Discover Awesome MCP Servers

MCP to LangChain/LangGraph Adapter

Okay, I understand. You want me to translate the following English sentence into Chinese: "Adapter that turns MCP server tools into langchain usable tools" Here are a few options, depending on the nuance you want to convey: **Option 1 (Most Literal):** * **将 MCP 服务器工具转换为 Langchain 可用工具的适配器** (Jiāng MCP fúwùqì gōngjù zhuǎnhuàn wéi Langchain kěyòng gōngjù de shìpèiqì) * This is a direct translation and is generally understandable. **Option 2 (Slightly More Natural):** * **一个将 MCP 服务器工具适配成 Langchain 可用工具的工具** (Yī gè jiāng MCP fúwùqì gōngjù shìpèi chéng Langchain kěyòng gōngjù de gōngjù) * This emphasizes that the adapter *is* a tool itself. It also uses "适配成" (shìpèi chéng) which implies adapting *into* something. **Option 3 (Focus on Integration):** * **用于将 MCP 服务器工具集成到 Langchain 的适配器** (Yòng yú jiāng MCP fúwùqì gōngjù jíchéng dào Langchain de shìpèiqì) * This focuses on the *integration* aspect, using the word "集成" (jíchéng), which means "integrate." **Breakdown of the terms:** * **Adapter:** 适配器 (shìpèiqì) * **MCP server tools:** MCP 服务器工具 (MCP fúwùqì gōngjù) * **turns into / adapts to:** 转换成 (zhuǎnhuàn chéng) / 适配成 (shìpèi chéng) * **Langchain usable tools:** Langchain 可用工具 (Langchain kěyòng gōngjù) * **Integrate:** 集成 (jíchéng) **Which option is best depends on the specific context.** If you want a simple, direct translation, Option 1 is fine. If you want to emphasize the adapter's role as a tool, Option 2 is better. If you want to highlight the integration aspect, Option 3 is the best choice.

Blender MCP Server

Exposes 50+ Blender tools (object manipulation, materials, animation, etc.) via MCP for AI-driven 3D workflows and automation.

MCP Yandex Voice

MCP server for Cursor that generates text responses via Yandex GPT and converts them to speech using Yandex SpeechKit TTS, enabling voice replies to user messages.

TradingView MCP Bridge

Connects AI assistants to your local TradingView Desktop app via Chrome DevTools Protocol for chart analysis, Pine Script development, and workflow automation while keeping all data local.

gx3-mcp-server

Provides read-only analysis of Mitsubishi GX Works3 PLC projects via MCP, enabling device tracing, cross-referencing, ladder inspection, linting, and report generation without modifying source projects.

discord-mcp

MCP server for interacting with Discord via REST API, enabling guild, channel, and message operations using a bot token.

TreasuryOS

An AI-powered treasury management MCP server that enables users to perform commercial banking analysis, including cash flow forecasting, idle cash detection, and debt covenant monitoring. It provides tools to surface financial insights and optimize working capital through automated processing of bank and transaction data.

futu-opend-mcp

Read-only MCP server that exposes Futu OpenD's investment-research quote APIs (stocks, options, futures, financials, news, etc.) as MCP tools, leveraging an already-running OpenD gateway with no separate authentication.

diagram-mcp

Renders Mermaid diagrams and Plotly charts to SVG, PNG, or PDF formats via the Model Context Protocol.

us-gov-data-mcp

MCP server for querying US federal contracts and public company financial data from USAspending and SEC EDGAR. Enables searching expiring contracts, screening companies by metrics, and retrieving financial histories.

sophtron-mcp

Query bank accounts, credit cards, and transactions via Sophtron's financial data API. Works with Claude Desktop and any MCP-compatible client.

phison-mail-mcp

Enables AI models to send, receive, search, and manage emails via SMTP/IMAP, including support for attachments, contacts, and advanced search.

SSH MCP Server

Enables AI apps to connect to remote servers via SSH, SFTP, and tunnels.

seeany-sun-mcp

MCP server for SeeAny Sun enabling product image generation, smart creation, task polling, and download via natural language, with demo mode for offline simulation.

cysic-mcp

Exposes the Cysic AI model to any MCP client over stdio, with server-side session memory and a tone-rewriting tool.

Zulip MCP Server

A Model Context Protocol server that enables AI assistants to interact with Zulip workspaces by exposing REST API capabilities as tools for message operations, channel management, and user interactions.

Open Library MCP Server

Connects AI assistants to the Open Library API for searching books and authors, retrieving metadata, and comparing works.

oura-ring-mcp

Provides natural-language access to Oura health data through Claude, with a local SQLite mirror and MCP tools for analyzing patterns with personal annotations.

specrun

MCP server that turns OpenAPI specs into tools and calls API

OpenAlex MCP Server

Provides academic research tools via the OpenAlex API, enabling searches for papers, authors, concepts, institutions, and citation analysis.

spudcoach

A deterministic theorycrafter for the game Brotato, enabling natural language queries about weapons, items, characters, DPS calculations, and build evaluation.

Prompt Refiner MCP Server

Helps systematically refine vague ideas into well-structured prompts through guided clarification and export templates.

AWO MCP Server

Exposes processed AWO facility, address, service, and provider datasets to AI assistants. Enables natural-language queries for counting, searching, detailing, comparing, and analyzing facilities.

capcut-mcp

An MCP server that reads and builds CapCut projects locally, enabling natural language queries about project contents, missing media, and creation of new edits including beat-synced cuts.

Online Boutique AI Assistant MCP Server

MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microservice functions via the Model Context Protocol, enabling any MCP client to manage products, carts, checkout, payments, and shipping.

DREAMVFIA Windows MCP

A lean local Windows automation server providing tools for mouse and keyboard control, screenshot capture, and process management. It enables programmatic interaction with the Windows desktop environment through the Model Context Protocol.

brainiall-mcp-server

AI-powered speech tools by Brainiall: pronunciation assessment with phoneme-level feedback, speech-to-text with language detection, and text-to-speech with multiple voices.

Company API MCP Server

Exposes internal company services as LLM-callable MCP tools, enabling AI agents to perform business operations like customer management, order processing, and support ticketing through natural language.

WordPress MCP Server

Enables AI assistants to interact with WordPress sites through the REST API. Supports multiple WordPress sites with secure authentication, enabling content management, post operations, and site configuration through natural language.

jira-mcp-server

Integrates Jira tickets with GitHub Copilot Chat, fetching ticket details, linked tickets, and metadata to enhance context for AI-driven code suggestions.