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Provides a natural language interface for scRNA-Seq analysis using the Scanpy library, supporting operations such as data preprocessing, clustering, and visualization. It enables AI agents and clients to perform complex single-cell transcriptomics workflows through the Model Context Protocol.

Copyright deposit API — protect code, text, and websites with Berne Convention proof

Real User Monitoring for Core Web Vitals. MCP server connector for CoreDash.

Validates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) against authority-pinned rules and explains failures.

An MCP server that enables AI assistants to make HTTP requests and download files using curl, allowing them to interact with web APIs and content.

MCP server for sharing markdown/text as beautiful, permanent web pages via plsreadme, with tools to share files/text, update and delete docs, and list previously shared links.

Integrates the Hanzi Writer JavaScript library into Claude Desktop to render animated stroke order diagrams for Chinese characters. Accepts a character as input and returns an animation showing the correct stroke sequence, supporting both simplified and traditional Chinese. Designed as a supplementary tool for language learners studying Chinese character writing.

Persistent, correction-driven memory for AI agents. Cross-session, cross-platform (Claude Code, Codex, Gemini — any MCP client). Learns from mistakes, compresses context to save tokens, consolidates knowledge overnight. npm: agent-recall-mcp

Customer review aspect-level sentiment mining engine extracting satisfaction radar breakdown

Enables AI assistants to interact with Implem.Pleasanter project management systems, supporting issue management, advanced search, analytics, bulk operations, and team productivity insights through natural language.

Enables AI assistants to execute SuperSQL queries on data files and SuperDB databases without shell escaping issues. Supports querying, schema inspection, database pool management, and provides LSP features for code completion and documentation.

Multi-agent swarm combinatorial auctioneer decomposing objectives and allocating subtasks based on bids

AI Studio Workspace Approval Gate is a paid remote MCP service for managing workspace approval workflows in AI Studio. It enforces approval gates, generates structured receipts and audit logs, and produces reviewer-ready evidence for workspace compliance. Requires paid bearer token.

A Model Context Protocol (MCP) server that enables AI assistants to access FreeCodeCamp resources through RSS feeds.

GenPark AI Agent Skill: office-bridge (Inspired by GenPark 2026 Features)

Connect any MCP client to Kognite — hosted long-term memory for AI agents. Manifest + configs for the dev.kognite/memory server.

Create Topaz AI tasks through RunAPI — 2 endpoints, 2 models — then poll status and check pricing.

MCP server for CFFBRW — AI workflow compiler for Cloudflare edge

Continuously verified registry of the APIs, MCP servers and CLIs that AI agents call — live health checks, reliability history, and an anonymous MCP endpoint agents can connect to without a consent screen.

Enables AI agents to control Blender 3D software through natural language commands, supporting object creation, manipulation, materials, rendering, and scene management with 22 tools organized across 6 categories.