发现优秀的 MCP 服务器

github-insights-mcp

MCP server that enables AI assistants to look up and analyze GitHub repositories, including stars, forks, description, open issues, and README content.

perceptdot

Auto-discovers MCP servers for your project and tracks ROI per session. One install: npx -y @perceptdot/core. Your agent finds its own tools and reports tokens saved.

l6e-mcp

Enables AI coding agents to set budgets per task, check costs before expensive operations, and halt when budget is exhausted, with support for calibration and cloud sync.

Project Status MCP Server

MCP server that exposes project status tools (plan, milestones, RAID items, blockers) allowing AI assistants to retrieve and analyze project information via natural language.

Rootr MCP Server

MCP server for Rootr markdown knowledge collaboration. Provides 27 tools for reading, writing, searching, and managing documents, issues, logs, and webhooks via natural language.

allinkl-mcp

MCP server for All-Inkl KAS API to manage DNS, domains, mailboxes, mail forwards, and databases, including database dumps via SSH+mysqldump.

webclaw-mcp

MCP browser agent that runs as a Chrome extension. Control your real Chrome browser with 17 MCP tools — uses accessibility tree with @ref labels for low token usage. Supports WebMCP native tools.

context-mapper-mcp

An MCP server for managing Domain-Driven Design models using Context Mapper's CML, with tools to create, update, and visualize bounded contexts, aggregates, and relationships.

TradingView MCP Server

Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and workflow automation.

Integrating Model Context Protocol (MCP) Tools with Semantic Kernel: A Step-by-Step Guide

将模型上下文协议 (MCP) 工具与 Microsoft Semantic Kernel 集成，以构建 AI 驱动的工作流程。 这个 C# 项目将 MCP 服务器连接到 Semantic Kernel，使 LLM 能够无缝调用外部工具。 提供示例代码，供开发人员探索使用 .NET 进行 AI 编排。

iris-bi-agent

Enables verifiable business intelligence over federated data sources, supporting semantic queries, drill-down to source rows, and raw SQL with explicit verification status.

claude-session-sync

Syncs Claude Code sessions between machines with end-to-end encryption using a recovery phrase.

Emacs MCP Tools

Enables Claude Code to control a running Emacs instance via MCP, supporting file opening, Magit integration, and server status checks.

mcp-arcgis-monocounty

Mono County GIS — Mono County & Mammoth Lakes, California open geospatial data (ArcGIS).

CKB

Transforms a codebase into a queryable knowledge base for code understanding, impact analysis, ownership lookup, and more via CLI, HTTP API, or MCP.

living-off-the-land-lolbins-mcp-server

Living off the Land intelligence for AI agents. GTFOBins, LOLBAS, LOOBins, LOLDrivers, LOLRMM, WADComs, LOLC2 and more — unified into a single MCP server.

Weather MCP Server

A Model Context Protocol (MCP) server that provides US weather forecasts and active alerts using the National Weather Service API.

jstage-mcp

Exposes J-STAGE WebAPI as four tools for searching articles, issues, journals, and resolving DOIs, returning bilingual JSON with attribution.

Deno 2 Playwright Model Context Protocol Server Example

镜子 (jìng zi)

MCP Data Catalog Server

Enables composable search and filtering over an enterprise data catalog, with tools for lineage, sample data, profiling, history, quality rules, and AI-driven classification.

mcp-cookbook

Enables browsing recipes, searching by category, and viewing detailed recipe information from the Gousto cookbook API via natural language.

SSH MCP Server

Enables Claude to execute commands on remote servers via SSH, with support for SSH config, private keys, password auth, and agent forwarding.

Fillout.io MCP Server

通过 Fillout.io API 实现表单管理、响应处理和分析，以增强表单互动和洞察力。

local-llm-mcp

Enables coding agents like Claude Code and Codex to offload boilerplate generation, summarization, and other bounded text tasks to local or cheap cloud LLMs, keeping the frontier agent in charge of judgment and code edits.

FireBall1725/pcexpress-mcp-server

Control your grocery cart with AI! This MCP server enables LLMs (like Claude) to search past orders, find products, and manage your shopping cart across all Loblaws-owned grocery banners.

repomemory

MCP server that captures and recalls coding session memory (failures, decisions, diffs) for AI agents, enabling cross-agent continuity and preventing repeated mistakes.

dbackup-mcp

A typed MCP server for curated backup administration of DBackup via its API, exposing tools for backup jobs, execution history, notifications, storage, and bounded restore workflows.

localmem

A local-first, zero-token memory MCP server for AI coding agents, storing memories in SQLite and providing memory_recall and memory_add tools for pull-based retrieval.

codesight

Provides 13 MCP tools for codebase analysis, wiki generation, and knowledge mapping, enabling AI assistants to understand project structure and context efficiently.

mcp-movidesk

Read-only MCP server for querying Movidesk tickets through the public Movidesk API.