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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

#general10064#data-ai3928#development1172#finance870#productivity809#devops-infra806#python551#gcp371
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Popular tags

Showing 24 of 19235 MCP tools

stdiodocker
430 stars

Deja Vu

Your agents already solved this. deja finds it — retroactive memory for twelve coding agents: search and MCP recall over the sessions they already wrote, an audit log of what they were served, secrets redacted. One zero-dep binary, fully local.

Verified
github-topic:mcp-serverSynced 1mo ago
19 tools
Active/1mo ago/High signal
generalgeneral
stdiodocker
429 stars

Mcpmark

MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.

Verified
github-topic:mcpSynced 3mo ago
6 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
428 stars

@shinkai/source

Shinkai is a two click install App that allows you to create Local AI agents in 5 minutes or less using a simple UI. Supports: MCPs, Remote and Local AI, Crypto and Payments.

VerifiedInstall Ready
list:awesome-mcp-servers-wong2Synced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiosrc
425 stars

PerformanceMonitor

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.

Verified
github-topic:model-context-protocolSynced 2mo ago
1 tools
Active/2mo ago/High signal
generalgeneralaws
stdiosrc
425 stars

okx-hub

OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.

unknownSynced 1w ago
19 tools
Active/1w ago/High signal
financefinance
stdionpm
424 stars

@butterbase/skills

Plugin for Butterbase.ai

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
1 tools
Active/3mo ago/Medium signal
generalgeneral
stdiosrc
424 stars

Late Cli

Stop degrading your model's reasoning. A minimal, zero-config AI coding agent. Enforced ephemeral subagents keep context pure. From tiny local models up to Sol, Claude and Kimi K3.

Verified
github-topic:mcpSynced 2mo ago
4 tools
Active/4d ago/High signal
generalgeneral
stdionpx
420 stars

@gannonh/memento-mcp

Memento MCP: A Knowledge Graph Memory System for LLMs

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
420 stars

Kagimcp

The Official Model Context Protocol (MCP) server for Kagi search & other tools.

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
420 stars

edgeone-pages-mcp

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiosrc
419 stars

Gk Cli

GitKraken CLI Releases and Documentation

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiodocker
416 stars

openclaw-dashboard-repo

See your agent think. Real-time observability for 14 AI agent runtimes - OpenClaw, NVIDIA NemoClaw, Claude Code, Codex & 8 more.

Verified
agent-topic:ai-agentSynced 2mo ago
11 tools
Active/3d ago/High signal
data-aidata-ai
stdiosrc
416 stars

STS2MCP

Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.

VerifiedReviewed
github-seeds:mcp-hotSynced 2mo ago
Active/2mo ago/High signal
generalgeneral
stdionpm
415 stars

apple-notes-mcp

Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.

VerifiedInstall Ready
list:awesome-mcp-servers-wong2Synced 1w ago
39 tools
Active/6d ago/High signal
generalgeneral
stdiodocker
415 stars

Entroly

Open-source context engine that catches AI hallucinations and cuts your token bill 70–95%. The only AI helper that shows its work. Claude · Cursor · Codex,GPT & Custom Providers

Verified
github-seedsSynced 3mo ago
66 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
412 stars

AIDA

Turn any LLM into an autonomous pentester. You define the scope, the agent does the work, you review the findings.

Verified
github-topic:mcpSynced 3mo ago
2 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
411 stars

Solomd

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.

Verified
github-topic:model-context-protocolSynced 2mo ago
6 tools
Active/2mo ago/High signal
productivityproductivity
stdionpx
410 stars

@ooples/token-optimizer-mcp

Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence

Install Ready
unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
databasedatabase
stdionpx
410 stars

Mcp Alchemy

A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.

Install Ready
unknownSynced 3mo ago
18 tools
Active/3mo ago/High signal
generalgeneralpostgresql
stdionpx
410 stars

Lean Lsp Mcp

Lean Theorem Prover MCP

Install Ready
unknownSynced 3mo ago
Active/3mo ago/Medium signal
generalgeneral
stdiodocker
409 stars

Lsbot

Lean & Secure Bot

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
18 tools
Active/3mo ago/Medium signal
generalgeneral
stdionpm
409 stars

monday-ai

Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.

Install Ready
unknownSynced 3mo ago
23 tools
Active/3mo ago/High signal
generalgeneral
stdiodocker
409 stars

Agentrq

AgentRQ: Human-in-loop realtime conversational task manager for AI Agents.

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

@enderfga/openclaw-claude-code

OpenClaw plugin — turn Claude Code CLI into a programmable, headless coding engine with plenty of tools, agent teams, and multi-model proxy

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