发现优秀的 MCP 服务器

ErrorLens MCP

Provides structured error classification and recovery guidance for MCP agents, turning opaque failures into actionable retry and state information.

Activity Collector MCP

Collects and aggregates developer activity data from GitLab, GitHub, Google Calendar, and Outlook Calendar. Enables tracking of commits, pull requests, code reviews, issues, and meeting information across multiple platforms with secure OAuth authentication.

figmingo-mcp

Local-first Figma MCP server providing unlimited read access via Personal Access Token, HTML replica generation with parity verification, and write-to-canvas through a companion plugin bridge.

Generect Live API MCP Server

MCP server for B2B lead generation and company search using the Generect Live API. Provides tools to search leads, companies, generate emails, and get lead by URL.

NotebookLM MCP Server

Enables AI agents like Claude and Cursor to directly query Google's NotebookLM for zero-hallucination answers based on your uploaded documents, eliminating the need for manual copy-pasting and providing expert-level synthesized responses with source citations.

fing-mcp-server

Exposes Fing network devices and presence data to MCP clients over HTTP using both Streamable HTTP and SSE.

skill2mcp

Converts SKILL.md documents into MCP-ready tool definitions and generates a deployable MCP server package.

Nabo MCP Lite

A local MCP browser control bridge that enables control of Chrome browser via 14 tools for tabs, navigation, page reading, and interaction.

Canon MCP

Serves as the serving layer for Canon governed context repositories, enabling AI agents to query domain knowledge through DAX and SQL queries with user identity via Entra OBO.

yandex-metrika-mcp

Enables natural language queries to Yandex Metrika analytics, allowing users to ask questions about traffic, sources, and user behavior without dashboards or SQL.

rednote_mcp

小红书 MCP 服务器，支持各种操作。

Dataverse MCP Server

Enables comprehensive management of Microsoft Dataverse environments, including schema operations for tables, columns, and relationships through the Dataverse Web API. It also supports solution management, security role configuration, and the generation of WebAPI calls and Mermaid ERD diagrams.

Lightning Wallet MCP

Bitcoin Lightning Network Wallet for AI Agents and the Command Line.

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.

snip-mcp

An MCP server for capturing screen regions directly into Claude Code conversations via hotkeys or tool calls. It provides Windows-specific screen snipping with multi-monitor support, persistent storage, and automatic management of captured images.

SevereMCP

Enables AI agents to control Severe's Luau scripting environment, allowing operations like running Luau, inspecting the game tree, reading memory, and building ESP from chat.

xiaofenshen-mcp-server

Exposes Xiaofenshen's public read-only APIs as MCP tools, enabling agents to read shared content, list image prompt templates, and fetch product documentation.

gate-local-mcp

Exposes the full Gate API v4 to MCP clients with 384 tools for spot, futures, margin, wallet, and more. Supports both public endpoints (no auth) and authenticated trading operations.

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.

marrow

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

Playwright Automation MCP Server

Enables AI-powered browser automation controlled through natural language, integrating Playwright with the Model Context Protocol to perform web interactions like navigation, form filling, and screenshots.

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.

Full Stack Web Dev Toolkit MCP Server

Delivers curated documentation, quickstart commands, and stack recommendations for modern full stack web development through MCP-enabled AI assistants.

MCP Calculator

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

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.

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.

eToro MCP Server

MCP server connecting AI assistants to eToro for portfolio analysis, market research, and trading, with 35 tools.

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.

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.

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.