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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

stdiosrc
826 stars

Ainativelang

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, validation and control, and lower dependence on long prompt loops. AINL is a compact, graph-canonical, AI-native programming system for (READ: README)

Verified
github-topic:model-context-protocolSynced 2mo ago
19 tools
Active/3mo ago/High signal
data-aidata-ai
stdiopip
826 stars

Mcp Client For Ollama

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

VerifiedInstall Ready
github-topic:mcpSynced 1w ago
19 tools
Active/Today/High signal
data-aidata-ai
stdiodocker
815 stars

Heurist Agent Framework

A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.

unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
790 stars

Llm Server Docs

End-to-end documentation to set up your own local & fully private LLM server on Debian. Equipped with chat, web search, RAG, model management, MCP servers, image generation, and TTS.

Install Ready
unknownSynced 3mo ago
2 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
783 stars

second-brain

One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on Cloudflare's free tier.

Verified
github-topic:model-context-protocolSynced 2mo ago
29 tools
Active/2d ago/High signal
data-aidata-ai
stdionpm
770 stars

claude-agent-teams-ui

You're the CTO, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode(75+ LLM providers). Build your AI company.

VerifiedInstall Ready
github-topic:mcpSynced 4mo ago
4 tools
Active/4mo ago/High signal
data-aidata-ai
stdionpx
755 stars

@storybloq/storybloq

Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sessions and follow progress in the Mac app.

VerifiedInstall Ready
github-topic:mcpSynced 1w ago
8 tools
Active/2d ago/High signal
data-aidata-ai
stdiodocker
742 stars

Cuga Agent

CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.

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

Matlab Mcp Core Server

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.

VerifiedReviewed
github-seeds:mcp-hotSynced 4mo ago
6 tools
Active/4mo ago/High signal
data-aidata-ai
stdiosrc
737 stars

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.

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

Pipelock

Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF, and prompt injection, and emits mediator-signed action receipts: verifiable audit evidence from outside the agent.

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

Mcp Google Ads

An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf.

Verified
mcpSynced 1w ago
1 tools
Active/1d ago/High signal
data-aidata-aigcp
stdiosrc
678 stars

NanoCoder

Minimal AI coding agent (~1,400 LoC Python) inspired by Claude Code. Works with any LLM. Think NanoGPT for coding agents. Formerly NanoCoder.

unknownSynced 4mo ago
8 tools
Active/4mo ago/High signal
data-aidata-aipython
stdionpm
677 stars

mindos-dev

MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transparent, controllable, and evolving symbiotically.

Verified
github-topic:mcpSynced 2mo ago
15 tools
Active/3d ago/High signal
data-aidata-ai
stdiosrc
674 stars

Claude Skill Social Post

A Claude Code skill by Hao (駱君昊) that learns your Facebook voice and auto-posts to FB / IG / Threads / X with a 14-day content calendar. Mega-viral validated: 72K reach / 358 likes / 443 comments / +700 community members on first post. Includes Day 2 flop postmortem.

Verified
agent-topic:ai-agentSynced 2mo ago
7 tools
Active/6d ago/High signal
data-aidata-ai
stdionpx
664 stars

claude-talk-to-figma-mcp

A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (Claude Code, Cursor, Antigravity, etc.) to read, analyze, and modify Figma designs

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 1w ago
Active/1d ago/High signal
data-aidata-ai
stdiosrc
653 stars

Clawcodex

Token efficient Claude Code full Python rebuild. AI Coding Agent in 230K LoC pure Python. Up to 200X Cost Saving!

Verified
agent-topic:ai-agentSynced 3mo ago
18 tools
Active/3mo ago/High signal
data-aidata-aipython
stdiosrc
643 stars

Gpt Home

ChatGPT at home! A better alternative to commercial smart home assistants, built on the Raspberry Pi using LiteLLM and LangGraph.

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

tesslate-studio-root

OpenSail is the open-source alternative to Codex App, Claude Desktop, Cursor, and Cowork for agentic software work.

Verified
github-topic:mcpSynced 2mo ago
5 tools
Active/2w ago/High signal
data-aidata-ai
stdiosrc
630 stars

Flow Next

Plan-first AI workflow plugin for Claude Code, OpenAI Codex, and Factory Droid. Zero-dep task tracking, worker subagents, Ralph autonomous mode, cross-model reviews.

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

Scarf

Native macOS and iOS App for the Hermes AI agent — multi-window, multi-server (local + remote over SSH). Chat, dashboard, sessions, memory, cron, MCP, and more.

Verified
agent-topic:ai-agentSynced 3mo ago
14 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
612 stars

project-golem

OS-level autonomous AI agent with long-term memory, multi-agent coordination, Titan Chronos scheduler & Moltbot Social Core

Verified
agent-topic:ai-agentSynced 4mo ago
Active/4mo ago/High signal
data-aidata-ai
stdiodocker
583 stars

@swarmclawai/swarmclaw

Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama). A practical Claude Code and LangChain alternative.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
11 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
582 stars

frontman

The AI agent that lives in your framework/browser

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
2 tools
Active/3mo ago/High signal
data-aidata-ai
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