Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Allows AI assistants to remotely drive the JetBrains debugger via MCP, including breakpoints, stepping, and variable inspection.

Allows AI-powered coding assistants to tap into your JetBrains IDE’s semantic code index and refactoring engine — giving them true code intelligence (symbol lookup, references, refactors, diagnostics, etc.) via MCP.

Work on dataset metadata with MLCommons Croissant validation and creation.

A full-text search server for Jewish texts and literature.

Interact with the JFrog Platform API for repository management, build tracking, and release lifecycle management.

A secure, extensible MCP runtime with JS plugins

Integrates Jimeng AI for image generation.

An MCP server that integrates with the Jimeng AI image generation service.

Access Jina AI's web services for web page reading, web search, and fact-checking. Requires a Jina AI API key.

Integrates with Jina AI APIs for web reading, search, and fact-checking.

Perform semantic, image, and cross-modal searches using Jina AI's neural search capabilities.

Access Jina AI's Search Foundation APIs for web search, news search, and more, tailored for LLMs.

Fetch the content of a remote URL as Markdown with Jina Reader.

Light JINA AI MCP

Enhances LLM responses with factual, real-time web content using Jina AI's grounding capabilities.

Extracts web content using the Jina.ai Reader API.

Efficient web search optimized for LLM-friendly content using the Jina AI API.

A tool to provide Large Language Models with project context by intelligently filtering and concatenating relevant files.

A server for querying Jira issues, requiring a Jira token for authentication.

Integrate with Jira's REST API to manage projects, track issues, and perform analytics.

Interact with Jira to manage issues, projects, and workflows using the Jira Cloud Platform REST API.

An MCP server for interacting with Jira's REST API to manage projects, issues, and users.

Interact with JIRA to search for issues using JQL and retrieve detailed issue information.

Access and manage JIRA issues, projects, and users with optimized data payloads for AI context windows.

Integrate with JIRA to allow AI assistants to directly interact with JIRA issues.

Integrate Atlassian JIRA into any MCP-compatible application to manage issues and projects.

MCP servers for interacting with Jira and Confluence APIs.

MCP server to provide Jira Tickets information to AI coding agents like Cursor.

Manage Jira Service Management (JSM) asset schemas using the Jira Insights API.

MCP server for connecting AI assistants to your own Jira instance