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Renders Mermaid diagrams in an interactive viewer with pan, zoom, and split-view source editing, enabling LLM hosts to create and edit diagrams through natural language and synchronize updates back to the conversation.

Complete MCP server for the Langdock API - 35 tools, AutoGen multi-agent team

Search stock information, list knowledge base entries, and echo messages for quick testing. Accelerate financial research with fast lookups and simple validation.

An MCP server that leverages multiple Claude instances to provide enhanced responses by sending the same prompt to two separate instances and using a third to combine or select the best elements.

Provides a tool to inspect and execute actions on a scaffolding API through Siren hypermedia links, enabling management of scaffolding resources without endpoint knowledge.

Matches expected payments (pain.001) against observed booked entries (camt.053) for ISO 20022 cash reconciliation, providing explainable match results with scoring and classification.

MCP server for Vybsly AI-first search API, providing full-content web search with 24M+ pages, encyclopedia federation, strict-mode filters, and real-time data tools. Enables natural language search, content extraction, and access to live data like stocks, weather, and news through Claude Desktop, Cursor, or other MCP clients.

Allows controlling Apple Music on macOS through an MCP server that supports playback control, volume adjustment, and music search functionality.

Automated hierarchical memory compression system that prevents context overflow through daily→weekly→monthly→core.

Provides auditable Mumbai route lateness metrics, including route ranking, performance summaries, and trip-level evidence, derived from a reloadable CSV dataset.

MCP server that provides real-time stock quotes and company summaries using the Alpha Vantage API. It enables natural language financial data queries in Claude Desktop and other MCP clients.

A server that implements the Model Context Protocol (MCP) on Cloudflare Workers, allowing Claude to access external tools through a secure OAuth login system.

Enables comprehensive IP address intelligence and geolocation lookups through IPInfo's API. Provides 25+ tools for IP geolocation, ASN information, privacy detection, WHOIS lookups, and network analysis with strongly-typed responses.

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive tools to interact with Contentful APIs.

Give an AI agent a phone — an MCP server (+ Python SDK & CLI) that lets AI agents place real phone calls over SIP. Built on PJSIP.

A basic MCP server template that provides a foundation for building custom tools, resources, and prompts. Serves as a starting point for developers to create their own MCP server functionality.

MCP Prompt LocalDev provides a development environment for creating and testing custom prompts using the Model Context Protocol. Built by gpaul, it offers a TypeScript-based framework with three pre-configured prompt templates for API architecture planning, GitHub workflow setup, and new project initialization. The implementation includes robust development tooling with ESLint, Prettier, Jest for testing, and Husky for pre-commit hooks that ensure code quality. This server is particularly valuable for developers who want to create, test, and refine structured prompts locally before deploying them in production environments.

Exposes read-only PostgreSQL queries as typed MCP tools, enabling natural-language data analysis while keeping raw tables hidden and enforcing safety limits.

Unofficial MCP server for BUPT mobile academic system, enabling querying of today's empty classrooms, course schedules, and combined overview.

A Python-based microservice that scrapes, deduplicates, and stores fresh job listings from multiple platforms. It enables users to access and filter a live feed of job data through a REST API for integration into portfolio sites and other applications.