发现优秀的 MCP 服务器

mem9 MCP Server

Enables AI assistants to manage memories via the mem9 memory service, supporting memory storage, semantic search, retrieval, update, and deletion across multiple platforms.

jhabit-mcp

A standalone MCP server for managing habits and quit trackers through a jhabit instance. It enables users to list trackers, log entries, and retrieve detailed statistics like streaks and abstinence time.

edgemem

Filesystem-native agent memory for Claude Code, enabling persistent team context across sessions through cloud-synced memory files and MCP tools.

pinboard

Pinboard is a local-first communication layer for coding agents, providing MCP tools for session presence, targeted messages, inbox delivery, and advisory file leases with secure local IPC.

logisheets-mcp

Enables AI agents to work with a real Excel-compatible spreadsheet engine, allowing them to create and manipulate structured data blocks, write and evaluate formulas, and save genuine .xlsx files with live formulas for human verification and reuse.

JoomEngine MCP

An embeddable library and self-hosted MCP server for administering Joomla 6.x through bounded, auditable semantic actions via the Joomla Web Services API or a native companion plugin.

componecat

Enables AI agents to access an organization's software component catalog, including entities, relationships, interfaces, documentation, and team ownership, for grounded context and impact analysis.

Anki MCP Server

镜子 (jìng zi)

mcp-proxy

Enables secure MCP traffic by filtering threats with a 3-stage detection pipeline, applying RBAC policies, and redacting sensitive data in real-time via an SSE-inspecting proxy.

Versatile-Mcp

A modular MCP server that provides AI agents with cognitive memory, local system access, and secure remote execution capabilities through three integrated layers (Brain, Master, Remote).

Code Project Brain

Provides AI agents with a governed, three-layer project memory (guide, code facts, and knowledge) through namespaced MCP tools for code search, context compilation, impact analysis, and proposal-driven documentation updates.

What's for Dinner? MCP Server

Helps users decide what to eat by randomly selecting meals from a database of 100+ options or a custom list using an interactive spinning wheel widget. It supports cuisine filtering and provides an engaging visual interface to resolve mealtime indecision.

provekit-mcp

Provides AI agents with a hardened code security scanner via scan_code and scan_path, detecting leaked secrets and insecure patterns while enforcing strict path confinement and resource bounds.

homebutler

All-in-one homelab management MCP server. Docker monitoring, volume backup/restore (with compose and env files), Wake-on-LAN, network scanning, and multi-server SSH management.

npm-mcp

Enables AI assistants to manage Nginx Proxy Manager instances through natural language, covering 28 tools for proxy hosts, certificates, streams, and more.

remote-mcp-server-authlesss

Enables deploying a stateless remote MCP server on Cloudflare Workers without authentication, allowing custom tools to be used from remote MCP clients such as Cloudflare AI Playground and Claude Desktop.

jira-ai-auditor

Enables running Jira project health audits directly in Claude Desktop, providing real-time health scores, risk detection, and team workload analysis through natural language.

Planer MCP Server

An intelligent task management server that generates context-aware engineering plans using LLM-powered workflows and interactive requirement elicitation. It features persistent SQLite storage, category-based planning strategies, and automated progress tracking for software development projects.

veyra-contacts

Contact manager for AI agents with company, tags, and full-text search. Reads are free, writes require Veyra commit mode.

Siigo MCP Server

Unofficial MCP server for Siigo Colombian electronic invoicing software that enables AI to manage customers, products, invoices, credit notes, and journals through the Siigo API with configurable safety modes.

weather

Enables Claude to fetch real-time weather data for any city using the OpenWeatherMap API.

MCP Server Starter

A starter template for building MCP servers with SQLite database integration. Provides a foundation with SQL query tools, database seeding capabilities, and a development client for testing.

bpftrace MCP Server

A minimal server that provides AI assistants with access to Linux kernel tracing capabilities through bpftrace, enabling dynamic tracing and performance analysis via the Model Context Protocol.

MCP Graylog Server

Integrates AI assistants with Graylog to query and analyze log data using Elasticsearch syntax and stream-specific filtering. It enables users to perform advanced searches, retrieve log statistics, and manage Graylog streams through natural language.

AWP MCP Server

Provides tools for AI assistants to access the Agent Web Protocol (AWP) specification, validate agent.json files, and generate protocol-compliant configurations. It enables developers to integrate the AWP standard into their websites through natural language prompts and automated validation.

Kafka MCP Server

Enables interaction with Apache Kafka topics, allowing users to publish messages to and read messages from Kafka instances through natural language.

daqmx-mcp

A safety-bounded MCP server for discovering data-acquisition devices and performing finite analog-voltage and digital-input reads through NI's nidaqmx Python package.

timezone-mcp

A local MCP server that converts timestamps between time zones using IANA time zone rules, exposing a single convert_time tool.

J-Quants Free MCP Server

Enables access to Japanese stock market data via the free J-Quants API, providing tools for company search, daily quotes, and financial statements.