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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

#general10067#data-ai3926#development1174#finance870#productivity809#devops-infra805#python552#gcp371
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Showing 24 of 3926 MCP tools

stdiodocker
36 stars

specfusion

在 Claude Code / Cursor / Gemini CLI 里直接搜 18 个中国开放平台 API 文档 | Search 18 Chinese platform API docs (WeChat, Feishu, DingTalk, Taobao, etc.) directly in your AI coding tool. 56,700+ docs, zero config.

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

aidex-mcp

MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.

Install Ready
unknownSynced 3mo ago
75 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
36 stars

Pyclaudir

pyclaudir is a AI agent harness framework for running your own persistent AI companion on Telegram — one you fully own, control, can extend, one that learns from you.

Verified
agent-topic:ai-agentSynced 3mo ago
7 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
36 stars

SkillCheck Free

Validate Claude Code skills against the agentskills specification (Free tier)

Verified
github-topic:mcpSynced 2mo ago
15 tools
Active/1mo ago/High signal
data-aidata-ai
stdionpx
36 stars

agentlint-ai

The linter for your agent harness. Works with Claude Code, Codex, and Cursor.

Verified
agent-topic:ai-agentSynced 3mo ago
61 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
35 stars

wondersuite

AI-Powered Offensive Security Research Engine - desktop-native security testing platform with native MCP integration. 90 tools, MITM proxy, stealth browser, autonomous AI agent. Built on Tauri + Rust + React.

Verified
github-topic:model-context-protocolSynced 3mo ago
25 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
35 stars

D365fo Client

A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.

Install Ready
unknownSynced 3mo ago
14 tools
Active/3mo ago/High signal
data-aidata-aipython
stdionpm
35 stars

mcp-langchain-ts-client

LangChain.js client for Model Context Protocol.

VerifiedInstall Ready
list:awesome-mcp-servers-habitoaiSynced 3mo ago
Stale/7mo ago/Medium signal
data-aidata-ai
stdiosrc
35 stars

Awesome Claude Connectors

A comprehensive directory of every connector in Anthropic's official Claude Connectors Directory — 280 verified MCP integrations, organized by category with descriptions and use cases.

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

uxskill

Design intelligence engine for AI coding tools (Claude Code, Cursor, Windsurf). Deterministic anti-AI-slop linter with 152 rules, 160 brand specs, a 7-axis synthesizer, an MCP server (18 tools), 25 commands, 17 IDEs. Offline, never calls an LLM. MIT.

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

Harness

Rust AI agent orchestration platform with App Server, rules, skills, GC, and observability.

Verified
agent-topic:ai-agentSynced 3mo ago
23 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
35 stars

SPEAR

Distributed Cloud-Edge Collaborative AI Agent Platform

Verified
github-topic:mcpSynced 3mo ago
Active/4mo ago/High signal
data-aidata-ai
stdionpx
35 stars

@cometchat/skills

Add CometChat chat to any React, Next.js, React Native, Angular, Android, iOS, or Flutter project through your AI coding agent. Works with Claude Code, Cursor, Codex, VS Code Copilot, Windsurf, Cline, Kiro, and 50+ more agents.

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
35 stars

zenku

AI-first No-Code engine for building production-ready data apps via conversation. Features Multi-Agent architecture, dynamic UI rendering, and built-in Undo/Time-Machine. Supports SQLite, Postgres, and MSSQL.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
Active/4mo ago/High signal
data-aidata-aipostgresql
stdiosrc
35 stars

Phantom

AI audio engineering system: MCP server + Claude Code skills for professional automated mixing and mastering

Verified
github-topic:mcpSynced 1w ago
104 tools
Active/1w ago/High signal
data-aidata-ai
stdionpx
34 stars

@pinkpixel/mindbridge

MindBridge is an AI orchestration MCP server that lets any app talk to any LLM — OpenAI, Anthropic, DeepSeek, Ollama, and more — through a single unified API. Route queries, compare models, get second opinions, and build smarter multi-LLM workflows.

VerifiedInstall Ready
smitherySynced 3mo ago
2 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
34 stars

skiller

AI agent skills manager for Claude Code, Cursor, Codex and more — install, sync, and manage skills from one desktop app.

VerifiedInstall Ready
agent-topic:ai-agentSynced 4mo ago
1 tools
Active/4mo ago/High signal
data-aidata-ai
stdiodocker
34 stars

Agent Fleet O

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.

unknownSynced 3mo ago
34 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
34 stars

CodexClaw

Telegram bot for Claude Code and Codex CLI with MCP routing, multi-agent orchestration, cron jobs, and access controls.

VerifiedInstall Ready
github-topic:mcp-serverSynced 1w ago
2 tools
Active/3w ago/High signal
data-aidata-ai
stdionpm
34 stars

session-orchestrator

Turn ad-hoc Claude Code / Codex / Cursor sessions into a repeatable loop — research → plan → wave-execute → close. Parallel sub-agents, inter-wave quality gates, dual GitHub+GitLab integration, F2 Memory + Persona-Panel + gsd-Pattern Adoption. 37 skills · 18 commands · 13 agents · 7360 tests.

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

Praktor

Multi-agent Claude Code orchestrator with Telegram I/O, Docker isolation, swarm patterns, and Mission Control UI

Verified
github-topic:mcpSynced 3mo ago
Active/3mo ago/High signal
data-aidata-aidocker
stdiopip
33 stars

Cloud Finops Skills

Open-source, FOCUS-aligned FinOps knowledge skill and mcp for AI coding assistants. 28 reference files spanning cloud cost (AWS/Azure/GCP/OCI), AI inference economics, Kubernetes, data platforms, allocation, chargeback, anomaly management, waste detection, GreenOps. Installs into 11 AI tools. Refreshed bi-monthly. Built by OptimNow.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-aikubernetes
stdionpx
33 stars

Mcpmcp Server

Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.

Install Ready
unknownSynced 3mo ago
Active/4mo ago/High signal
data-aidata-ai
stdionpx
33 stars

mcp-probe-kit

Spec-driven dev workflow MCP for Cursor & AI agents — start_feature/bugfix orchestration, auto Skill+AGENTS bootstrap, memory, GitNexus. npx -y mcp-probe-kit@latest

VerifiedInstall Ready
smitherySynced 3mo ago
12 tools
Active/3mo ago/High signal
data-aidata-ai
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