发现优秀的 MCP 服务器

Pandas-MCP Server

Enables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through MCP protocol.

heroui-v2-mcp

A standalone local MCP server that serves HeroUI v2 component documentation, source code, style definitions, and theme tokens by fetching directly from the official GitHub repository.

Voice Transcriber MCP Server

Automatically transcribes Google Chat voice messages using Groq Whisper API, and also supports local audio file transcription.

pharos-guardskill

Pre-transaction security gate for Pharos AI agents that analyzes contract bytecode and on-chain state to assess risks like upgradeability and honeypot controls.

groundlens

Groundlens is a proofreader for what your model writes. It marks the words your sources don't back — and shows you what each one should have said.

BlenderMCP

Connects Claude AI to Blender through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, object manipulation, material control, and integration with Poly Haven assets and Hyper3D model generation.

social-neuron

52-tool MCP server for AI-powered social media management. Create content with 35+ AI models, distribute to multiple platforms, track analytics, and optimize with closed-loop learning.

MCP with Gemini Integration

Implements a Model Control Protocol server integrated with Google Gemini LLM, providing a flexible framework for building AI-powered applications.

TDengine Query MCP Server

A Model Context Protocol (MCP) server that provides read-only TDengine database queries for AI assistants, allowing users to execute queries, explore database structures, and investigate data directly from AI-powered tools.

mwe-mcp

A Markdown wiki-based memory server for AI agents with per-fact access control, attribution, and validity enforcement, enabling multiple users and agents to share a governed knowledge base.

metalift-mcp

Enables AI agents to scrape, crawl, and map websites into LLM-ready markdown via the Metalift API

gcal-mcp

A Model Context Protocol (MCP) server for read-only Google Calendar integration, providing calendar access to AI assistants.

Filesystem MCP Server

镜子 (jìng zi)

mcp-connector

Enables read-only interaction with TallyPrime accounting data, letting users ask accounting questions and retrieve live company information, financial reports, and ledgers without altering anything in Tally.

Gmail & Google Docs MCP Server

Enables AI agents to send Gmail emails, create drafts, and append content to Google Docs through MCP tools. Provides secure OAuth-based integration with Google Workspace.

Aquifer

A MCP Runtime for dealing with spiky agentic traffic in golang

Upvote Club Remote MCP

Remote MCP server for Claude.ai to interact with Upvote Club's API, enabling task creation, status checking, and platform listing via natural language.

chatgpt-webui-mcp

MCP server that drives chatgpt.com via web UI automation using a session token, enabling long-running tasks, deep research, and image generation.

Open Emirates Intelligence

Provides queryable access to official UAE open data through MCP tools, resources, and prompts, with bilingual support and multiple data connectors.

HAL (HTTP API Layer)

HAL (HTTP API Layer) is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models.

binance-announcements-mcp

An MCP server that streams the latest Binance announcements to your AI agents in real time, enabling instant analysis and action on market-moving updates.

citedhealth-mcp

MCP server for CITED Health that allows AI assistants to query evidence-based supplement data, including ingredient evidence grades, health conditions, PubMed papers, glossary terms, and educational guides.

Next.js MCP Server Template

A template for deploying Model Context Protocol servers as Next.js routes using the mcp-handler adapter, enabling easy integration of MCP tools, prompts, and resources into any Next.js application.

Ultra Debugger

Enables comprehensive JavaScript code analysis and debugging using ESLint and custom pattern matching. Identifies syntax errors, potential bugs, code quality issues, and provides actionable fix suggestions for single files or entire projects.

accreta

MCP server that enables AI agents to search, fetch, and analyze a self-maintaining markdown knowledge base with provenance, drift detection, and canonical definitions.

mcp-multi-agent-code-review

Runs a multi-agent code review pipeline via MCP, analyzing git diffs for security, quality, and logic issues and returning a pass/fail verdict.

Advanced PocketBase MCP Server

PocketBase MCP 服务器 (PocketBase MCP Server)

Chrome DevTools MCP

Enables AI coding assistants to control and inspect a live Chrome browser through Chrome DevTools. Provides browser automation, performance analysis, debugging capabilities, and network request monitoring.

research-tools

Exposes web search and page fetching tools via the MCP protocol, allowing integration with AI editors like Cursor for autonomous research workflows.