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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10066#data-ai3927#development1174#finance870#productivity809#devops-infra805#python552#gcp371
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Popular tags

Showing 24 of 3927 MCP tools

stdionpx
143 stars

d365fo-mcp-server

🚀 Grounded AI development for Dynamics 365 Finance & Operations. Indexes 580K+ X++ symbols (standard, ISV, custom) and exposes 26 MCP tools that prove every method, field, label and form pattern against your real metadata before the AI writes code. Works with GitHub Copilot, Claude Code, Cursor & Visual Studio.

VerifiedInstall Ready
github-topic:mcpSynced 2mo ago
8 tools
Active/5d ago/High signal
data-aidata-ai
stdiopip
143 stars

Wireshark MCP

Wireshark-MCP,Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.

Install Ready
unknownSynced 3mo ago
62 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
141 stars

claude-patent-creator

USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with skills and autonomous agents.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
41 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
141 stars

Awesome Agent Evolution

A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

Verified
github-topic:mcpSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
141 stars

Mcp Taiwan Legal Db

台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent

Verified
github-topic:mcpSynced 3mo ago
11 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
141 stars

Llm

Ruby's capable AI runtime

Verified
github-topic:mcpSynced 2mo ago
Active/3d ago/Medium signal
data-aidata-ai
stdiosrc
140 stars

Iai Mcp

The best-benchmarked open-source memory system for AI coding assistants

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
34 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
139 stars

Mnem

Git for AI Agent Knowledge. A persistent, versioned memory layer for AI systems. Hybrid GraphRAG retrieval. Runs entirely offline.

Verified
github-topic:mcpSynced 3mo ago
36 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
138 stars

Glade Mcp Unity

Connect any MCP-compatible AI client (Claude Code, Cursor) to your Unity Editor. 222+ granular tools, a full Unity-aware system prompt, game design document project context, script semantic search, and skill calibration - all free and local.

Verified
github-topic:mcpSynced 4mo ago
7 tools
Active/4mo ago/High signal
data-aidata-ai
stdionpm
137 stars

loopsy

Cross-machine AI agent communication, plus a mobile app to control any terminal on your machine.

VerifiedInstall Ready
agent-discoverySynced 3mo ago
13 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
137 stars

Squeez

Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps.

Verified
github-topic:mcp-serverSynced 3mo ago
60 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
136 stars

claude-mpm

Claude Multi-Agent Project Manager — multi-channel orchestration, GitHub-first SDK mode, and plugin system for Claude

Verified
github-topic:mcpSynced 3mo ago
9 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
135 stars

kkterm

Windows-first AI-agent super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, install helpers, and a built-in AI assistant.

Verified
github-topic:mcpSynced 3mo ago
7 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
135 stars

AutoGenesis

AutoGenesis is an AI-powered automated testing framework based on Model Context Protocol (MCP), supporting multiple platforms including desktop applications (Windows/macOS) and mobile applications (iOS/Android).

VerifiedReviewed
github-seeds:mcp-newSynced 2mo ago
Active/1w ago/High signal
data-aidata-ai
stdiodocker
134 stars

Aks Mcp

A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
86 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
134 stars

engramx

The context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, Cline, Continue, Aider, Codex, Windsurf, Zed) via npm + OpenVSX + Anthropic plugin directory. 89% measured token reduction. Local SQLite, zero cloud, Apache 2.0.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
44 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
131 stars

Agentrpc

A universal RPC layer for AI agents. Connect to any function, any language, any framework, in minutes.

unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
131 stars

Claude Skills

13 Claude Code skills for video production (transcribe / translate / dub / multicam / subtitles / reframe) + WeChat publishing. Compatible with Claude Code, OpenAI Codex CLI, Cursor, Gemini.

Verified
agent-topic:ai-agentSynced 2mo ago
72 tools
Active/2d ago/High signal
data-aidata-ai
stdionpx
131 stars

clarilayer

Stop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
130 stars

Claude Code Config

Claude Code skills, architectural principles, and alternative approaches for AI-assisted development

Verified
github-topic:mcpSynced 3mo ago
24 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
130 stars

Open Claude In Chrome

Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance.

Verified
github-topic:mcp-serverSynced 3mo ago
27 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
130 stars

Semble_rs

Fast, AI-agent-native code search in Rust — hybrid BM25 + semantic, Tree-sitter AST chunking, dependency & impact analysis. Drop-in replacement for grep/cat/read/ls in Claude Code, Codex, Cursor, Aider, OpenHands.

Verified
agent-discoverySynced 3mo ago
25 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
129 stars

prompt-studio

八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。

Verified
github-topic:mcpSynced 3mo ago
4 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
129 stars

GhostDesk

Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker command.

Verified
github-seedsSynced 3mo ago
46 tools
Active/3mo ago/High signal
data-aidata-aidocker
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