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maintenanceA lean, local knowledge graph that joins a repo's code to its aSPARK delivery artifacts, enabling agents to trace user stories to code and assess impact of changes, served over MCP.
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"An introduction to Neo4j, a graph database management system" matching MCP servers:
- Alicense-qualityBmaintenanceAn MCP server that gives your agent a persistent project brain: vision, architecture decisions, conventions, roadmaps, and automatic session handoff.Last updated157MIT
- Flicense-qualityDmaintenanceA fork of the Neo4j Model Context Protocol server that enables interaction with Neo4j knowledge graphs through environment variable configuration and improved options for remote connections.Last updated2
- Flicense-qualityDmaintenanceProvides tools for interacting with relational databases (PostgreSQL, MySQL, SQLite), enabling SQL queries, schema inspection, and migration execution.Last updated
- AlicenseAqualityCmaintenanceRead-only MySQL/MariaDB MCP server for running SELECT queries safely, with automatic read-only enforcement and query limits.Last updated311MIT
- Alicense-qualityDmaintenanceExtracts structured operator data from Neo4j query plans and provides rich context for MCP clients to deliver intelligent optimization recommendations.Last updated1MIT
- Alicense-qualityBmaintenanceAn 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.Last updated142MIT
- Alicense-qualityDmaintenanceProvides a natural language interface for querying and managing PostgreSQL, MySQL, MariaDB, MSSQL, and SQLite databases using the Model Context Protocol. Users can explore database schemas and visualize query results through an integrated web dashboard.Last updated14MIT
- Alicense-qualityDmaintenanceEnables AI assistants to interact with PostgreSQL and Supabase databases through natural language. Supports secure database operations including queries, migrations, and schema management with user-provided credentials.Last updated141MIT
- Alicense-qualityCmaintenanceProvides Claude with database access capabilities, supporting SQLite, SQL Server, PostgreSQL, and MySQL, enabling read/write queries, table management, and data export.Last updated664MIT
- Alicense-qualityDmaintenanceMCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) enabling SQL queries, table exploration, and Redis key-value operations.Last updated1MIT
- Flicense-qualityDmaintenanceProvides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.Last updated
- Flicense-qualityDmaintenanceA comprehensive Model Context Protocol (MCP) server for product inventory management with PostgreSQL database backend, enabling natural language queries for product information across multiple AI platforms.Last updated
- Flicense-qualityDmaintenanceEnables AI development tools to maintain context across chat sessions with automatic branching, progress tracking, and TODO management for different tasks.Last updated
- AlicenseAqualityAmaintenanceStructural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.Last updated4610MIT
- AlicenseAqualityDmaintenanceEnables creating, managing, analyzing, and visualizing knowledge graphs with support for multiple graph types (topology, timelines, changelogs, requirements, knowledge bases, ontologies) including node/edge management and resource association.Last updated15301MIT
- FlicenseAqualityDmaintenanceEnables LLM agents to perform CRUD operations across multiple databases including PostgreSQL, MySQL, and SQL Server using SQLAlchemy. It features configurable permission management and secure connection handling with automatic password redaction.Last updated4
- AlicenseAqualityCmaintenanceIndexes a mono-repo into a knowledge graph and provides MCP tools to query code structure—packages, components, routes, HTTP calls—without file reads or grep round-trips.Last updated7274MIT
- AlicenseAqualityBmaintenanceRoutes one brief to the right image model across 60+ (gpt-image-1.5, Ideogram 3, Recraft V4, Flux), validates the output, and fans out to iOS/Android/PWA/favicon/visionOS/Flutter bundles. Works without an API key via Pollinations, HF Inference, Stable Horde, or host-LLM inline SVG.Last updated2415MIT
- AlicenseAqualityAmaintenanceGraph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.Last updated66MIT