Discover Awesome MCP Servers

srefix-diagnosis

A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent per tech (Postgres, Kafka, Istio, Kubernetes, Prometheus, MongoDB, Redis, Cassandra, ...) with failure modes, key metrics, and runbooks baked in. Plus telemetry MCPs (PromQL/LogQL/Elasticsearch), SSH-via-bastion executor, and 33 discovery adapters across 9 clouds. Apache 2.0, runs locally. Reproducible 5/5 scenari

SQL MCP Server

Enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and MongoDB databases with support for bulk operations and schema inspection. It features a safety mechanism requiring explicit user confirmation for destructive actions like data modification and deletion.

Polarion MCP Server

Integrates with Siemens Polarion ALM to manage test cases, test runs, and results, with support for JUnit import and spreadsheet export.

@striderlabs/mcp-grubhub

Enables AI agents to autonomously order food from Grubhub, including searching restaurants, browsing menus, managing cart, placing orders, and tracking delivery.

pfc-mcp

MCP server that gives AI agents full access to ITASCA PFC - browse documentation, run simulations, capture plots, all through natural conversation. Built on the Model Context Protocol, pfc-mcp turns any MCP-compatible AI client (Claude Code, Codex CLI, Gemini CLI, OpenCode, toyoura-nagisa, etc.) into a PFC co-pilot that can look up commands, execute scripts, monitor long-running simulations.

Pollinations Multimodal MCP Server

Enables AI assistants to generate images, text, and audio content through the Pollinations APIs. Provides direct access to multimodal generation capabilities including image creation from text prompts, text-to-speech, and text generation.

Enterprise Threads MCP Server

Enables professional Threads management with advanced analytics, AI-powered content optimization, and automation features.

mcp-aurekai

Aurekai MCP exposes 89 native akai_\* runtime operators to any MCP-compatible host, covering the full Aurekai binary family — API gateway, artifact inspection, proof bundle export, semantic embedding, batch queuing, entity detection, compression, and more. Zero external dependencies; runs locally via npx -y @aurekai/mcp.

mcp-meteo

Provides real-time weather and forecasts via Open-Meteo, supporting queries by coordinates or city name.

TeacherAssist-MCP

AI-powered Teacher Assistance MCP Server for managing student records with PostgreSQL, enabling create and read operations via MCP tools.

Agent Construct

An MCP server implementation that standardizes how AI applications access tools and context, providing a central hub that manages tool discovery, execution, and context management with a simplified configuration system.

openEHR MCP Server

Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHRbase) for creating compositions, managing EHRs, listing templates, and executing AQL queries.

McpR

Here are a few ways to translate "Demo MCP Server using SignalR" into Indonesian, depending on the nuance you want to convey: **Option 1 (Most straightforward):** * **Demo Server MCP menggunakan SignalR** This is a direct translation and is perfectly understandable. It's suitable for most technical contexts. **Option 2 (Slightly more descriptive):** * **Demo Server MCP dengan menggunakan SignalR** This adds "dengan" (with) to emphasize the use of SignalR. **Option 3 (Focus on the demonstration aspect):** * **Demonstrasi Server MCP menggunakan SignalR** This uses "Demonstrasi" which is a more formal word for "demo" and might be appropriate for a presentation or formal documentation. **Option 4 (More natural sounding, but slightly less literal):** * **Contoh Server MCP menggunakan SignalR** This uses "Contoh" which translates to "Example" and can be used in place of "Demo" to make it sound more natural. **Which one should you use?** * If you want the most direct and common translation, use **"Demo Server MCP menggunakan SignalR"**. * If you want to emphasize the use of SignalR, use **"Demo Server MCP dengan menggunakan SignalR"**. * If it's a formal presentation, use **"Demonstrasi Server MCP menggunakan SignalR"**. * If you want a slightly more natural sound, use **"Contoh Server MCP menggunakan SignalR"**. In most cases, the first option is perfectly acceptable and widely understood.

App Store Connect MCP Server

A Model Context Protocol (MCP) server for Apple's App Store Connect API. Manage your iOS, macOS, tvOS, and visionOS apps directly from Claude, Cursor, or any MCP-compatible client.

Oli Docs MCP

Local MCP server for querying Oli/LimX documentation via keyword, vector, or hybrid search, with citation support for use in Claude Code or OpenCode/August.

Remote MCP Server Authless

Enables deploying a remote MCP server on Cloudflare Workers without authentication, supporting custom tools and connectivity to Cloudflare AI Playground and Claude Desktop via mcp-remote proxy.

x402 MCP Server

An MCP server that provides DeFi data tools (crypto prices, whale concentration, funding rates) for AI agents via the x402 protocol.

K-Data Gate MCP Server

Provides Korean market data (products, trends, stocks, real estate) in English JSON for AI agents, with 13 tools including search, trends, and stock analysis.

@processon/mcp-server-processon-node

Generates ProcessOn mind maps from Markdown content. Provides tools to check API key validity and create mind maps.

FlexSim MCP Server

Controls FlexSim simulation engine via Model Context Protocol, enabling natural language-driven simulation modeling and automation.

agent-docs-mcp

MCP server that provides AI coding agents automatic access to AGENTS.md documentation from GitHub repositories, enabling understanding of codebase conventions and patterns.

x402-buyer-mcp

Universal x402 buyer agent — discover, pay for, and call any x402 paid API endpoint from Claude Desktop, Cursor, or Claude Code with automatic USDC payment via AgentCash.

Xava Labs MCP Template

A template repository for building Model Context Protocol (MCP) servers that enables developers to create interactive AI agents with real-time bidirectional communication capabilities through WebSocket and SSE endpoints.

timeverse-command-mcp

An MCP server that enables AI clients to execute shell, Python, and Node commands on the local machine across platforms.

mailpal-mcp-server

Free email server for AI agents with hardware attestation, enabling agents to send, receive, and manage emails via MCP tools.

Azure DevOps MCP Server

Enables integration with Azure DevOps services, allowing interaction with work items, pull requests, pipelines, wikis, boards, and projects through natural language in Cline and other MCP clients.

Context11 MCP Server

Enables AI assistants to search, retrieve, and manage documents from a Context11 knowledge base through tools like search_context, get_document, and list_folders.

newrelic-mcp

Executes NRQL queries against New Relic via the NerdGraph API, enabling monitoring and observability data retrieval through natural language.

Deep Blue Trading

5min BTC trading signals for polymarket and other prediction markets