"Jio" matching MCP servers:

AI-powered multi-voice audiobook creation platform. Provides tools for pricing, language support, use cases, onboarding, FAQ, alternatives comparison, and cost estimation. npx echo3s-mcp

Real-time cluster health monitoring, pre-request NLMS latency prediction, and intelligent prompt routing across multi-instance LLM backends (vLLM, Ollama, SGLang, TGI).

AI visibility monitoring. 23 tools for 8 LLM platforms. 19 tools free without API keys.

Classifies text into structured semantic units with authority, risk, and attention scores. Enables deterministic preprocessing for AI agents to filter and route content without using an LLM.

Generate personalized apologies for any situation with adjustable sincerity level, recipient, and reason.

Provides tools to retrieve incidents from the AI Incident Database, including full incident details by ID, recent incidents, and classification taxonomies.

Papers With Code MCP — browse ML research papers and their code repositories.

Generates dating profile bios with embedded red flags using the StupidAPIs.

Analyzes text for passive-aggressive language, returning severity score, flagged phrases, and suggested direct responses.

An MCP server that enables AI agents to interact with Red Hat OpenShift AI environments, providing tools for project management, workbench operations, model serving, and more.

Wraps IPQualityScore's fraud-prevention API to enable AI agents to check IP reputation, email verification, and other fraud detection data through natural language queries.

Provides open-source machine translation capabilities, including language detection and listing supported languages, via a customizable LibreTranslate endpoint.

Search and retrieve models, datasets, and spaces from Hugging Face Hub. Enables browsing trending items and getting detailed info on repos.

Wraps LibreTranslate API to enable translation capabilities for AI agents via MCP.

Enables text translation using DeepL API, supporting source/target languages and up to 500k free characters per month.

Provides AI agents with up-to-date briefings on AI tools, models, and industry developments, enabling them to stay current by querying recent releases, news, and timelines.

OpenReview MCP — ML conference submissions and reviews (API v2)

Enables MCP-compatible AI agents to retrieve quantum-computed portfolio optimisation, VaR simulations, AI-enhanced sentiment and regime detection, and cross-asset risk signals through simple metric tools.

Predicts age from a first name using agify.io, no authentication required.

Enables AI agents to run open models such as Flux, Llama, and Whisper and to manage the resulting predictions, deployments, and model metadata. Supports starting, polling, streaming, and cancelling runs, with webhook notifications for completion.