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maintenancePersistent memory and pattern learning for AI coding assistants via MCP.
126
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MIT
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"Using an AI Agent for Structured Search and Traversal in a Neo4j Database" matching MCP servers:
- AlicenseAqualityAmaintenanceMCP server that gives AI agents isolated, named Linux computers with stable IDs and lifecycle control. Supports multiple backends like Docker, Fly Machines, Modal, and E2B, with a dashboard for managing sandboxes.71MIT
- AlicenseNot gradedqualityCmaintenanceAn extensible MCP server for database operations that supports PostgreSQL for managing schemas, tables, data, and user permissions. It features automatic migration recording for DDL changes and integrates with various AI-powered editors like Cursor, Zed, and Claude Code.222MIT
- AlicenseAqualityCmaintenanceEnables Large Language Models to access and manipulate Autodesk Revit models through a pyRevit-based bridge and the Model Context Protocol.20161MIT
- AlicenseNot gradedqualityBmaintenanceArchive Agent is an open-source semantic file tracker with OCR + AI search (RAG) and MCP capability.64GPL 3.0
- AlicenseNot gradedqualityBmaintenanceProvides agents with real Linux VMs to run commands, manage files, expose ports, and track costs, all through an ephemeral sandbox service.MIT
- AlicenseNot gradedqualityCmaintenanceEnable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.17513MIT
- AlicenseNot gradedqualityNot gradedmaintenanceA lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.12
- FlicenseNot gradedqualityCmaintenanceAll In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...106
- FlicenseNot gradedqualityDmaintenanceA Model Context Protocol server implementation built with FastAPI that enables AI agent interactions. Provides a structured foundation for building AI-powered applications with proper data validation and modern Python tooling.
- AlicenseAqualityCmaintenanceEnables code execution in isolated Docker containers with persistent IPython, Node.js, or R kernels, supporting file import/export and cross-session transfers via MCP tools.6MIT
- AlicenseAqualityCmaintenanceAn advanced MCP server that provides an agentic interface to Google's Gemini 3.1 models via Vertex AI, combining real-time Google Search, URL analysis, and Python code execution to solve complex multi-step research and data tasks.1MIT
- AlicenseAqualityDmaintenanceProvides workspace-scoped file operations and command execution tools for building Cursor-style agents, along with system prompts and tool definitions for LLM integration.5MIT
- AlicenseAqualityBmaintenanceAn MCP server that exposes a sandboxed task runner protocol to any MCP client, enabling evidence-protected task execution, exit protocol reading, and autopsy reports.6Apache 2.0
- AlicenseAqualityAmaintenanceEnables coding assistants to access Perplexity AI for quick fact-checking and in-depth research. Provides two tools: lookup for fast documentation queries and answer for comprehensive research with recommendations.2321MIT
- AlicenseAqualityCmaintenanceA multi-agent collaborative development bridge that enables TRAE Work to offload complex tasks to Codex executor, with tools for task submission, status tracking, artifact listing, and permission management.12MIT
- AlicenseAqualityAmaintenanceA Python MCP server that allows programmatic interaction to find torrents programmatically on ThePirateBay, Nyaa and YggTorrent.227PythonMIT
- -licenseAqualityNot gradedmaintenanceA powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.447,278
- AlicenseBqualityFmaintenanceEnables integration of Perplexity's AI API with LLMs, delivering advanced chat completion by utilizing specialized prompt templates for tasks like technical documentation, code review, and API documentation.1418MIT
- FlicenseCqualityDmaintenanceAn orchestration platform for deploying parallel swarms of tool-enabled AI agents to perform complex tasks like code generation, system monitoring, and multi-perspective analysis. It features a unique chunked write pattern that enables the creation of large-scale documents and code files by assembling parallel agent outputs.257