Awesome MCP Servers

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

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

Extracts images from files, URLs, or base64 strings and converts them to base64 for LLM analysis.

An MCP server for generating images using Together AI or Replicate models.

Generates placeholder images from various providers like placehold.co and lorem-picsum.

Delegate tasks to another MCP client, acting as an agent for your agent.

A developer tool for testing and debugging MCP servers with a web-based UI.

A developer tool for testing and debugging MCP servers with a web UI and proxy.

A developer tool for testing and debugging MCP servers.

Set up MCP servers in Claude Desktop

A ModelContextProtocol (MCP) server for interacting with the SAP Integration Suite.

Enables communication between an LLM and a user through an interactive Electron interface.

Provides access to Intercom conversations and chats. Requires an Intercom API key.

Perform internet speed measurements including download/upload speed, latency, and jitter.

An MCP server for integrating with the InvoiceExpress API.

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.