Awesome MCP Servers

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

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

Token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing

A Java-based MCP server for interacting with the Crawl4ai web scraping API.

Provides up-to-date journal partition table queries based on ShowJCR data.

A server that enables LLMs to connect and interact with databases via JDBC, built using the Spring AI MCP framework.

Enables AI assistants to interact with various databases through JDBC connections.

jDocMunch-MCP lets AI agents navigate documentation by section instead of reading files by brute force.

Premium memory consistent across all AI applications.

A server for integrating with Jenkins CI/CD to manage and trigger builds.

A server for managing Jenkins jobs through its REST API, including operations like building, configuration, and information retrieval.

Integrates with Jenkins CI/CD systems for AI-powered insights, build management, and debugging.

An MCP server for automating tasks and managing jobs on a Jenkins server.

MCP Jenkins is a Go-based integration layer designed to connect Model Context Protocol (MCP) tools with Jenkins CI/CD pipelines. This project provides a lightweight, high-performance bridge that enables automated pipeline execution, job management, and status retrieval through MCP-driven workflows.

A tool for interacting with Jenkins CI/CD servers, requiring environment variables for configuration.

Work on your code with JetBrains IDEs

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.

Light JINA AI MCP

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

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.

Extracts web content using the Jina.ai Reader API.

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.

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