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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

#general10061#data-ai3928#development1173#finance871#productivity809#devops-infra807#python551#gcp371
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Popular tags

Showing 24 of 19235 MCP tools

stdiodocker
793 stars

opentabs

Browser automation clicks buttons. OpenTabs calls APIs.

unknownSynced 2mo ago
Active/2mo ago/High signal
generalgeneral
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
stdiodocker
789 stars

Skylos

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/

unknownSynced 2mo ago
180 tools
Active/2d ago/High signal
generalgeneral
stdionpx
789 stars

@sylphx/pdf-reader-mcp

📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage

VerifiedInstall Ready
github-topic:model-context-protocolSynced 2mo ago
51 tools
Active/2mo ago/High signal
mediamedia
stdionpx
784 stars

mcp-fetch-server

A flexible HTTP fetching Model Context Protocol server.

Install Ready
unknownSynced 3mo ago
6 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
781 stars

Drift

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

Verified
github-topic:model-context-protocolSynced 3mo ago
Active/3mo ago/High signal
developmentdevelopment
stdiosrc
780 stars

Aderyn

Solidity Static Analyzer that easily integrates into your editor

VerifiedReviewed
github-seeds:mcp-hotSynced 2mo ago
Active/3mo ago/High signal
developmentdevelopment
stdiosrc
773 stars

NornicDB

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes. Then, adding intelligent features like schemas, managed embeddings, LLM reranking+inferrence, GPU accel, Auto-TLP, Memory Decay, and MCP server.

unknownSynced 3mo ago
15 tools
Active/3mo ago/High signal
generalgeneral
stdionpm
772 stars

deepseek-plus-plus

为 DeepSeek 网页版注入类原生工具调用、MCP 工具、长期记忆、Skill、系统提示词预设和自动化任务的 Chrome 扩展

Verified
github-topic:model-context-protocolSynced 3mo ago
4 tools
Active/3mo ago/High signal
generalgeneral
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
769 stars

hyperbrowser-mcp

A MCP server implementation for hyperbrowser

Install Ready
unknownSynced 3mo ago
10 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
768 stars

next-devtools-mcp

Next.js Development for Coding Agent

Install Ready
unknownSynced 2mo ago
Active/3mo ago/Medium signal
generalgeneral
stdionpm
767 stars

intlayer-monorepo

Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.

unknownSynced 2mo ago
1 tools
Active/3mo ago/High signal
developmentdevelopment
stdionpx
765 stars

Context Portal

Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.

Install Ready
unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
financefinance
stdionpm
763 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 1mo ago
29 tools
Active/1d ago/High signal
data-aidata-ai
stdiosrc
762 stars

Clojure Mcp

Clojure MCP

Verified
list:awesome-mcp-servers-wong2Synced 3mo ago
16 tools
Active/3mo ago/Medium signal
generalgeneral
stdiosrc
759 stars

AgentChat

AgentChat 是一个基于 LLM 的智能体交流平台,内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作,Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术,实现高效的知识检索与工具调用,使用 FastAPI 构建高性能后端服务。

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
758 stars

Wax

Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
3 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
754 stars

Reverse Engineering Assistant

MCP server for reverse engineering tasks in Ghidra 👩‍💻

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

openmcp

All in one vscode plugin for mcp developer

Install Ready
unknownSynced 2mo ago
8 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
748 stars

Yahoo Finance2

Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill

VerifiedReviewed
github-seeds:mcp-hotSynced 2mo ago
Active/2mo ago/High signal
generalgeneral
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 2mo ago
11 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
741 stars

Prism Insight

AI-based stock analysis and trading system

Verified
github-topic:mcpSynced 2mo ago
5 tools
Active/4d ago/High signal
financefinance
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 3mo ago
6 tools
Active/3mo ago/High signal
data-aidata-ai
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