发现优秀的 MCP 服务器

Markitdown MCP Server

Converts documents (PDF, DOCX, images, etc.) to Markdown using Microsoft's Markitdown library, with no local setup required. Integrates with AI agents via MCP for seamless document conversion.

SSH MCP Server

Enables AI assistants to securely execute commands, transfer files, and manage port forwarding on remote servers via SSH.

Conversion Service MCP Server

An MCP server for the PDF Tools Conversion Service that enables document conversion to PDF/A, standard PDF, merging, repair, and large file uploads.

Olist Tiny ERP

Read-only MCP server for Olist Tiny ERP, enabling querying of products, inventory, orders, invoices, accounts, contacts, shipping, purchase orders, CRM, and price lists via the official REST API v3.

ClassCraftMCP

An MCP server for creating and validating lesson plans based on the 2022 revised Korean middle school math curriculum, providing context, validation, and rendering tools.

bybit-trading-mcp

Enables AI tools to execute trades and fetch market data across six crypto exchanges via natural language or API, with dual Telegram and MCP interfaces.

SEO Content Analysis MCP

Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Word documents, including keyword analysis, meta tag suggestions, readability scoring, and heading structure validation.

Skyrim Forge Bridge

A safety-first local bridge that gives MCP clients structured Skyrim modding tools without granting arbitrary binary writes or unrestricted shell access.

Ableton DJ MCP

Enables AI-assisted electronic music production in Ableton Live, with built-in genre theory for indie dance, tech house, melodic techno, and house music.

Vibetest Use

An MCP server that launches multiple Browser-Use agents to test websites for UI bugs, broken links, and accessibility issues. It supports automated testing of both live and localhost development sites using natural language prompts.

YouTube Skills for AI Agents

YouTube Skills (TranscriptAPI) is the production API for extracting, searching, and analyzing YouTube content at scale. While other tools break when YouTube changes or cap you at 100 requests/day, TranscriptAPI serves 15 million transcripts monthly at 49ms median response time.

py-mcp-wiki-helper

MCP server to query a Git-hosted Wiki, offering tools to list, search, and read Markdown documents via Codex or VS Code.

lunchmoney-mcp-server-oauth

Self-hostable remote MCP server for Lunch Money with built-in OAuth 2.1, enabling Claude to access transactions, budgets, and more on mobile, web, and desktop.

Validator Ai MCP

An MCP server for validating JSON against schemas, checking email deliverability, verifying URLs, assessing data quality, and validating API responses using RFC-compliant checks and heuristic analysis.

mcp-gcloud-adc-proxy

An auth proxy that forwards requests to remote MCP servers, attaching Google Cloud ADC tokens for authentication. It enables secure access to IAM-protected services like Cloud Run.

grafana-unified-mcp

Enables managing multiple Grafana instances through a single MCP server, routing requests to the correct instance based on an instance argument.

Korean DART MCP

Provides 15 tools covering OpenDART 83 APIs for disclosures, financials, equity, XBRL, plus insider signals, accounting risk scores, and Buffett-style quality checklists, and converts HWP/PDF attachments to markdown for AI assistants.

homelab-mcp

Read-only MCP adapter for Homelab Core that lets AI assistants inspect health, services, redacted logs, nodes, and jobs via a local Unix socket. Optionally enables job queuing when changes are explicitly allowed.

Calgary Open Data MCP Server

Enables AI assistants to search, explore, and query Calgary's open data portal using SoQL, with tools for dataset discovery, metadata inspection, and data querying.

DataImpulse MCP Proxy

Enables fetching public HTTP(S) pages through DataImpulse residential proxies with country, city, and session targeting, plus an exit IP check tool. Includes best-effort SSRF safeguards and response size limits for safe bounded access.

ContextWeave

Universal project memory engine that extracts knowledge from code and git history, enabling AI assistants to query full project context via MCP.

mcp-elicitation-proxy

Let existing MCP servers ask for missing required tool arguments through MCP elicitation, without changing the upstream server.

Enterprise Big Data Copilot

Enables natural-language queries on Trino big data platforms, generating validated, schema-aware SQL via RAG and local LLM inference, and exposes metadata, query, and profiling tools through MCP.

peek

Enables AI agents to drive a database viewer's interface via MCP, allowing them to open tables, run queries, and read results from the same workspace a human sees, with read-only enforcement.

AI Content Moderation MCP Server

Enables content moderation by checking user input against OpenAI's moderation API via Google ADK, with dual SSE/STDIO transport support and integration with local LLMs.

docwriter-mcp-server

A Model Context Protocol server for programmatic creation, modification, and compilation of structured LaTeX documents.

wikimedia-image-search-mcp

Enables AI assistants to search for images on Wikimedia Commons, returning structured metadata and a composite thumbnail grid for visual comparison.

autotest_iot

MCP server that exposes hardware automation tools (build, flash, serial capture, symbolization, relay control) for ESP32-S3 boards, with board-level concurrency locks and remote access.

Canvas MCP Server

Provides read-only access to Canvas LMS data including courses, assignments, grades, and deadlines through 23 structured tools.

hebbian-vault

MCP server for intelligent, use-adaptive Obsidian vault search, ranking files via BM25, PageRank, and Hebbian usage signals. Enables hybrid ranked search, neighboring-note discovery, and vault analytics.