发现优秀的 MCP 服务器

Kagan - AI Orchestration Layer

Provider agnostic ai orchestrator layer, kagan mcp allows controlling orchestrating and spawning subagents via mcp associated with tasks in kanban board that is accessible via kagan cli executable that bundles a chat repl, tui , mcp and a web client in a single uv tool install kagan wheel. Give it a try and submit feedback and feature requests! Consider starring the repo, its a free oss MIT based.

Go-MCP

使用 Golang 构建你自己的 MCP 服务器

mcp-review-pr

An MCP server for multi-language PR review with deterministic analysis, providing AI-powered code review tools that detect languages, apply review guidelines, and run quality checks.

Lookup-Modern-Chinese-Dictionary

Search for word definitions from modern Chinese dictionaries to provide users with convenient dictionary query services.

MCP Atlassian Server

A Model Context Protocol server that connects AI assistants like Cline to Atlassian Jira and Confluence, enabling them to query data and perform actions through a standardized interface.

Dida365 MCP Server

嘀嗒365.com 的 MCP 服务器 (Dīdā365.com de MCP fúwùqì) This translates to: "MCP server for dida365.com"

tradingview-mcp

TradingView MCP server — real-time market data, technical indicators, screeners, and backtesting for Claude, ChatGPT, Cursor, Copilot, and any MCP client. Stocks, crypto, forex & futures across global exchanges.

mcp-market-spread

market-spread MCP — cross-venue prediction-market landscape scanner.

dbSNP MCP Plugin

一个 MCP 插件，提供对 NCBI 的 dbSNP 数据库的访问，允许开发者直接在他们的开发环境中检索遗传变异信息、搜索 SNP，并访问临床意义数据。

pptx-mcp-server

A Model Context Protocol (MCP) server that lets any AI model create standardised, high-quality PowerPoint presentations via a clean JSON API.

mcp-compress

Data compression MCP server with auto-algorithm selection (gzip, brotli, deflate). 7 tools for compress, decompress, analyze, store, retrieve, list, and stats. Achieves 60x compression on docs, 30x on SQL. Lossless round-trip verified. Zero dependencies.

Anamnesis MCP

Provides AI coding agents with persistent, traceable memory across projects by storing cue-pointer records that link back to full original contexts, enabling recollection of past decisions, patterns, and solutions.

SMRT Documentation MCP Server

Enables querying the SMRT framework documentation by automatically routing questions to relevant package experts and synthesizing responses from their CLAUDE.md files using AI-powered retrieval-augmented generation.

Gemini MCP Server

Integrates Google's Gemini AI with Claude Code to provide advanced development assistance including code analysis, implementation planning, technical explanations, debugging support, and strategic development guidance.

montology

Enforces design systems and vocabulary via ontology checks, candidate scanning, linting, and structural search across repositories.

query_table

一个用于抓取金融表格数据的网络爬虫，它实现了模型上下文协议，允许用户从多个中国金融网站（包括同花顺 (THS)、通达信 (TDX) 和东方财富 (EastMoney)）查询股票数据。

CodeAtlas AI MCP Server

Transforms codebases into a living knowledge graph with AI-powered code analysis, security scanning, and persistent semantic memory, leveraging Oracle 26ai vector and property graph capabilities.

spiker-mcp

An MCP server that brings the Ikejime philosophy to coding, helping eliminate technical debt by killing ambiguity, purging dead code, isolating dependencies, and more.

Elixir Linux MCP Server

好的，这是 "Elixir-based Linux source code query MCP Server" 的中文翻译： **基于 Elixir 的 Linux 源代码查询 MCP 服务器** This translation is accurate and conveys the meaning of the original English phrase. "基于" means "based on," "Elixir" is the same in both languages, "Linux 源代码" means "Linux source code," "查询" means "query," "MCP 服务器" means "MCP Server."

agentic-misp-mcp

Gives AI agents analyst-oriented workflows for MISP threat intelligence, including IOC search, pivot, event summarization, report generation, and controlled write proposals with safety and audit logging.

CaffeineCurfew

Tracks caffeine decay and predicts safe bedtimes using a half-life model. No external integrations needed, intake is passed as parameters.

ai-dev-analytics

AI development observability platform. It silently captures structured data from vibe coding sessions via MCP and codifies deviation patterns into project rules to make AI write better code. 100% local and zero runtime dependencies.

SEFAZ PE: NFC-e

Read-only MCP server for consulting official SEFAZ PE NFC-e tax document data, with pay-per-use credit and no platform credentials.

JProfiler

Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.

wa-chat-reader

Reads your local WhatsApp chat history and exposes tools to retrieve messages and chat lists, enabling querying and summarization of your conversations entirely offline.

AWS Common MCP Servers with CDK Deployment

使用 AWS CDK 为常见 AWS 服务（Location、S3、Aurora PG Data API）部署可部署的 MCP 服务器。

MCP OpenAI Image Generation Server

Enables AI assistants to generate and edit images through OpenAI's DALL-E models via MCP tools. Supports text-to-image generation and image-to-image editing with configurable parameters for size, quality, and style.

local-mcp

Enables running MCP tools against local MLX models on your Mac, with hardware-aware configuration, CLI streaming, and a dashboard for routing and monitoring.

uiver

Enables AI agents to snapshot UI versions, retrieve live URLs, and compare changes across iterations for local-first web development.

tracecat-mcp-community

Enables AI assistants to fully control a Tracecat SOAR platform instance through natural language, managing workflows, actions, cases, secrets, tables, schedules, graphs, and more.