发现优秀的 MCP 服务器

Field Current

A self-hosted research library with a read-only MCP endpoint for querying paper metadata, abstracts, and BibTeX entries.

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.

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.

Revit Converter MCP

AI-powered BIM tool that connects Claude to a Revit file conversion and BIM query service, enabling users to convert .rvt files to XKT, IFC, and DWG, and explore building elements through natural language.

jupiter-quotes

Enables fetching best swap quotes on Solana via Jupiter aggregator with pay-per-call x402 micropayments.

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.

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.

PlantUML CSA MCP Server

Generate Control System Architecture (CSA) diagrams using PlantUML via the Model Context Protocol (MCP). Supports ISA-95 Purdue model, industrial symbols, and multiple protocols.

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.

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.

Make Monitor MCP

Read-only MCP server for monitoring Make.com scenario errors from ChatGPT, enabling listing scenarios, viewing recent errors, and getting execution details.

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.

MCP Ticket Server

Exposes a ticket classification tool that categorizes support tickets by severity, category, sentiment, and summary via MCP, using the Anthropic API for classification and packaged as a Claude Desktop extension.

claude-agy-mcp

MCP server that lets Claude Code delegate heavy tasks (file analysis, deep search, web lookups, adversarial review, and general delegation) to the Antigravity CLI (agy), with model routing, session continuity, timeout controls, and quota-aware failover.

VulnerabilityMCPServer

MCP server for retrieving vulnerability data (CVE) via HTTP, testable with MCP Inspector and OpenCode.

ASCII & SVG Art Studio

Enables AI to create ASCII and SVG art through a character canvas, with tools for drawing, previewing, and exporting to multiple formats, as well as composing stop-motion animations with optional voice-over.

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.

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.

Kaitoi Studio MCP Server

Enables AI agents to interact with Kaitoi Studio's workflow engine for creative production, allowing them to build, run, and manage media pipelines using a graph of nodes from multiple AI providers.

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.

QRzap MCP Server

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

boss-cli

MCP server for searching BOSS直聘 (Boss Zhipin) job listings. It provides a boss_search tool that supports multi-city queries, keyword filtering, and JSON output for AI agents.

swarm-mcp

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

mcp-jordy

MCP server for managing the complete workflow of bank meeting minutes, from capture to approval and Word document generation.

Agentic Ads

Google AdSense for AI agents, enabling MCP server monetization by serving privacy-respecting contextual ads and earning 70% revenue share on clicks.

ssyubix-agentlink

Cross-device communication between AI agents over the public internet

at-eli-mcp

Enables searching and retrieving Austrian federal legislation and case law from the official legal information system RIS, with verifiable ELI and ECLI identifiers.

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

ima-mcp-server

Wraps IMA knowledge base OpenAPI into a standard MCP server, enabling search, browse, read, and add web pages to knowledge bases from any MCP-compatible agent.