★ 5.3k | 7 Oct 2026 |
| #659 | google-ads-meta-ads-mcp | Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, C… | 48 | ★ 4.8k | 12 Oct 2026 |
| #660 | PeopleInSpace | Kotlin Multiplatform sample with SwiftUI, Jetpack Compose, Compose for Wear, Compose for Desktop, and Compose for Web clients along with Kto… | 48 | ★ 3.4k | 12 Oct 2026 |
| #661 | mcp2cli | Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen | 48 | ★ 2.4k | 12 Oct 2026 |
| #662 | 12306-mcp | This is a 12306 ticket search server based on the Model Context Protocol (MCP). | 48 | ★ 2.4k | 31 Jul 2026 |
| #663 | mcp-brasil | MCP Server para 70 APIs públicas brasileiras | 48 | ★ 1.8k | 19 Sept 2026 |
| #664 | medusa | AI-first security scanner. NEW in v2026.7: Claude Code compromise detection — vet .claude/ hooks, permissions & skills before you clone — pl… | 48 | ★ 1k | 10 Aug 2026 |
| #665 | caspian-sdk | Agent communication SDK. The open-source agent communication layer for AI agents — email, WhatsApp, Slack, Discord, Telegram, SMS. Python & … | 48 | ★ 974 | 25 Aug 2026 |
| #666 | golf | Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telem… | 48 | ★ 840 | 9 Sept 2026 |
| #667 | evil-winrm-py | Execute commands interactively on remote Windows machines using the WinRM protocol (just faster) | 48 | ★ 412 | 11 Oct 2026 |
| #668 | bld | Pure java build tool for developers who don't like dealing with build tools | 48 | ★ 322 | 16 Sept 2026 |
| #669 | search-console-mcp | Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, Google Adsense and GA4, designed for… | 48 | ★ 302 | 2 Sept 2026 |
| #670 | comfy-mcp | Local MCP server for ComfyUI — run your local ComfyUI from AI agents | 48 | ★ 279 | 14 Oct 2026 |
| #671 | agentic-tools | Agent Skills for Meta Quest/Horizon OS VR Development | 48 | ★ 217 | 24 Sept 2026 |
| #672 | glif-mcp-server | Glif's hosted MCP server, plugin and skills for creating images, video and audio. Works with Claude, ChatGPT, Codex, Cursor and more. | 48 | ★ 214 | 9 Oct 2026 |
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