A
license-
qualityA
maintenanceTurns GitHub repository history into a cited maintainer skill for coding agents, providing tools to collect evidence, query the knowledge graph, and inspect bundles.
1
MIT
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"How to connect a backend project to MongoDB" matching MCP servers:
- AlicenseAqualityCmaintenanceTurn Obsidian notes into agent-ready context, preview-only plans, and safe repo handoffs.13143MIT
- Alicense-qualityBmaintenanceProvides persistent memory for AI assistants using MongoDB Vector Search, enabling content storage, semantic search, and knowledge retrieval through MCP tools.Apache 2.0
- Alicense-qualityAmaintenanceA Docker-based local RAG backend that provides advanced document search capabilities using vector, graph, and full-text retrieval via the Model Context Protocol. It supports over 28 file formats and tracks evolving relationships between concepts using a Neo4j-backed graphiti implementation.1MIT
- Flicense-qualityBmaintenanceA production-grade MCP server that provides persistent long-term memory for AI agents using MongoDB, enabling them to store, search, update, delete, retrieve, and summarize structured project memories across developer workflows.
- Flicense-qualityBmaintenanceExposes workspace-scoped Backend project queries via MCP, enabling explicit token pairing, status checks, and scoped sync of project docs, source artifacts, graph data, and evidence metadata without background synchronization.
- FlicenseAqualityDmaintenanceProvides tools for managing project knowledge graphs, enabling structured representation of projects, tasks, milestones, resources, and team members.616
- AlicenseAquality-maintenanceProvides AI-driven project memory management through structured prompts that help Claude parse tasks from specs, review code changes, sync with commit history, and maintain project documentation without directly accessing files.7
- AlicenseAqualityDmaintenanceA cross-project knowledge graph for MCP that maps features across mobile, backend, and admin codebases, giving AI agents full-stack context.16631MIT
- AlicenseBqualityDmaintenanceLocal workspace memory for Claude Desktop. Indexes documents into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph.5816AGPL 3.0
- Alicense-qualityDmaintenanceA-MEM is a self-evolving memory system for coding agents that automatically organizes knowledge into a Zettelkasten-style graph with dynamic relationships, enabling semantic and structural search.34MIT
- Alicense-qualityBmaintenanceA focused project memory system that provides knowledge graph capabilities and SQLite database operations for intelligent entity tracking and workflow management. It enables AI models to maintain persistent project context through 17 specialized tools, 10 resources, and 27 pre-built prompts.2MIT
- Alicense-qualityBmaintenanceProvides a file-based, git-friendly memory store for coding agents to persist and recall project-specific lessons, bugs, and conventions via JSON files in the repository.MIT
- Alicense-qualityCmaintenanceAn MCP server that transforms text into knowledge graphs and autonomously generates insights by combining Montague Grammar with Zettelkasten methodology.11MIT
- Alicense-qualityDmaintenanceEnables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.1MIT
- Flicense-qualityDmaintenanceAn intelligent personal CRM that processes WhatsApp conversations to build a searchable knowledge base about contacts using diarization, transcription, and PII sanitization. It exposes MCP tools for semantic search, contact summaries, and reminder management within Claude Desktop.
- Flicense-qualityBmaintenanceStores manual project memories, enables semantic retrieval, and tracks per-memory confidence using PostgreSQL with pgvector and OpenAI-compatible embeddings.
- AlicenseAqualityAmaintenanceLocal MCP server giving AI coding agents (Claude Code, Cursor, VS Code/JetBrains Copilot) a shared, persistent memory of your projects and every bug/issue faced during development. Stateless, plain-file storage (AGENTS.md + issues.jsonl) — no database.161281MIT
- AlicenseAqualityCmaintenanceA Python MCP server that gives LLMs persistent, searchable access to project context — documentation, architecture decisions, and session notes.5AGPL 3.0
- Alicense-qualityDmaintenancePersistent AI knowledge base for Claude via Model Context Protocol — fully offline, no cloud API key required. Stores architectural decisions, technical debt, project progress, and domain knowledge in versioned Markdown files.7MIT