发现优秀的 MCP 服务器

Sumo Logic MCP Server

Enables interaction with Sumo Logic's REST APIs through MCP, allowing log search, dashboard management, metrics querying, collector and monitor operations.

research-assistant

Enables AI-powered research by breaking a topic into subtopics, gathering information via agents, and compiling a report. Integrates with LangGraph and RAG for orchestration and contextual retrieval.

figma-mcp

Custom MCP server for the Figma REST API that enables inspecting file structures, nodes, styles, components, variables, and exporting images, with optional comment posting. It is read-only except for posting comments and is designed for use with Claude Code.

KCSC Standard MCP

Parses Excel/PDF construction calculations and retrieves Korean construction standards (KCSC/KDS/KCS) for AI-driven review, enabling automated structural calculation verification.

screener-mcp

MCP server that provides access to screener.in financial data for Indian stocks, enabling queries for company info, financials, ratios, quarterly results, shareholding, and stock screening.

Bambu Project QA MCP

MCP server for pre-print QA of Bambu Studio projects, providing tools to inspect models and 3MF files, validate risky settings, create support variants, and open files in Bambu Studio.

Enola

Enola. is a local Model Context Protocol (MCP) server. A deterministic map of your codebase for AI coding agents — the real architecture, extracted from your source, not guessed.

silkworm-mcp

A full-featured MCP server for building scrapers, with tools for page fetching, HTML parsing, CSS/XPath querying, and spider generation using silkworm-rs and scraper-rs.

electron-test-mcp

Enables AI models to test and interact with Electron applications using Playwright, supporting CDP connection and app launch modes.

abyss-mcp

Official MCP server to integrate Abyss project context into AI apps and terminals, enabling seamless login and project access.

minecraft-developing-mcp

MCP server that helps AI agents inspect Minecraft project evidence (crash logs, mod files, datapacks) before writing development code.

tdrest

Enables making REST API calls to Teradata cloud services including Elastic Compute, Vector Store, OMS, and QueryGrid. Supports custom authentication, Socks5 proxy, and multipart file uploads.

AI Project OS MCP

Enforces engineering governance for AI-driven software projects, ensuring state over prompt, freeze over generate, and audit over output through the 5S workflow.

dsh-jiey-browser

Enables DeepSeek Harness agents to control a real Jiey Browser instance via MCP, providing tools for web navigation, interaction, and data extraction.

tableau-lineage-mcp

Enables AI assistants to read and audit Tableau .twbx workbooks locally, providing tools for dependency tracing, field listing, SQL queries, filters, and semantic diffs.

MCP for YNAB

A fast, safe MCP server for YNAB providing read-only budget access by default, with 28 tools for budgets, transactions, categories, payees, accounts, scheduled transactions, and server-computed analytics.

MCP-AI-Gateway

Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and local Ollama providers, with OpenAI-compatible APIs, MCP tools, fallback/racing router, monitoring, and web dashboard.

StillOS

MCP server providing calibrated prediction signals for Kalshi CPI/GDP markets and tamper-evident claim notarization with Ed25519 receipts.

EDHREC MCP Server

Enables Claude to access EDHREC's Commander deckbuilding data, including recommended cards, synergies, combos, and average decklists.

ibge-data-mcp

Enables LLMs to access Brazilian IBGE statistical data (population, economy, agriculture) via natural language, with tools for querying aggregated data and metadata.

Auth0 Forms MCP

Enables authenticated MCP apps to expose and interact with Auth0 Forms, submitting form data directly to Auth0 while only completion status is returned to the agent.

Google CrUX MCP

Enables natural language queries of the Chrome UX Report API to fetch Core Web Vitals (LCP, INP, CLS, FCP, TTFB), compare form factors, benchmark pages against site averages, and analyze up to 40 weeks of performance trends.

openmemkit

Enables AI agents to maintain a persistent, queryable memory stored as user-owned Markdown files, with dual-channel retrieval (FTS5 and optional semantic search) and an audited write pipeline.

poranos-mcp-ainpc

Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conversation logs via natural language, including scenario versioning and audit logging.

Marketic

An MCP server providing 32 marketing intelligence tools for competitive analysis, content generation, campaign management, and analytics, enabling MCP-compatible agents to execute marketing operations natively.

playwright-report-mcp

An MCP server for running Playwright tests and reading structured results, failed test details, and attachment content, designed for AI agents doing test failure analysis.

dokploy-mcp-server

A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.

exo

An MCP server that ingests various data sources and uses LLMs to compile them into structured knowledge pages, enabling hybrid search and integration with AI coding tools like Claude Code and Cursor.

social-search-mcp

MCP server providing X/Twitter and Reddit search tools for AI agents, returning raw social media data with cleaning and re-ranking, including full Reddit comment tree reading for cost-effective synthesis.