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 |
|---|---|---|---|---|---|
| #193 | phpMyFAQ | phpMyFAQ - Open Source FAQ web application for PHP 8.4+ and MySQL, PostgreSQL and other databases | 69 | ★ 620 | 14 Oct 2026 |
| #194 | devopness | Devopness: AI DevOps on your cloud. Deploy apps, infra and CI/CD. Any cloud and any stack, one MCP. Deterministic API, opinionated and fully… | 69 | ★ 570 | 14 Oct 2026 |
| #195 | mcp-atlassian | MCP server for Atlassian tools (Confluence, Jira) | 68 | ★ 6k | 19 Sept 2026 |
| #196 | redamon | Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandb… | 68 | ★ 3.1k | 14 Oct 2026 |
| #197 | slackdump | Save or export your private and public Slack messages, threads, files, and users locally without admin privileges. | 68 | ★ 2.8k | 12 Oct 2026 |
| #198 | BeeCount | Local-first bookkeeping for iOS/Android/Web · Self-hosted cloud + iCloud/WebDAV/S3 sync · AI capture · MCP | 本地优先的跨端记账 · 自建云 + iCloud/WebDAV… | 68 | ★ 2.6k | 12 Oct 2026 |
| #199 | figma-console-mcp | Your design system as an API. Connect AI to Figma for extraction, creation, and debugging. | 68 | ★ 2.5k | 2 Oct 2026 |
| #200 | trpc-agent-go | A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability. | 68 | ★ 1.9k | 14 Oct 2026 |
| #201 | pm-claude-skills | 1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new… | 68 | ★ 1.5k | 14 Oct 2026 |
| #202 | standards-sdk | The official HOL Standards SDK, implementing the standards found in https://hol.org/docs/standards | 68 | ★ 1.3k | 8 Oct 2026 |
| #203 | mcp-scanner | Scan MCP servers for potential threats & security findings. | 68 | ★ 1.1k | 14 Oct 2026 |
| #204 | geo-optimizer-skill | Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether ChatGPT, Perpl… | 68 | ★ 1.1k | 14 Oct 2026 |
| #205 | pipelock | Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF… | 68 | ★ 929 | 14 Oct 2026 |
| #206 | yokai | Simple, modular, and observable Go framework for backend applications. | 68 | ★ 840 | 13 Oct 2026 |
| #207 | memorix | Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravit… | 68 | ★ 840 | 12 Oct 2026 |
| #208 | mcp-server-excel | Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 412 operations. | 68 | ★ 818 | 14 Oct 2026 |
| #209 | laravel-restify | Laravel API for Ai Agents and humans. | 68 | ★ 683 | 13 Oct 2026 |
| #210 | trinity | Self-hosted AI Agents Platform supporting Claude Code, Codex, Gemini agents. Apache 2.0. | 68 | ★ 653 | 14 Oct 2026 |
| #211 | agent-manager | The fastest developer workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI. | 68 | ★ 594 | 14 Oct 2026 |
| #212 | UltraRAG | A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines | 67 | ★ 5.7k | 14 Oct 2026 |
| #213 | csharp-sdk | The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft. | 67 | ★ 4.6k | 14 Oct 2026 |
| #214 | cortex | Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown. | 67 | ★ 3.2k | 6 Oct 2026 |
| #215 | PanWatch | PanWatch — AI stock monitoring for A-shares, HK & US markets, powered by TradingAgents. Portfolio insights, real-time alerts & automated rep… | 67 | ★ 2.1k | 14 Oct 2026 |
| #216 | MinecraftDev | Plugin for IntelliJ IDEA that gives special support for Minecraft modding projects. | 67 | ★ 1.8k | 10 Oct 2026 |
| #217 | reticle | AI agents can generate code, but still struggle to understand what they build. Reticle brings Jev-style machine-native runtime perception to… | 67 | ★ 1.2k | 14 Oct 2026 |
| #218 | magic | Instant SECURE Full Stack Apps and AI Agents | 67 | ★ 1.2k | 14 Oct 2026 |
| #219 | stride-gpt | An AI-powered threat modeling tool that leverages OpenAI's GPT models to generate threat models for a given application based on the STRIDE … | 67 | ★ 1.1k | 13 Oct 2026 |
| #220 | wassette | Wassette: A security-oriented runtime that runs WebAssembly Components via MCP | 67 | ★ 965 | 14 Oct 2026 |
| #221 | Unreal_mcp | A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Br… | 67 | ★ 938 | 14 Oct 2026 |
| #222 | vmlx | vMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm | 67 | ★ 888 | 14 Oct 2026 |
| #223 | cartcut | Video Editor for AI agents, built on the belief that open source can beat commercial tools | 67 | ★ 813 | 14 Oct 2026 |
| #224 | yahoo-finance2 | Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill | 67 | ★ 803 | 14 Oct 2026 |
| #225 | okf-agent-memory | Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and… | 67 | ★ 792 | 12 Oct 2026 |
| #226 | anythingmcp | Open-source, self-hosted MCP gateway: turn any REST/OpenAPI, SOAP, GraphQL, OData or SQL API into MCP tools for Claude, ChatGPT & Copilot. 3… | 67 | ★ 745 | 14 Oct 2026 |
| #227 | capa | One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Cop… | 67 | ★ 724 | 14 Oct 2026 |
| #228 | Adobe_Premiere_Pro_MCP | Adobe Premiere Pro MCP. Tools for AI-driven video editing via MCP, for Codex, Claude, and other MCP clients. | 67 | ★ 691 | 13 Oct 2026 |
| #229 | biomcp | BioMCP: Biomedical Model Context Protocol | 67 | ★ 654 | 14 Oct 2026 |
| #230 | sigmap | ~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server | 67 | ★ 647 | 14 Oct 2026 |
| #231 | haiku.rag | Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling pars… | 67 | ★ 628 | 14 Oct 2026 |
| #232 | marmot | The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents. | 67 | ★ 622 | 13 Oct 2026 |
| #233 | line-harness-oss | L Harness — self-hosted LINE Official Account CRM: step messaging, broadcasts, forms and reservations, with MCP and TypeScript SDK. By Shude… | 67 | ★ 602 | 12 Oct 2026 |
| #234 | agent | A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. | 67 | ★ 517 | 14 Oct 2026 |
| #235 | hevy-mcp | Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercise… | 67 | ★ 513 | 13 Oct 2026 |
| #236 | caura | Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies… | 67 | ★ 497 | 14 Oct 2026 |
| #237 | SHAFT_ENGINE | Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting. | 67 | ★ 414 | 14 Oct 2026 |
| #238 | studio | Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar | 67 | ★ 409 | 14 Oct 2026 |
| #239 | kratos | Your ultimate Go microservices framework for the cloud-native era. | 66 | ★ 26k | 16 Sept 2026 |
| #240 | modelcontextprotocol | Specification and documentation for the Model Context Protocol | 66 | ★ 9.5k | 14 Oct 2026 |
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