MCP Coding Server Demo with Claude AI

PatSnap Innovation Report Generator MCP is a Model Context Protocol server that connects AI agents to PatSnap's Innovation Report Generator capabilities. Turns analytical results into deliverable reports and task-based outputs. It supports enterprise reports, patent value reports, and novelty-check reports for technical ideas, with download and similar-patent comparison support to help teams produce standardized materials more efficiently. It is suitable for client delivery, internal reporting, and pre-sales support.

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

One API for Search, Crawling, and Sitemaps

PatSnap Chemical Molecular MCP is a Model Context Protocol server that equips AI agents with chemical intelligence capabilities, covering compound structure search, fragment analysis, and ADMET property prediction. Built on PatSnap's global life sciences platform, it accelerates molecular evaluation and lead optimization in early-stage drug discovery.

Find warm LinkedIn leads via AI. Enrich contacts, unlock comments, deliver to Slack.

Automatically create a remote browser to complete your specified tasks, developed based on Browser Use + Sandbox. 自动创建一个远程浏览器，完成你指定的任务，基于Browser Use + Sandbox开发。

Enigmata MCP provides AI clients with secure access to personalized Enigmata astrological forecasts, including day, week, month, and thematic forecast contexts. Forecasts contain the percentage of favorability of any day and the probability of any event. It helps assistants retrieve structured guidance, compare forecast periods, search themes, check profile readiness, and complete required solar-location setup when needed. Tools get_mcp_capabilities - Returns metadata about the available Enigmata MCP tools and their capabilities. get_day_forecast - Returns an AI-friendly personalized day forecast. get_day_forecast_section - Returns a specific section of a day forecast, useful when a client needs smaller responses. get_week_forecast - Returns an AI-friendly personalized week forecast. get_month_forecast - Returns an AI-friendly personalized month forecast. get_theme_forecast - Returns a forecast for a selected theme, including favorability or probability context. get_theme_best_days - Returns the best days for a selected forecast theme. compare_theme_days - Compares two dates for a selected theme without returning the full theme calendar. get_theme_probability_trends - Returns the subscription-period probability trend for a selected theme. get_theme_catalog - Returns the user’s saved themes and popular available themes. search_themes - Searches forecast themes and returns ranked candidates for precise theme selection. compare_forecasts - Compares two day, week, month, or theme forecast contexts. get_profile_readiness - Returns the user’s profile and onboarding readiness for forecast access. get_solar_requirement - Checks whether a solar meeting city is required for the user’s forecast flow. search_cities - Searches cities that can be used as a solar meeting place. submit_solar_place - Submits the user’s solar meeting city when it is required to unlock or update forecasts.

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

An MCP server that provides a tool for sending transactional emails via Mailtrap

PatSnap Scientific Literature & Journals MCP is a Model Context Protocol server that connects AI agents to PatSnap's Scientific Literature & Journals capabilities. Provides a unified search entry for scientific literature, journals, authors, institutions, and citation information. It helps users find relevant research quickly, identify key authors and organizations, and understand the influence of a study through citation signals. It is suitable for topic research, literature reviews, scientific intelligence, and study planning.

Fetch any webpage as clean markdown, search the web, extract links, metadata, and contacts, parse sitemaps and RSS feeds, batch-check URL statuses. 8 production tools in one server.

Browser automation and web scraping

Self-hosted long-term memory for AI agents. An MCP server that gives agents persistent, hierarchical recall (L0–L3) over pgvector — retain preferences, decisions and observations, then recall them by topic across sessions. MIT, clone-and-run, requires Postgres + pgvector.

Zhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.

MCP Advisor & Installation - Use the right MCP server for your needs

Cryptographic identity verification for AI agents — verify on-chain seals, validate Ed25519 signatures, and gate high-risk actions with human-signed approvals.

Pay-per-call API marketplace for AI agents. Discover and pay for metered services in USDC on Arc — no subscription, no account. Agents pay per call, sellers earn instantly.

Get real-time water temperature and tide predictions for any lake, river, ocean, bay, or beach location. Data sourced live from NOAA CO-OPS, USGS, and seatemperature.info. Coverage features 8,000+ locations across North America and major international bodies.

The Superserve MCP server lets any MCP client create and control isolated cloud sandboxes - each one a Firecracker microVM that boots in seconds. Your agent can run shell commands, read and write files, install dependencies, and expose a running server as a public preview URL, then pause or delete the sandbox when it’s done. Secrets are brokered by the platform so credentials never pass through the model, and outbound network access is controllable per sandbox. Works with Claude, Cursor, VS Code, Windsurf, and Codex. Run it locally with npx -y @superserve/mcp, or connect to the hosted endpoint at mcp.superserve.ai - both authenticate with your Superserve API key.

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

Read-only access to your what2post LinkedIn data: synced posts, profile engagement stats, follower growth, and growth goals. Remote, Streamable HTTP server with four read-only tools. Authenticate with your what2post API token (from Settings) as an HTTP Bearer token.

Playwright MCP server

GoodQuote is a price-agreement layer for the agent economy. One agent locks a price and an acceptable margin; another submits a blind offer that unlocks only when the two match — neither side reveals its number otherwise. Stateless and private: no accounts, no database, deals auto-erase. Connect over one URL with five tools.