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42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.

#23734
tadata-org/fastapi_mcp

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

Stdio
score
34
#23735
irinabuht12-oss/marketing-skills

Claude skills for marketing: 49 free marketing skills for Claude Code and claude.ai (Google Ads, Meta Ads, SEO, AI visibility) + the Ryze Google Ads MCP / Meta Ads MCP: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp

Stdio
score
34
#23736
u14app/deep-research

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

Stdio
score
34
#23737
modelcontextprotocol/csharp-sdk

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

Stdio
score
34
#23738
open-webui/mcpo

A simple, secure MCP-to-OpenAPI proxy server

Stdio
score
34
#23739
archestra-ai/archestra

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

Stdio
score
34
#23740
httprunner/httprunner

HttpRunner 是一款开源的 API/UI 测试框架,简单易用,功能强大,具有丰富的插件化机制和高度的可扩展能力。

Stdio
score
34
#23742
geekjourneyx/md2wechat-skill

面向 AI Agent 的微信公众号创作与发布 CLI:Markdown 排版、AI 配图、预览与草稿创建;支持由浏览器 Agent 保存知乎、CSDN、头条未发布草稿。

Stdio
score
34
#23743
crbnos/carbon

Open-source manufacturing ERP, MES and QMS. Quoting, MRP, inventory, shop floor, quality and lot/serial traceability on one Postgres schema, with a REST API and MCP server. Self-host or use Carbon Cloud.

Stdio
score
34
#23744
MCPJam/inspector

Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

Stdio
score
34
#23746
ravitemer/mcphub.nvim

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

Stdio
score
34
#23747
MATLAB MCP Server

Connect AI coding agents to MATLAB. Run code, tests, and analysis via MCP.

Stdio
score
34
#23748
modelcontextprotocol/php-sdk

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

Stdio
score
34
#23749
f/mcptools

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

Stdio
score
34
#23750
isaacphi/mcp-language-server

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

Stdio
score
34
#23751
aoci-spec/aoci-code

A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.

Stdio
score
34
#23752
BlackSnufkin/LitterBox

A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.

Stdio
score
34
#23753
inkeep/agents

Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.

Stdio
score
34
#23754
Zen4-bit/Proxima

Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API

Stdio
score
34
#23755
heymrun/heym

Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

Stdio
score
34
#23756
garylab/MakeMoneyWithAI

A list of open-source AI projects you can use to generate income easily.

Stdio
score
34
#23757
whchien/ai-trader

Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.

Stdio
score
34
#23758
iosifache/annas-mcp

MCP server and CLI tool for searching and downloading documents from Anna's Archive

Stdio
score
34
#23759
openops-cloud/openops

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

Stdio
score
34
#23761
xing5/mcp-google-sheets

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

Stdio
score
34
#23763
JetBrains/mcp-jetbrains

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

Stdio
score
34
#23764
Natfii/UnrealClaude

Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in the editor.

Stdio
score
34
#23767
borghei/Claude-Skills

385 AI skills, 77 expert agents, and 900 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, research, and a LinkedIn toolkit. Installs on Claude Code, Cursor, Codex, Gemini, Copilot, and 6 other AI assistants.

Stdio
score
34
#23768
SecretiveShell/MCP-Bridge

A middleware to provide an openAI compatible endpoint that can call MCP tools

Stdio
score
34
#23769
jegly/Box

The most advanced, fully offline client-side AI suite on Android today.

Stdio
score
34
#23770
vostride/agent-qa

Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.

Stdio
score
34
#23771
Davidyz/VectorCode

A code repository indexing tool to supercharge your LLM experience.

Stdio
score
34