发现优秀的 MCP 服务器

DA Live Admin MCP Server

Enables LLM assistants to manage Document Authoring (DA) repositories through the DA Live Admin API, supporting operations like listing, creating, updating, and deleting source files, managing configurations, and looking up media and fragment references.

Ashby MCP Server

Connects Claude to the Ashby ATS to manage the hiring pipeline through natural conversation. It enables users to browse jobs, manage candidate profiles, track applications, and coordinate interview stages.

figma-console-mcp-autodocs

Enables AI assistants to read, create, and modify Figma designs, synchronize design tokens bidirectionally, and auto-document component-variant sets via Obra Autodocs integration.

Firmware MCP Server

A local stdio MCP server for embedded firmware automation that exposes tools to build, flash, reset devices, and capture serial logs through a device configuration file.

MCP Bridge

Converts existing HTTP operations and cURL commands into structured, local-first MCP tools that AI agents can call safely.

Gym MCP Server

Expose any Gymnasium environment as an MCP server, automatically converting the Gym API into MCP tools that any agent can call via standard JSON interfaces.

Obsidian MCP Server

Enables users to search, list, and read notes in an Obsidian vault via a CLI or HTTP API, integrating with Obsidian for note management.

AI Workspace MCP Server

Provides a secure workspace for AI-driven file management and Python script execution designed to run on Vercel. It enables tools for full file operations and code execution within a sandboxed environment.

mcp-pine

MCP server for PCSX2 and other emulators that speak the PINE protocol. Read and write 8/16/32/64-bit emulator memory and control save states for PlayStation-family emulation.

Discogs MCP Server

Enables finding the best-sounding pressing of an album and mood- and taste-based music recommendations via Discogs.

@chartobserver/mcp-server

An MCP server that lets an AI agent read your portfolio, place paper trades, and check the leaderboard on your ChartObserver account.

Google Ad Manager MCP Server

Enables AI assistants to manage Google Ad Manager campaigns, line items, creatives, and advertisers through natural language, automating ad operations that normally require countless clicks through the UI.

MCP Echo Env

Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP clients properly propagate workspace context to server processes.

redmine-mcp

A stateless MCP server for Redmine that allows users to interact with issues, time entries, wiki, projects, and more via their own API keys.

Sanka MCP Server

A Model Context Protocol server that integrates the Sanka TypeScript SDK to provide document search and code execution capabilities. It allows clients to interact with Sanka's public API through a hosted HTTP or SSE interface.

Home Tracker MCP

A personal MCP server for tracking household expenses and shared notes, with pre-built email templates to keep you and your wife in sync.

forsale-mcp

Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching listings, evaluating prices, detecting scams, and more, enabling live-data-driven answers.

Fraim Context MCP

Enables semantic search of project documentation using hybrid vector and full-text search with fast and deep query modes for immediate results or complex multi-round synthesis.

MCP Observer Server

A file monitoring server that tracks filesystem events and provides real-time notifications to AI assistants, enabling them to automatically respond to file changes without manual updates.

swarm-mcp

Orchestrate parallel Claude agent workloads via Docker containers with combinators for parallel execution, map-reduce, and pipeline workflows.

Daemon-MCP

Daem0n-MCP provides AI agents with persistent, semantically indexed memory to track decisions, rules, and outcomes across sessions. It actively prevents repetitive mistakes by enforcing context checks and prioritizing information about past failures during recall. Best for Claude Code.

camt053-mcp

MCP server that enables AI agents to parse, validate, and reverse ISO 20022 bank statements, with tools for discovering message types and return reasons.

QRzap MCP Server

Enables AI agents to generate QR codes for URLs, WiFi, contacts, and more with structured parameters.

bitbank MCP Server

MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, order book, and transaction data retrieval.

open-sales-stack

Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting

covidence-mcp

Enables Claude to screen studies in Covidence by reading the live page and casting votes based on stored criteria, with all browser navigation handled by Claude itself.

mcp-csv-database

Loads CSV files into a temporary SQLite database and provides comprehensive data analysis tools via MCP, enabling AI assistants to query, analyze, and export data using natural language.