发现优秀的 MCP 服务器

Backlink SEO

Classic SEO suites charge heavily for link indexes. This MCP gives individuals and agencies a free, automatable path to: surface pages that mention a brand (linked or not), narrow guest-post and resource-page angles, see who links to competitors, verify whether a page links to you, and pull contact signals for outreach—all orchestrated by Claude or Cursor through typed tools instead of brittle cop

Memory Palace

Persistent semantic memory for AI agents, enabling storage, semantic search, knowledge graph connections, and inter-instance messaging across conversations using local models via Ollama.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling integration with AI clients like Cloudflare AI Playground and Claude Desktop.

appstore-mcp

Enables searching the App Store, retrieving app details, discovering trending apps, and accessing screenshots and release information via Apple's public APIs.

tracked-search

A drop-in replacement for Claude's built-in web_search tool that automatically tracks usage and provides multiple search backends.

llm-provider-mcp

Local MCP server for asynchronous coding-agent delegation, enabling Claude Code or Codex to delegate tasks to Cursor, Pi, Codex, or Claude Code and collect results later.

AnNuMa Study Companion

MCP server that exposes a read-only knowledge base of verified math lecture material, enabling AI agents to quiz students using active recall via list_topics and query_annuma tools.

symbols-mcp

MCP server for the Symbols.app platform, enabling AI coding assistants to search docs, generate components, audit code, manage projects, and deploy via the smbls stack.

CI Monitor MCP Server

Monitors Jenkins CI builds in real-time, fetching build status and logs on failure to provide context for AI-assisted code fixes, enhancing developer workflow.

BetterMCPFileServer

镜子 (jìng zi)

xmcp-demo

A demo MCP server built with the xmcp framework, providing a structured way to define custom tools, prompts, and resources.

Expense Tracker MCP Server

Enables natural language expense management with SQLite storage, allowing users to add expenses, view totals, and list all expenses through conversational commands.

bookorbit-mcp

An MCP server that allows LLMs to read and search the text of ebooks from Book Orbit, using a navigation-first approach with chapter listing and paginated text retrieval.

mssql-explorer-mcp

A read-only MCP server for exploring on-premises, multi-instance Microsoft SQL Server estates from AI clients, with read-only enforcement and Windows authentication support.

Z1 WalkingPad MCP

Controls a KingSmith WalkingPad Z1 under-desk treadmill from a Mac over Bluetooth LE, with CLI and MCP server for status, start, stop, and speed control.

Unerr

unerr is operational memory—a local runtime behind your agent's MCP enforcing shared code graphs, session memory & guardrails. No silent breakages. No context rot.

crypto-stocks-mcp

An MCP server that tracks real-time data for major crypto-related stocks to help AI agents analyze blockchain investment opportunities.

mcp-urlhaus

Wraps abuse.ch URLhaus malware URL database (free, no auth) – enables querying malware URLs via natural language through Pipeworx MCP gateway.

reddit-mcp

A read-only Model Context Protocol server that enables browsing subreddits, searching within subreddits, retrieving comment trees, and looking up user activity on Reddit via natural language.

PatchPilot MCP

Security scanner for vibe coders that checks npm packages for known vulnerabilities before installation, integrating with AI coding tools like Claude Code and Cursor.

Superset MCP Server - TypeScript

Enables AI assistants to interact with Apache Superset instances programmatically, providing 45+ tools for dashboard management, chart creation, database operations, SQL execution, and complete Superset API coverage. Supports multiple transport modes including stdio, SSE, and HTTP streaming for flexible deployment options.

Fabric MCP Server

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

AgentBridge

AgentBridge is a local MCP server that lets Claude Code delegate coding tasks to external CLI workers like Codex and Antigravity. It assembles structured prompts, runs the workers with git snapshotting, and returns compact structured results without running its own models.

Jira Cloud MCP Server

Enables AI assistants to manage Jira Cloud projects, issues, sprints, and more through a curated set of 62 tools covering the full lifecycle of stories, epics, bugs, and sprints.

mcp-diag

Read-only diagnostic MCP server that exposes system stats, Docker status, OOM events, container logs, Sidekiq queues, and local Chatwoot health checks for Claude to review a Hetzner server.

3dspace-mcp-server

Converts OpenAPI specifications into MCP tools to access 3DSpace Engineering Web Services APIs, enabling natural language interaction with 45+ services for engineering, manufacturing, and project management.

MCP Text Editor Server

A Model Context Protocol (MCP) server that provides line-oriented text file editing capabilities through a standardized API. Optimized for LLM tools with efficient partial file access to minimize token usage.

MCP Secrets

A secure secrets management server that enables LLMs to execute CLI commands using injected credentials while protecting sensitive data through output redaction and user-approved session permissions. It features an encrypted vault, secret capture from command outputs, and a macOS menu bar app for native notifications and dialogs.

Polygon-io MCP Server

Polygon-io MCP Server

agent-memory-os

Local-first memory engine for AI-agent teams: private/team/project ACL, associative recall, and federated sync across nodes. One SQLite file, no LLM required.