Semantic Scholar MCP Server

Channel management and messaging capabilities

LeaseIQ Pro gives AI agents an exact, deterministic calculation engine for lease finance. LLMs cannot reliably do compounding interest, iterative solvers, or amortization by hand; this server does, with results regression-tested against Excel-verified values. Tools: calculate_lease (commercial equipment payments), solve_lease_structure (reverse rate/term/residual solver), generate_amortization_schedule (full period-by-period schedule), calculate_auto_lease (consumer car lease with money factor and state tax methods), calculate_auto_loan (auto purchase financing). Remote hosted at https://leaseiq-pro.mcpize.run/mcp. Pay-per-call via x402 (USDC) or subscription via MCPize.

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.

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.

AI image generation using various models

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

Free energy intelligence for AI agents — no API key required: check_incentives (honest post-2026 US incentive guidance by ZIP, DSIRE-grounded), estimate_production (honest-range solar kWh from system size or monthly bill), get_node_score (instant 0-100 home Energy Node Score across 7 axes + highest-leverage next action), and route_lead (submit a consented homeowner project; an autonomous agent finds, vets, and routes a real local installer — attach your free key to earn a 20% conversion bounty). Deeper tools (full roadmaps, Quote Guardian review) billed per call via prepaid x402 micropayments. Every call is metered in bits and joules on the public physics ledger at energyaisolution.com/physics. Docs: energyaisolution.com/agents. Plain REST also available: POST api.energyaisolution.com/api/v1/agent/{tool}.

高德地图官方 MCP Server

Secure file operations with configurable access controls

Browser automation and web scraping

Web and local search using Brave's Search API

百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。

MCP server for interacting with Neon Management API and databases

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.

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

A high-performance, secure, and production-grade Model Context Protocol (MCP) server built with TypeScript, providing comprehensive filesystem operations, advanced text search & replace, image processing, and Tesseract OCR capabilities. Designed for LLM agent integration, it delivers strict input validation, standardized response structures, streaming large-file processing, and multi-transport remote deployment support. Core Features Full Filesystem CRUD & Directory Management：Complete file/directory creation, deletion, copy, move, metadata query, and existence verification. Supports recursive full-directory tree replication and safe move operations with conflict protection. Streaming File I/O for Large Files：Implements segmented text reading, chunked binary streaming reading, text/binary overwriting and appending. Avoids full memory loading, perfectly supporting GB-level large file processing. Advanced Text Search & In-Place Replace：Directory-wide recursive content search, single/multi-file contextual matching with preview lines, regular expression support, case-insensitive matching, and precise in-file text replacement with change statistics. Professional Image Processing Suite：Built-in high-performance image resize (aspect ratio lock support), precise crop, and arbitrary-angle rotation based on Sharp, covering mainstream image editing scenarios. Cross-Platform Tesseract OCR：WASM-first OCR recognition with customizable local Tesseract binary and tessdata paths, supporting multi-language text extraction from images without local engine installation dependency. Strict Strict Input Validation & Standardized Response：All tool schemas enable strict additional property prohibition, with unified success/error response structures for consistent client parsing and error handling. Multi-Standard MCP Transports：Natively supports three official MCP transports: stdio (local client), SSE (legacy remote stream), Streamable HTTP (modern bidirectional remote transport). Full TypeScript Type Safety：Complete type definitions for all tool parameters, response structures, and transport configurations, ensuring runtime stability and development friendliness. 1. Run without installation npx -y fsext-mcp-server --lock-root /your/workspace # Default STDIO transport with lock root support npx -y fsext-mcp-server --transport stdio npx -y fsext-mcp-server --transport http --host 0.0.0.0 --port 8080 --origin * # Streamable HTTP transport npx -y fsext-mcp-server --transport sse 2. Installation Global Installation (Recommended for CLI Usage) npm install -g fsext-mcp-server Local Project Installation npm install fsext-mcp-server 3. Startup Commands 3.1. Default Stdio Mode (For Claude Desktop / Cursor / Local MCP Clients) # Default stdio transport for local agent integration fsext-mcp-server-ts fsext-mcp-server # Short alias fsext-ts fsext 3.2. SSE Remote Transport Mode fsext-mcp-server --transport sse --host 0.0.0.0 --port 8000 Endpoints: SSE Stream Subscription:http://<host>:<port>/sse Client Request Channel: http://<host>:<port>/messages 3.3. Modern Streamable HTTP Transport Mode fsext-mcp-server --transport http --host 0.0.0.0 --port 8000

Playwright MCP server

Pay-per-call Solana token rug-risk intelligence via x402. get_token_intel(mint) returns a composite verdict (CLEAN→RUGGED) with LP-lock depth (per-pool TVL, locked %, burn %), top-10 holder-lock status, mint/freeze/close authority flags, insider detection, and a weighted RugCheck + GoPlus + on-chain score. $0.01 USDC, no API key — your agent pays a cent and gets the answer in ~3s.

Security scanner for MCP servers — vet an MCP before you wire it into an agent. Detects prompt-injection, credential exfiltration (via taint analysis), RCE, and supply-chain risks, and catches cross-server exfil chains no single server reveals. Zero-dependency local CLI, SARIF output, CI-gateable, no account.

Connect your portfolio to Claude, ChatGPT, or Codex to analyze it and make smarter investments.

Retrieving and analyzing issues from Sentry.io

基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题； Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"