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MCP server that routes natural language requests to structured tool calls using a LoRA-tuned small language model, with built-in validation, retry, and fallback recovery.

An MCP server that provides real-time date, time and time zone information for AI assistants.

Enables searching and retrieving academic paper metadata from Semantic Scholar, including paper details, citations, and author information.

Australian core banking sandbox: Spring Boot microservices with Saga/Outbox/CDC, Istio service mesh, full observability stack( Jaeger + Prometheus + Loki + Grafana), and a Claude MCP server for AI-driven root cause analysis.

Whitelist autopilot for Yandex Lavka: dry-run/live grocery ordering with guards, rotation, holiday pauses, Telegram alerts

MongoDB MCP Server provides a bridge between LLMs and MongoDB databases, enabling natural language interaction for database operations. Built with Go and the mcp-go library, it offers tools for collection management, document operations (find, count, insert, update, delete), and index manipulation. The server supports Server-Sent Events (SSE) and is configurable through a simple YAML file, making it ideal for developers who want to give AI assistants direct access to MongoDB data without writing complex database queries.

Spotify MCP Server enables AI assistants to control Spotify playback through natural language commands. Built with Bun and the Model Context Protocol, it exposes tools for playing tracks, pausing music, skipping songs, searching Spotify's catalog, and retrieving information about currently playing tracks. The implementation handles Spotify authentication and token management, making it easy to integrate with MCP clients like Cursor or Claude for Desktop for seamless music control without leaving the conversation interface.

An MCP server that enables cross-chain token transfers via the Stargate protocol.

Clone, scrape and crawl any website. Free Firecrawl alternative with no API keys or rate limits.

This is a very basic implementation of a multi-agent system that connects an Autogen LLM client to one or more MCP (Model Context Protocol) tool servers. You can use it as blueprint for making your MCP workflow from scratch. 🚀

An MCP server that enables interaction with Google Firestore in Datastore mode for entity management and querying. It provides tools for CRUD operations, aggregation queries, and transaction execution within Google Cloud projects.

Enables AI agents to generate music and audio content using the MiniMax Music API through text prompts, with support for reference audio and lyric generation.

Cross-platform command execution server that intelligently adapts shell commands to the operating system and detects project-specific package managers (npm/bun, pip/poetry), with runtime-editable command mappings per project.

An MCP server that connects AI assistants to the bunq Partner API, enabling natural language management of partner onboarding, including provisioning users, KYC, accounts, payments, cards, and compliance.

Hosted MCP for denial, prior auth, reimbursement, workflow validation, batch scoring, and feedback.

Enterprise MCP servers are compared by one standard: how much static context they force into the room.

Provides AI access to the Fluent WordPress plugin suite including FluentCRM, Fluent Support, Fluent Boards, Fluent Community, and FluentAffiliate. Offers 175 tools total across contact management, support tickets, project boards, community features, and affiliate tracking.

Wraps the Fixerra admin API funnel dashboard endpoint to provide booking funnel analytics. Supports customizable funnel queries with date ranges, issuer/partner/segment filters, daily snapshots, and side-by-side period comparisons with JWT token management.

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MCP server that fact-checks claims — verify_claim tool with signed receipts