发现优秀的 MCP 服务器

MCP Calculator

A protocol implementation that extends AI capabilities through a WebSocket interface, enabling mathematical calculations, email operations, knowledge search, and remote device control.

spec-score-mcp

Score your specs before an LLM builds from them. Scores on 4 axes (completeness, clarity, constraints, specificity), calculates a balance score, and returns a verdict with radar chart visualization.

Get笔记 MCP Server

Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search and retrieval. Provides tools for enhanced semantic search, raw content recall, and rate limit monitoring.

multi-agent-mcp

Orchestrates multiple AI agents (Product Manager, Software Architect, Engineer, QA, Reviewer) to collaboratively plan, design, implement, review, and improve software development projects via MCP tools.

marrow

Enables coding agents to access structured product context (decisions, goals, evidence) from meetings and tools, ensuring they build from actual product decisions.

PinMeTo Location MCP

An MCP server that connects your PinMeTo locations to AI assistants, enabling natural language queries for insights from Google, Facebook, and Apple Maps.

Nutrient Document Engine MCP Server

Enables AI agents and users to process documents through natural language, supporting PDF operations like text extraction, redaction, splitting, form filling, annotations, and content search.

Meta Ads Engine

A clean-room Meta Ads MCP server that lets you build, launch, and read Meta ad campaigns via Claude Code using a single system-user token.

chatlab-mcp

Enables AI assistants to query local ChatLab chat history using natural language, with tools for session listing, message retrieval, and analytics.

OctoBoost SEO MCP Server

Exposes the OctoBoost SEO API as MCP tools so agents can audit websites with compact, structured results instead of fetching and parsing raw HTML.

Music21 Composer MCP

A composition-focused server built on music21 for generative music workflows, enabling melody generation, musical transformations, chord reharmonization, counterpoint creation, and MIDI export through constraint-based algorithmic composition tools.

agent-guardrail

A runtime gate for coding agents. Blocks the tool calls that wreck a repo (force-push main, rm -rf, secret exfiltration, CI wipe) and lets normal build and commit work through. Machine-checked git-branch core (z3); the rest is high-precision heuristics. Tested on 3,790 real CI commands, 0 false blocks.

multi-mail-mcp

Enables AI agents to access multiple Gmail/Google Workspace accounts for searching and reading mail, calendars, and attachments.

PineScript MCP Documentation Server

AI-optimized MCP server for PineScript v6 development, providing comprehensive documentation access, style guide adherence, and code review capabilities.

Ayuda Venezuela MCP

Bot to amplify crisis information in Venezuela by tweeting predefined templates and mentioning key accounts.

AgentGo MCP Service

A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.

polymarket-mcp-server

Polymarket prediction markets for Claude — market search, order books, price history, and a liquidity-rewards scanner. Credential-free.

Laravel MCP Companion

Provides instant access to comprehensive Laravel ecosystem documentation including multi-version core docs (6.x-latest), Laravel services (Forge, Vapor, Nova, Envoyer), and 42,000+ lines of community package documentation with intelligent search and use-case mapping.

suzuri-mcp

Enables AI assistants to create custom merchandise on SUZURI, including uploading images, generating text designs, and placing them on 450+ items, as well as searching and managing products.

mcp-recreation-gov

Wraps the Recreation Information Database (RIDB) API to enable querying recreation.gov data such as campsites, facilities, and permits via natural language.

PostgreSQL MCP Server

Enables interaction with PostgreSQL databases through resources, tools, and prompts for data analysis, including listing tables, executing read-only queries, and generating analysis workflows.

Arena MCP Server

Enables running position-driven adversarial debates and code reviews between AI agents via MCP tools, supporting custom positions, multiple rounds, and local CLI models like Claude, Codex, and Gemini.

Dex MCP Server

Provides AI agents with comprehensive contact relationship management (CRM) capabilities through the Dex API, enabling management of contacts, notes, and reminders.

Jokes MCP Server

Enables users to retrieve jokes from various categories including Chuck Norris jokes and dad jokes. Provides a humor-focused tool that can be integrated into Microsoft Copilot Studio agents for delivering appropriate and engaging jokes upon request.

SiliconFlow-Vision-MCP

An MCP server that provides 8 vision tools for UI screenshot to code, OCR, error diagnosis, diagram understanding, data visualization analysis, UI diff, and image/video analysis, plus model list query, powered by SiliconFlow's multimodal API.

davinci-resolve-lite-mcp

Enables AI clients such as Claude Code to control DaVinci Resolve, including the free Lite edition, through a local HTTP server that runs inside Resolve's Scripts menu. It exposes 163 tools for editing, color, rendering, media pool, and Fusion title styling.

filed-mcp-server

An MCP server that gives AI agents access to US business entity data, enabling searches across 9 state registries, SEC EDGAR filings, federal contracts, and lobbying disclosures.

hypercho-games-publisher

Enables AI agents to validate and publish game bundles to the Hypercho Games marketplace, including uploading browser builds, banners, screenshots, and metadata.

Proxmox MCP Server

Enables comprehensive management of Proxmox Virtual Environment through 35 tools for VMs, containers, storage, backups, snapshots, and cluster operations via the Proxmox VE API.

davinci-resolve-mcp

Drive DaVinci Resolve from Claude Code (or any MCP client) to edit videos on the free Community edition, using a bridge to bypass scripting restrictions.