发现优秀的 MCP 服务器

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.

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.

allinkl-mcp

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

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.

Inventory Management AI MCP

Inventory Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

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.

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.

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.

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.

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。

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.

codesight

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

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.

mcp-dockhand

MCP server exposing the Dockhand API as MCP tools. Enables AI assistants to manage Docker infrastructure including containers, stacks, images, networks, and volumes across multiple hosts.

Cloudflare Remote MCP Server Template

A deployment template for hosting remote Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE). It enables developers to expose custom tools to MCP-compatible clients like Claude Desktop and Cloudflare AI Playground without requiring authentication.

MCP Neo4j Cypher Server

Enables Claude to query Neo4j databases using natural language, running on Cloudflare Workers for serverless deployment.

mcp-movidesk

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

capus

Persona-driven LLM agent testing for macOS and web apps through a local MCP daemon, enabling autonomous GUI testing with human-like behavior.

TypeDB MCP Server

Enables AI assistants to interact with TypeDB databases, allowing LLMs to execute TypeQL queries, manage databases, and manage users through natural language.

Pulse MCP Server

Enables interaction with the Pulse usage-based billing platform to track metering events, manage customers, and generate invoices. It also supports managing products, payment links, and AI agent usage directly through MCP-compatible assistants.

MCP Jina Supabase RAG

Crawls and indexes documentation websites to Supabase with vector embeddings for RAG, using smart sitemap discovery and Jina AI for fast content extraction with multi-project support.

NS MCP China

Connects MCP-compatible AI assistants to NetSuite ERP with easy OAuth setup. Provides tools for records, SuiteQL, saved searches, reports, and metadata.

Productivity Tracker MCP Server

Enables natural language task management including logging, updating, and summarizing productivity activities across multiple categories using a local SQLite database. It allows users to manage workflows and generate time-based summaries through standardized Model Context Protocol tools.

vedetta-mcp

Market intelligence MCP server enabling AI agents to buy crypto sentiment reads, divergence verdicts, and analyst answers via pay-per-call x402 micropayments on Base.

Home Assistant MCP Server

Enables AI assistants to control Home Assistant via natural language, including device control, automation management, and system monitoring.