Discover, extract, and interact with the web - one interface powering automated access across the public internet.
MCP Expr-Lang provides a seamless integration between Claude AI and the powerful expr-lang expression evaluation engine.
An MCP server for Firebird SQL databases, enabling LLMs to securely access, analyze, and manipulate database content.
Generate MCP servers using Smithery with Cursor IDE integration.
A starter project for building Model Context Protocol (MCP) servers with the mcp-framework.
A command-line interface wrapper for the Google Gemini API, enabling interaction with Gemini's Search and Chat tools.
MCP GitHub Project Manager
AI-powered GitHub project management with complete requirements traceability.
Extracts images from files, URLs, or base64 strings and converts them to base64 for LLM analysis.
MCP Image Placeholder Server
Generates placeholder images from various providers like placehold.co and lorem-picsum.
Set up MCP servers in Claude Desktop
Parses invoice data, uploads it to Google Sheets, and answers queries by fetching information from the sheet.
A Jira integration that allows LLMs to act as project managers and personal assistants for teams.
Execute KQL queries using Azure authentication. Requires Azure CLI login.
A desktop application for managing and interacting with the MCP Memory Service, a semantic memory system built on the Model Context Protocol.
AI-powered audio generation using the MiniMax Music API.
Query and analyze Portuguese companies using the NIF.PT public API. Supports search by NIF, company name, and city.
A simple note-taking server for recording and managing notes with AI models, using AWS DynamoDB for storage.
Sends desktop notifications with sound when agent tasks are completed.
A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information.
An MCP server for processing payments using stdio transport, configured via environment variables.
Aggregates multiple MCP resource servers into a single interface using a JSON configuration file.
Aggregates multiple MCP resource servers into a single interface with stdio/sse support.
A Python server providing Retrieval-Augmented Generation (RAG) functionality. It indexes various document formats and requires a PostgreSQL database with pgvector.
A reasoning engine with multiple strategies, including Beam Search and Monte Carlo Tree Search.
MCP Remote Machine Control
Provides remote machine control capabilities, eliminating SSH overhead for token-efficient system operations.
MCP Server for National Park Services Data
Retrieve data from the National Park Service (NPS) API.
A starter project for building MCP servers with TypeScript and Bun.
MCP Server with Ollama Integration
An MCP server that integrates with Ollama to provide tools for file operations, calculations, and text processing. Requires a running Ollama instance.
A collection of reference implementations for the Model Context Protocol (MCP), demonstrating how to give LLMs secure access to tools and data using Typescript and Python SDKs.
An intelligent task management system based on MCP, providing an efficient programming workflow framework for AI Agents with an optional web-based GUI.
Navigate and explore the Model Context Protocol specification with dynamic markdown tree generation and intelligent section navigation.