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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
65 stars

gsd-skill-creator

Introduces a comprehensive agent-based framework for guided software development (GSD)

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

OmoiOS

Turn feature specs into merged PRs with a self-supervising swarm of coding agents — parallel execution, isolated sandboxes, DAG dependencies. Open-source, self-hostable, model-agnostic (Claude / Gemini / Codex).

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

Claude Thread Continuity

🧠 Keep your Claude conversations flowing! An MCP server that automatically saves and restores project context when threads hit token limits.

unknownSynced 3mo ago
7 tools
Active/4mo ago/High signal
data-aidata-ai
stdiodocker
63 stars

ai-agentic-coding-tools-orchestrator

🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt UI dashboard. Also includes an Agentic Team runtime with role-based multi-agent open communication & lead-gated final responses.

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

Buyer Eval Skill

B2B software vendor evaluation skill for Claude Code — domain-expert questions, vendor AI agent conversations, evidence-based scoring

unknownSynced 3mo ago
4 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
63 stars

toonify-mcp

Context compression plugin for Claude Code. Trims large JSON, logs, stack traces, and source files before they enter the context window.

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
63 stars

Castor

A self-hosted AI agent built to drop into business workflows: customer ops, internal automation, knowledge retrieval, scheduled reporting. Deploys on a laptop, a workstation, or your own server — never sends data to a third party unless you tell it to.

Verified
agent-topic:ai-agentSynced 2mo ago
7 tools
Active/1mo ago/High signal
data-aidata-ai
stdiosrc
62 stars

Ai Agent Protocol

Agent Network Protocol White Paper

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

ServiceGraph

AI Agent skills to access structured datasets for startup founders

Verified
github-topic:mcp-serverSynced 2mo ago
1 tools
Active/3w ago/High signal
data-aidata-ai
stdionpx
62 stars

opencode-mcp

MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencode-mcp with Claude Desktop, Claude Code, Cursor, Windsurf, or any MCP client.

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 3mo ago
37 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
62 stars

Claude Brain

Sync your Claude Code brain across machines — memory, skills, agents, rules, and settings with intelligent semantic merge. Git-based, auto-sync hooks.

Verified
agent-discoverySynced 3mo ago
49 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
62 stars

network-ai

Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state, guardrails, and adapters for 29 AI frameworks

Install Ready
unknownSynced 3mo ago
67 tools
Active/3mo ago/High signal
data-aidata-aitypescript
stdiosrc
61 stars

Ue5 Mcp

Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — describe what you want in plain English.

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

Web Researcher Mcp

Give your AI assistant real web search, full-page reading, and multi-source research with citations that are never fabricated.

VerifiedFreshInstall Ready
github-topic:model-context-protocolSynced 1d ago
80 tools
Active/5d ago/High signal
data-aidata-ai
stdionpx
61 stars

claude-mem-lite

Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem with 600x lower cost.

VerifiedInstall Ready
github-topic:mcpSynced 1w ago
107 tools
Active/Today/High signal
data-aidata-ai
stdiosrc
60 stars

Supermcp

🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Build powerful Model Context Protocol integrations for databases (PostgreSQL, MSSQL) with FastAPI backend, React dashboard, and token-based auth. Perfect for multi-tenant apps and AI assistants.

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

Gtm Eng Skills

10 AI agent skills for Claude Code — waterfall email enrichment, TAM building, signal discovery, job change detection, and outbound automation. Powered by Deepline CLI with 28+ GTM data providers.

Verified
github-topic:mcpSynced 2mo ago
2 tools
Active/1w ago/High signal
data-aidata-ai
stdiobin
60 stars

Zeph

A memory-first AI agent that remembers why decisions were made — not just the last message. Runs local (Ollama), cloud (Claude · OpenAI · Gemini), or decentralized TEE. Graph memory, self-learning skills, multi-model routing, sandboxed tools. MCP · ACP · A2A. One Rust binary.

VerifiedInstall Ready
github-topic:mcpSynced 2mo ago
11 tools
Active/6d ago/High signal
data-aidata-ai
stdionpx
60 stars

@nutrient-sdk/document-engine-mcp-server

A Model Context Protocol (MCP) server implementation exposes document processing capabilities through natural language, supporting both direct human interaction and AI agent tool calling.

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
60 stars

Devrag

Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.

unknownSynced 3mo ago
6 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
60 stars

Gigaxity Deep Research

Open-source deep research MCP. Qwen3-30B-A3B-Thinking via OpenRouter, cited web synthesis for Claude Code, Codex, Cursor, Hermes and any MCP-compatible agent.

Verified
github-topic:claude-mcpSynced 2mo ago
27 tools
Active/1w ago/High signal
data-aidata-ai
stdiosrc
59 stars

RedTeam Agent

RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Protocol. AI红队与内网渗透自动化框架,支持 gogo, fscan, httpx, nuclei, impacket, playwright 等 15+ 渗透工具,让 LLM 直接化身安全审计黑客。

unknownSynced 3mo ago
27 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
59 stars

Jmcomic Ai

禁漫天堂 Agent Skills / AI 原生 JMComic 助手:通过 MCP 与 Skills 将 JMComic 注入你的 AI Agent. / AI-powered JMComic assistant for seamless integration with AI Agents via MCP & Skills.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
2 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
59 stars

Archive Agent

Find your files with natural language and ask questions.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
47 tools
Active/4mo ago/High signal
data-aidata-ai
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