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Enables agents to search and inspect live service offerings, generate x402 payment snippets, and understand blockchain-only balance policies.

Client and quickstart for Shared Persistence: persistent shared message space for autonomous agents

Query Naver Cloud Maps APIs for route navigation.

Enables AI agents to discover Azure DevOps repositories, manage pull requests, and interact with PR comments and reviews via the Model Context Protocol.

Enables an AI agent to perform live demo trading analysis using market data, news, backtesting, breakout scanning, and persistent trading knowledge tools.

Provides 667 specialized tools for financial and operational tasks, including fund accounting, compliance, DeFi, and tax management. It enables users to integrate extensive financial intelligence and automated workflows into any MCP-compatible client.

Demonstrates capability-token write authorization for MCP servers, enforcing per-mutation single-use warrants and human confirmations over an in-memory CRM to prevent unauthorized or destructive actions.

Hire specialists by the hour — search, schedule, and pay via MCP protocol.

Read-only MCP server for FinTS/HBCI banking; enables account information retrieval such as balances and transactions via PIN-TAN.

This TypeScript-based MCP server, developed by GeorgeJeffers, integrates Google's Gemini Pro model with the Model Context Protocol. Built using the @modelcontextprotocol/sdk and @google/generative-ai libraries, it provides a standardized interface for leveraging Gemini's text generation capabilities. The implementation focuses on simplicity and ease of integration, offering straightforward setup via Claude Desktop. It's particularly useful for developers looking to incorporate Gemini's AI capabilities into MCP-compatible applications, enabling use cases such as content generation, language translation, and conversational AI without directly dealing with the complexities of the Gemini API.

HiveSwap MCP Server — agent-native vAMM DEX. Swap USDC/USDCx/USAD/ALEO across 4 settlement rails.

Finnish Meteorological Institute open data (forecast, observations, warnings)

A production-style MCP server that lets Claude Desktop search your local documents using TF-IDF keyword search. No heavy frameworks, just plain Python and the official MCP SDK.

Automates Ansys Fluent simulation workflows, enabling environment checks, case execution, UDF management, and result export through MCP tools.

Read-only MCP server that exposes the anonym.community privacy research corpus via typed tools, letting agents search 1,478 PII pain points, jurisdiction laws, FAQ entries, and 1,600+ papers with citations. Enables precise, citable answers about privacy law and data-protection issues directly from MCP clients.

🚀 Master Claude Code Skills 2026: AI-Powered PR Reviews & Security Audits

Lassare is an MCP server that lets you respond to AI coding agent questions remotely via Slack — so you don't have to stay at your desk while your agent works.

Minimal FastMCP server demo with example tools like generating leave request emails.

Pixabay MCP server provides a bridge to the Pixabay image search API, enabling AI assistants to retrieve images based on search queries with flexible filtering options like image type, orientation, and result count. Built with TypeScript and the Model Context Protocol SDK, it exposes a single tool for searching images that returns preview URLs, tags, and user information, making it useful for applications requiring dynamic image retrieval and display.

Local MCP server that signs and records agent actions into a tamper-evident log using Ed25519 keys for frictionless integration with Touchstone.