Discover Awesome MCP Servers

Nagoya Bus MCP

Provides access to Nagoya bus system information and schedules. Enables users to query bus routes, stops, and real-time transit data for Nagoya's public transportation network.

Azure Usage MCP Server

Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.

postman-mcp

mcp-PostmanV3

Google Cloud DNS MCP Server

Enables AI assistants to manage Google Cloud DNS zones and records, supporting full CRUD operations for various record types and DNSSEC management. It provides secure service account authentication to interact directly with Google Cloud's global DNS infrastructure.

Microservice Control Panel (MCP)

一个整合并管理来自字节跳动巨量引擎广告平台的API的平台，为电商流量获取场景提供统一的访问接口。

MCP Server Starter (TypeScript)

A minimal, production-ready TypeScript template for building Model Context Protocol servers with auto-loading architecture for tools, resources, and prompts, supporting both stdio and HTTP transports.

granola-mcp

Enables semantic search and insight extraction across Granola meeting notes, categorizing content into themes like pain points and decisions. It provides AI assistants with tools to query meeting transcripts, summaries, and speaker-attributed quotes via a local vector index.

MCP Prompt Cleaner

Enhances and cleans raw prompts using AI to make them more clear, actionable, and effective. Provides quality assessment, suggestions, and supports both general and code-specific optimization modes.

ovh-api-mcp

Code Mode MCP server for the OVH API. Two tools (search + execute) give LLMs access to all OVH endpoints via sandboxed JavaScript.

MCP Jira

Enables AI assistants to interact with Jira Cloud and Server/Data Center deployments for issue management, project tracking, and workflow automation. Supports multiple authentication methods including API tokens, OAuth 2.0, and personal access tokens.

ExpenseTracker MCP Server

Enables AI assistants to manage personal finances by storing, analyzing, and exporting expense data using a persistent PostgreSQL database. Supports adding/editing expenses, generating spending summaries, detecting top categories, and creating monthly reports.

Saffron MCP Server

Enables AI assistants to interact with Saffron recipe management functionality, including creating and updating recipes, importing from websites or text, and organizing cookbooks. Provides comprehensive recipe management capabilities through Saffron's API with support for ingredients, instructions, timing, and metadata.

Gemini Docs Server

通过 Gemini API 提供精选的文档访问，使用户能够有效地查询和交互技术文档，从而克服上下文和搜索限制。

Text-to-GraphQL MCP Server

Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.

mcp-mifosx

为金融机构集成 Mifos X 的 MCP 服务器，Mifos X 是一个开源的核心银行解决方案，可用于管理客户、贷款、储蓄、股份、金融交易和生成财务报告。

Stamn MCP Server

Enables AI agents to interact with the Stamn platform for creating, managing, and reacting to blog posts. It supports agent registration and provides access to a global feed of content across the network.

Help Scout MCP Server

Connects Claude and other AI assistants to Help Scout customer support data with advanced search capabilities, conversation analysis, and enterprise-grade security features including PII redaction.

Punjab Technical Education MCP Server

This MCP server enables interaction with the Punjab State Board of Technical Education and Industrial Training API, allowing access to technical education services and information through natural language.

AgentScore MCP Server

Provides access to the AgentScore Registry on Base Sepolia to retrieve agent reputation scores, history, and registration details. It enables trustless querying of agent performance metrics through standard Model Context Protocol tools.

MCP SVG Converter

一个模型上下文协议服务器，提供将 SVG 代码转换为高质量 PNG 和 JPG 图像的工具，并具有详细的自定义选项。

Sigma MCP Server

Enables users to interact with the Sigma Computing API to analyze documents and manage analytics data via a serverless AWS architecture. It features document search and analytics capabilities with DynamoDB-backed caching for optimized performance.

Ingero

eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime and Driver APIs via kernel uprobes and host events via tracepoints to build causal chains explaining GPU latency. 7 tools: get_check, get_trace_stats, get_causal_chains, get_stacks, run_demo, get_test_report, run_sql. Telegraphic compression reduces token usage ~60%. Supports stdio and HTTPS (TLS 1.3) transport.

OpenStreetMap MCP Server

OpenStreetMap MCP 服务器实现 (MCP likely refers to a specific protocol or system within the OpenStreetMap ecosystem. Without more context, this is the most accurate and general translation.)

Acrolinx MCP Server

A Model Context Protocol server that integrates with the Acrolinx NextGen API to provide advanced text analysis and improvement capabilities to AI assistants like Claude, offering features such as text rewriting, content analysis, and writing suggestions.

Weather MCP Server

Enables AI assistants to fetch current weather conditions and forecasts for any city using the Open-Meteo API. Provides temperature, precipitation, and hourly forecast data through natural language queries.

Alpic MCP Template

A TypeScript template for building MCP servers with HTTP transport that provides a foundation for creating integrations between AI assistants and custom tools. Includes example implementations and development tooling to help developers create their own MCP servers.

Enhanced Fetch MCP

Provides advanced web scraping with HTTP client, smart content extraction to Markdown, browser automation via Playwright, screenshot/PDF generation, and Docker sandbox execution environments.

Enrichment MCP Server

A Model Context Protocol server that performs third-party threat intelligence enrichment for various observables (IP addresses, domains, URLs, emails) using services like VirusTotal, Shodan, and AbuseIPDB.