发现优秀的 MCP 服务器

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Personal MCP Server

A personal MCP server for Claude Desktop that enables task management, note-taking, file system operations, and optional Google Calendar integration. Includes comprehensive testing tools and visual monitoring for easy setup and debugging.

cryptopunks-mcp-server

Connects AI assistants to live CryptoPunks data for looking up individual punks, checking floor prices, and analyzing wallet portfolios. It provides 28 tools for market research and rarity analysis without requiring wallet setup or API keys.

chuk-mcp-celestial

Provides authoritative astronomical data including moon phases, solar eclipses, and sun/moon rise and set times using the US Navy API or offline Skyfield calculations. It enables users to query Earth's seasons and celestial events for any location and date.

drive-update-mcp

Enables Claude to update existing Google Drive files in place via a service account, preserving file ID, link, and revision history. Supports finding, creating, listing revisions, and updating files through a Streamable HTTP MCP server.

@furkankoykiran/coderlegion-mcp

TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Cline) to the developer community platform.

opensearch-mcp-server

Enables interaction with OpenSearch clusters, providing tools to list indices, retrieve mappings, search using query DSL, and get shard information.

MCP Bookmarks

A VSCode extension that provides MCP tools for AI assistants to programmatically create, manage, and annotate code bookmarks. It enables AI-driven and manual organization of codebase architecture, flows, and key components through hierarchical bookmarks and groups.

MCP4Acumatica

A remote MCP server that connects Claude to Acumatica ERP 2025 R2 with per-user OAuth, role-based access, and sensitive field redaction.

mobile-debug-mcp

A minimal, secure MCP server for AI-assisted mobile development, enabling build, install, interact, and inspect Android/iOS apps.

KGrag MCP Server

Implements the Model Context Protocol for managing, ingesting, and querying structured and unstructured data with integration to graph databases, vector search, and LLMs.

crypto-quant-signal-mcp

AI-native quantitative trading signal engine for crypto and TradFi perpetuals. Multi-factor composite BUY/SELL/HOLD signals, cross-venue funding rate arbitrage scanning, and market regime detection powered by Hyperliquid data.

Navi Candidates MCP

Remote MCP server for Pickaxe's Scout Navi agent. Exposes a read-only search_candidates tool that calls Navi's existing candidate search Cloud Function and returns safe candidate summaries.

MCPQL

A comprehensive Model Context Protocol server for SQL Server database operations that provides 10 powerful tools for database analysis, object discovery, and data manipulation.

ArXiv + Semantic Scholar MCP Server

Enables searching academic papers, exploring citation graphs, and discovering related research via ArXiv and Semantic Scholar APIs.

dexMCP

A Model Context Protocol server that wraps pypokedex to provide Pokemon data tools for MCP-compatible applications.

MCP Selenium Grid

Enables browser automation by managing Selenium Grid browser instances (Chrome, Firefox, Edge) in Docker or Kubernetes environments. Provides secure, scalable browser control for AI agents and testing workflows.

PennyOCR

Read any PDF or image into agent context as markdown (tables preserved) or plain text. Every call returns its exact cost_usd, a free estimate_cost tool quotes documents before you commit, and max_pages / max_cost_usd caps refuse before any spend — OCR agents can budget. $0.75 per 1,000 pages, first 100/month free.

Boundary MCP

A decision structure analysis engine that transforms emotional dilemmas into structured frameworks by identifying variables, constraints, and strategy paths. It helps users evaluate risk distributions and cognitive biases without offering subjective advice or definitive answers.

Remote MCP Server Authless

A serverless tool that allows deployment of authentication-free Model Context Protocol servers on Cloudflare Workers, enabling AI assistants to utilize custom tool functionalities.

arxiv-mcp

Enables searching arXiv, fetching metadata, reading papers as section-aware Markdown, listing recent papers, and downloading PDFs via five MCP tools.

ovf-data-mcp

Provides agent-friendly, read-only access to public Hungarian water-management data from the Országos Vízügyi Főigazgatóság (OVF), enabling station discovery, measurement catalog inspection, and time series retrieval and aggregation.

ChatGPT2LocalBridge

Self-hosted MCP server that enables ChatGPT to access and operate on local project files after OAuth authorization, without uploading the workspace elsewhere.

Medicus CRM MCP Server

Enables management of companies, contacts, and related CRM data through the Medicus CRM system. Provides 18 CRM tools with Supabase integration for data persistence and supports both local development and production deployment.

Apache Doris MCP Server

Apache Doris 和 VeloDB 的 MCP 服务器

INPI: Processo de Registro de Marca (Completa)

MCP server for consulting Brazilian trademark registration processes from official INPI sources, offering read-only queries via a hosted HTTP API.

forge-mcp

Read-only MCP server exposing curated Makersmiths Forge operating state (budgets, backlog, reports, deploy status) to MCP clients via allowlisted files from a private GitHub repo.

mcp-lab-agent

Autonomous QA testing MCP server that analyzes, fixes, and learns from test failures. Integrates with IDE and Slack to provide cause and fix in plain language.

BILLZ MCP Bridge Server

Enables Claude to read and interact with BILLZ 2.0 data such as products, sales, customers, and categories via the BILLZ REST API.

discoveree-desktop

Provides a local, agent-maintained product context layer over MCP, serving structured strategy, competitor, customer feedback, and feature inventory data to any AI tool such as Claude, Cursor, or ChatGPT, with local data storage, bring-your-own-LLM support, and weekly evidence-based roadmap reviews that can sync suggestions to Jira or Linear.