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Alibaba Cloud Text-to-Speech synthesis service.

Converts a live ROS 2 occupancy map into shareable images (PNG/JPEG/base64) and provides tools for map metadata, coordinate conversion, corner goal finding, and Nav2 navigation commands.

Stateful workflow checkpoint manager calculating state hashes and rollback points

How to build a MCP Server

Bare-minimum Model Context Protocol server templates. Two equivalent implementations: Node/TypeScript and Python. Pick one, copy the folder, edit the tools, ship.

Analyze Amazon listings and categories using Sorftime MCP to deliver detailed competitor insights and automated product selection.

Context-Engine MCP - Agentic Context Compression Suite

Enables creating, listing, and searching project-based documentation with Markdown content, table of contents, full-text search, and multi-client support via Streamable HTTP transport.

Context-aware multilingual document translation engine

Real-time AI-summarised SEC filing intelligence for Claude, Cursor, and any MCP-compatible AI client.

Generate AI-powered videos and images from the terminal using the `agent-media` CLI.

SAM.gov provides access to federal contract opportunities and entity registration data from the System for Award Management via the Pipeworx gateway. Search active solicitations, view awardees, and look up registered entities. Free with no authentication required.

Enables performing web searches and fetching web page content via Ollama's hosted APIs, providing search results and raw page data.

EU e-invoice validation, as a developer API. Check whether an electronic invoice conforms to EN 16931 — the European standard behind France, Germany, Belgium, Poland and the 2030 ViDA mandate — with a single REST call. Structured JSON errors mapped to the official BR-* business rules. No enterprise sales call required.

A cross-platform MCP server that enables Claude to speak using Microsoft Edge TTS with support for over 300 voices across 50+ languages. It requires no API keys and allows for customization of speech rate, volume, and pitch.

GenPark skill: AI-driven scenario prediction and simulation using Mirofish's graph-building pipeline.

Analyzes multi-step AI agent tool chains to compute success probability, identify bottlenecks, and suggest better execution orders, enabling more reliable agents via local pure-math computation.

QRSalt MCP server: make, re-point and track QR codes and short links from your AI assistant.

MCP server for Gitea — manage repos, issues, pull requests & organizations from AI coding assistants

Provides prompt templates and tools for mobile QA automation, including converting manual tests to Appium scripts, analyzing failures, and standardizing bug reports.