发现优秀的 MCP 服务器

cerebro-code-memory

Enables AI assistants to maintain persistent understanding of code projects across chat sessions via a SQLite brain that caches structural maps, summaries, and decisions. Provides tools for querying project structure, searching code, and recording insights to reduce token usage and avoid re-analysis.

tollbooth-x402

Free MCP server for x402toll.com, enabling AI agents to discover and use verified, pay-per-call calculators with free previews and hash verification, supporting payments via x402 protocol on Base.

Intervals.icu MCP Server

MCP server that connects Claude and ChatGPT to the Intervals.icu API, enabling retrieval and management of activities, events, wellness data, power curves, and custom items.

tldraw-mcp

Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headless, no browser needed.

mcp-tw-lvr

MCP server for querying Taiwan's real estate transaction registry via web scraping of the Ministry of the Interior's official portal. Enables natural language queries for real estate sales, rentals, and pre-sale housing data.

Playwright MCP

Provides browser automation capabilities for LLMs using Playwright's accessibility tree instead of screenshots. It enables models to interact with web pages through fast, structured, and deterministic data snapshots.

notion-mcp-server

MCP server enabling Gemini to interact with Notion Workspace via SSE, supporting reading and writing pages and databases through natural language.

AirTreks MCP

Around the World and Complex Must-Stop Airfare and routing MCP

Scholar Feed MCP Server

Enables searching and analyzing over 560,000 CS/AI/ML research papers with LLM-powered novelty scoring and summaries. Supports literature reviews, trend monitoring, benchmark tracking, and deep research sessions through 23 specialized tools.

darwin-memo

Provides an MCP server that gives LLM agents an evolutionary memory: entries pay upkeep and survive only if they earn their keep through measured outcomes, with tools for querying, settling, and managing memory.

@striderlabs/mcp-stubhub

MCP server for StubHub — search events, compare ticket prices, and purchase tickets via browser automation.

voucherify-core-mcp

Enables asking questions in plain language to explore loyalty and promo data through Voucherify API endpoints.

Jira MCP Server

Enables enterprise-level integration with Jira's REST API for AI assistants to perform advanced project management, issue tracking, analytics, and strategic planning tasks. Supports multiple Jira instances with thread-safe concurrent access, workflow management, and comprehensive project structure organization.

todox MCP Server

Enables agents to create and manage persistent task logs, decisions, dead ends, questions, and handoffs, with file staleness detection and activity reporting.

tokensStudioMCP

MCP server that reads Tokens Studio design tokens from Figma and makes them available to Claude Code, enabling token-aware code generation.

Python LINE Server

Enables language models to read and analyze LINE Bot conversations through a standardized MCP interface. Supports text, sticker, and image messages with webhook event handling and message storage in JSON format.

Logseq MCP Server

A NestJS-based server that enables AI agents to interact with Logseq graphs through its HTTP API for managing notes, journals, and blocks. It features specialized tools for project development tracking, including progress logs, technical decisions, and workflow prompts.

Yahoo Mail MCP Server

Enables LLMs to read, search, and send emails through Yahoo Mail using secure OAuth2 authentication.

calendar-mcp

Provides read-only access to calendar events from iCal feeds, enabling agents to query schedules, search events, and check availability via natural language.

obsidian-mcp

A self-hosted MCP server with a management UI for reading, searching, editing, and organizing notes in an Obsidian vault, with OAuth and token authentication, git snapshots, and optional Obsidian Sync.

Wekan MCP Server

Enables interaction with Wekan kanban boards through the Wekan REST API, supporting board, list, and card operations via natural language.

MCP Document Server

A secure Model Context Protocol server that enables Claude AI to list, search, and read local documents in formats such as PDF, DOCX, and XLSX. It features read-only access with path traversal protection and supports deployment via Docker with SSE or STDIO transport options.

Vault MCP Server

Vault 的一个业余爱好者级别的 MCP 服务器

evc-team-relay-mcp

Read, search, and write Obsidian vault notes via Team Relay collaborative server. Supports shared folders, real-time sync, and AI agent access.

Jupiter Broadcasting Podcast Data MCP Server

Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsing. Supports searching episodes by date, hosts, or content, retrieving detailed episode information, and fetching transcripts when available.

Surf MCP Server

Enables access to 86 crypto data endpoints from the Surf API, including market data, wallets, social sentiment, on-chain queries, and more, through dynamically generated MCP tools.

ming-metaphysics-mcp

Provides five Chinese metaphysics engines (BaZi, QMDJ, ZWDS, Feng Shui, I Ching) as MCP tools for analysis and forecasting.

Vercel MCP Server 🚀

镜子 (jìng zi)

MCP Server for JIRA

镜子 (jìng zi)

Total Recall

Persistent cross-session memory for AI coding assistants, automatically capturing and injecting context across sessions via MCP tools.