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A boilerplate MCP server built with Python and FastMCP, ready for deployment on Render, with example tools and logging.

Gaia Vault MCP enables secure, type-safe interaction with Azure Blob Storage via the open Model Context Protocol (MCP) for seamless file management.

Create and manage TCP/UDP tunnels between ZTM network endpoints.

Enables retrieval-augmented generation by allowing LLMs to search documents in a local folder using vector similarity, supporting multiple file formats.

Remote MCP server for searching, booking, paying, and canceling hotel stays via Travala, with USDC payment through Algorand x402.

Enables AI agents to access comprehensive sports data including football, basketball, American football, and hockey leagues via 11 tools, with no API key required.

Captures learnings, errors, and corrections to enable continuous improvement.

Live Excel MCP server for macOS that interacts with running Excel instances in real time via AppleScript, enabling instant read/write, formula support, and VBA macro execution.

Memecoin Intelligence MCP — 9 tools: rug check, momentum, whale watch, 80+ chains.

AI-powered code review for Q/kdb+ — catch bugs in the most terse language in finance.

Autonomous B2B brand growth agent that sources new media creators & orchestrates partnership campaigns (Astute style)

Auto-generates comprehensive API docs from code.

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

Hardware voice recorder audio processor & task dispatcher (SecondBrain style)

Japanese & Global Stock Market MCP Server for Claude, Cursor, VS Code. Real-time quotes, technical analysis, market screening.

A read-only MCP server that detects scam indicators in transaction and part-time job postings, returning a risk score and evidence.

Ads Libraries MCP server: connect Ads Libraries to Claude, ChatGPT, Cursor and Claude Code. Hosted remote MCP for competitor ad research across Meta, Google, LinkedIn, Microsoft and TikTok ad libraries.

Instant full-stack web application code generator and builder

Deploy a remote MCP server on Cloudflare Workers without authentication, allowing connection from AI Playground and Claude Desktop.

Provides authenticated local MCP bridge for brawsr browser sessions, checkpoints, rewind, and fork operations via stdio, using the official @brawsr/sdk.