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Generate AI music through Claude with this MCP server powered by ACE-Step 1.5.

Greek-language client correspondence — submission confirmations, summaries, document requests, reminders.

A local MCP server that wraps the Obsidian CLI to give AI assistants direct access to read, edit, and manage notes within an Obsidian vault. It enables advanced operations such as frontmatter property management, context-aware searching, and the execution of internal Obsidian commands.

MCP-Claude-Enhancements is a collection of utility servers that extend Claude's capabilities through simple, focused tools. Created by Apoorv Vishnoi, it includes modules for greeting users, counting desktop files, saving conversations to text files, and a smart context handler. Each server is built with FastMCP and designed to be easily configured through the provided JSON configuration file. The implementation demonstrates practical ways to enhance Claude's functionality with everyday tasks while maintaining a lightweight, modular approach that allows users to selectively enable the tools they need.

MCP server that helps AI agents create UIs that don't look AI-generated by auditing components, refining copy, suggesting themes, and checking accessibility/contrast.

Logs tool call results, calculates reliability scores, and generates reports for AI agents, helping entrepreneurs measure agent reliability without paid APIs.

Runs .NET tests, parses Cobertura XML coverage reports, identifies uncovered code branches, and assists with appending test cases to improve coverage. Supports configurable filesystem access restrictions for shared environments.

Robot Speed MCP Server — Connect your AI assistant to your SEO content engine. Works with Claude, ChatGPT, Cursor, Windsurf, and more.

Search, discover, and register AI agents in the public registry at agentlookup.dev.

Query Île-de-France Mobilités (IDFM) PRIM/Navitia.

WeatherOracle — Real-Time Weather Intelligence MCP Server | 10 tools | Current, forecast, air quality, marine, astronomy | Part of ToolOracle

OpenAPI schema to in-memory MSW client mock service synthesizer (MirageJS)

Compute log mean temperature difference for heat exchanger analysis. Choose Celsius or Fahrenheit to match your standards. Accelerate design, sizing, and troubleshooting with fast, reliable results.

Integrates Ollama's local AI models with MCP clients, enabling listing models, viewing model details, and asking questions to models.

Deep research multi-source consensus arbitration engine evaluating authority & contradictions

Ship a real marketing site from your coding agent: domain, HTTPS and a working inbox.

Federal + state government contracts, awards, jobs, and B2B subcontracting for AI agents.

Exposes machine-readable Japanese crypto-asset tax rules with statutory citations, tax parameters, and transition logic for AI agents.

Enables real-time stock price retrieval and inline financial calculations via MCP, leveraging Yahoo Finance data.

mcp server implementation for TestIT test management system