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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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Popular tags

Showing 24 of 3926 MCP tools

stdionpm
21 stars

revvy-reviewer

Team code review, standardized. Define your team's review rules once in YAML, enforce them on every PR/MR across GitHub & GitLab — right inside VS Code. Works with Copilot, Claude, or OpenAI.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
9 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
21 stars

draftspect-office-addins

Draftspect — open Word or Excel and chat with your own local Claude Code: it reads and edits the document and can pull in any local folders/files you point it at (notes, drafts, data, a repo) as context. Your configured agent — MCP, skills, CLAUDE.md — on your machine. Powered by Claude Code.

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

Cyxj Groksearch

MCP server for Claude Code: Grok AI web search + Tavily fetch/map + Firecrawl screenshots, with multi-key failover.

VerifiedFresh
github-topic:model-context-protocolSynced 6d ago
28 tools
Active/1w ago/High signal
data-aidata-ai
stdiosrc
21 stars

Context Chef

Context compiler for TypeScript/JavaScript AI agents. Automatically compiles agent state into optimized LLM payloads with history compression, tool pruning, multi-provider support, and more.

Verified
agent-topic:ai-agentSynced 3mo ago
28 tools
Active/3mo ago/High signal
data-aidata-aitypescript
stdiosrc
21 stars

Arxiv Reader Mcp

Want to search arXiv papers, fetch metadata, and extract full-text PDFs without leaving your editor? This MCP server connects any MCP-compatible client (Claude Code, etc.) directly to arXiv.

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

hash-context-codex-lab

A visual, editable context layer for Codex. AI edit AI's context with surgical precision, giving you more control and freedom over what Codex sees.

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

zenflow-docs

Multi-agent orchestration & workflow engine. Declarative YAML workflows, LLM coordinator with hub-and-spoke mailboxes, race-safe delivery. One YAML file, one Go binary. Runs on any goai-supported provider.

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

Mimo Mcp

把小米 MiMo 全模态能力(对话/图像/视频/TTS/声音克隆)封装成 stdio MCP Server,Claude Code 与 Codex 可直接调用

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

it-tools-mcp

A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https://github.com/CorentinTh/it-tools

Install Ready
unknownSynced 4mo ago
1 tools
Active/4mo ago/High signal
data-aidata-ai
stdiodocker
21 stars

Grok Mcp Server

Local-first Grok MCP server & gateway. One shared Grok agent for Cursor, Claude Code, VS Code, Codex & Desktop. xAI API + CLI planes, Control Center.

Verified
github-topic:mcpSynced 2mo ago
Active/2mo ago/High signal
data-aidata-ai
stdiobin
21 stars

User Prompt Mcp

A Model Context Protocol (MCP) server for Cursor that enables requesting user input during generation

VerifiedInstall Ready
list:awesome-mcp-servers-wong2Synced 3mo ago
Stale/6mo ago/Medium signal
data-aidata-ai
stdiosrc
21 stars

Fastapi Agent Blueprint

FastAPI backend blueprint for AI agent apps: DDD, SQLAlchemy, Taskiq, admin UI, RAG infra, and Claude/Codex collaboration harness.

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

delimit-cli

The merge gate for AI-written code, with signed, replayable attestation. Works across Claude Code, Codex, Cursor, and Gemini CLI.

Install Ready
unknownSynced 1mo ago
36 tools
Active/1mo ago/High signal
data-aidata-ai
stdiosrc
20 stars

Obsigna

Agent Receipts — cryptographically signed audit trails for AI agent actions. Protocol spec, SDKs (Go, TypeScript, Python), and MCP proxy.

Verified
github-topic:model-context-protocolSynced 3mo ago
6 tools
Active/3mo ago/High signal
data-aidata-aitypescript
stdiosrc
20 stars

Daiv

Your AI-powered SWE teammate, built into your git workflow

Verified
agent-topic:ai-agentSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdionpx
20 stars

ai-agent-browser

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

FreshInstall Ready
unknownSynced Today
39 tools
Active/1w ago/High signal
data-aidata-aipython
stdionpx
20 stars

codeep

An autonomous AI agent that reads your whole project, runs commands, and writes & verifies code on its own — going deeper than autocomplete. Bring any model, hosted or local.

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
61 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
20 stars

@theo.foobar/mcp-time

MCP (Model Context Protocol) server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities

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

Wind

Tailwind CSS for Flutter — classes like flex, p-4, dark:bg-gray-800 compose into widget trees. MCP server + Claude Code skill for AI agents.

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 3mo ago
2 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
20 stars

@muhammadsiddiq/twitter-mcp

MCP server for X (Twitter) that enables AI assistants to post tweets, upload images, and search Twitter using natural language via the Twitter API.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
10 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
20 stars

chatspeed

An AI chat proxy with universal tool access, protocol conversion, load balancing, key isolation, prompt enhancement, centralized MCP hub, and built-in WebSearch & WebFetch — more than an AI assistant for chat, translation, mind maps, flowcharts, and search.

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

Awesome Amazon Ec Skills

亚马逊跨境电商场景下的 Claude / AI Agent Skills 合集(中文优先,聚焦 Amazon 出海 + 1688 供货上游)

Verified
github-topic:mcp-serverSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
20 stars

Fidelis

Agent memory without the retrieval tax. Fidelity-preserving memory for Claude Code and AI agents — local-first, fast, and with no LLM in the default retrieval path. 83.2% R@1 on LongMemEval-S, $0/query retrieval.

Verified
github-topic:mcp-serverSynced 3mo ago
1 tools
Active/4mo ago/High signal
data-aidata-ai
stdiosrc
20 stars

Claude Dev Suite

Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code. MIT.

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