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

MCP server that connects to any bank, credit card, investment, loan, insurance, utility, or billing account, and retrieves balance, transactions, payment and identity data instantly.

Parses invoice data, uploads it to Google Sheets, and answers queries by fetching information from the sheet.

Interact with the storacha.network IPFS platform using the w3 CLI.

A bridge for the MCP Java SDK that enables TCP transport support while maintaining stdio compatibility for clients.

Decompile Java class files from file paths, package names, or JAR files using a JavaScript port of the CFR decompiler.

A lightweight MCP server for any database with a JDBC driver. Built with Quarkus and requires Java 21+.

Enables secure, contextual AI interactions with Jenkins tools via the Model Context Protocol.

AI-powered Jenkins pipeline intelligence platform with natural language interface. Provides comprehensive pipeline analysis, failure prediction, optimization suggestions, and automated Jenkinsfile reconstruction using Model Context Protocol (MCP) integration.

A Jira integration that allows LLMs to act as project managers and personal assistants for teams.

A zero-configuration job aggregation service that fetches job listings from major recruitment websites.

An interactive journaling server with emotional analysis and automatic conversation saving.

A collection of servers for file system operations, Google search, web automation, and executing terminal commands.

Access Jupiter's swap API on the Solana blockchain.

A server for Jupyter notebook manipulation with position-based operations and VS Code integration.

Manage complex AI agent workflows with a Kanban-based task management system.

A knowledge base server that processes local documents (PDF, DOCX, TXT, HTML) and answers questions based on their content using similarity search.

Provides persistent memory for AI models using a local knowledge graph.

Execute KQL queries using Azure authentication. Requires Azure CLI login.

Execute Kubernetes commands using kubectl from any MCP-compatible client. Requires a valid kubeconfig file.

Control Kubernetes clusters through interactions with Large Language Models (LLMs).

A development environment for building and testing custom MCP servers with AI and VS Code integration.

Create, edit, and manage LaTeX files. Requires an external LaTeX distribution like MiKTeX, TeX Live, or MacTeX.

Interact with LinkedIn using an unofficial API, requiring email and password for authentication.

An MCP server with weather tools and LLaMA integration.

An MCP server for integrating local Large Language Models with MCP-compatible clients.

Explore and analyze websites that have implemented the llms.txt standard.

Provides geocoding, reverse geocoding, routing, and driving distance calculations for LLMs using pgGeocoder and pgrServer.

A low-level MCP server implementation with streamable HTTP support, configured via environment variables.

An MCP server that connects AI assistants to Go's Language Server Protocol (LSP) for advanced code analysis.

Perform actions with your GMail account using the GMail API.

An interactive CLI tool for managing MCP server configurations in the current directory.