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license-
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maintenanceA containerized FastAPI + MCP server that lets LLM agents inject structured entities and relationships into a Neo4j graph database with safe Cypher execution.
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"An introduction to Neo4j, a graph database management system" matching MCP servers:
- AlicenseAqualityCmaintenanceAn MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.Last updated52MIT
- Alicense-qualityDmaintenanceMCP server for Neo4j graph database operations, enabling Cypher queries, node/relationship management, and schema discovery.Last updated1BSD 3-Clause
- AlicenseBqualityAmaintenanceA 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.Last updated9MIT
neo4j-gdsofficial
Alicense-qualityAmaintenanceEnables LLMs to run complex graph algorithms on Neo4j databases, answering graph-related questions by selecting and executing appropriate parameterised graph algorithms.Last updated90MIT- Alicense-qualityDmaintenanceEnables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.Last updatedMIT
- Alicense-qualityDmaintenanceThis lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account.Last updated978MIT
- Flicense-qualityDmaintenanceEnables storage and retrieval of knowledge in a graph database format, allowing users to create, update, search, and delete entities and relationships in a Neo4j-powered knowledge graph through natural language.Last updated5
- Flicense-qualityDmaintenanceProvides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.Last updated10
- AlicenseAqualityBmaintenanceMCP server for Neo4j that provides abstract graph operations for LLMs, enabling safe and consistent interaction with Neo4j databases through tools like search, insert, update, delete, and schema introspection.Last updated8MIT
- Alicense-qualityDmaintenanceAutomatically discovers vector indexes in a Neo4j database and exposes each as a semantic search tool with metadata pre-filtering, enabling natural language queries with dynamic filter support.Last updated2MIT
- Alicense-qualityDmaintenanceEnables interaction with Neo4j graph databases through Cypher queries, supporting both read and write operations, schema exploration, and remote database connections via SSE or STDIO transport protocols.Last updated5MIT
- Alicense-qualityCmaintenanceProduction-ready MCP server for Neo4j graph databases, enabling natural language to Cypher query translation with enterprise security and async performance.Last updatedMIT
- Alicense-qualityDmaintenanceEnables natural language queries to a Neo4j knowledge graph built from PostgreSQL data, integrating with Claude Desktop and REST API.Last updated1MIT
- Flicense-qualityDmaintenanceA Model Context Protocol server that enables running Cypher queries and retrieving schema from Neo4j databases, supporting AI-driven graph exploration and text-to-Cypher workflows.Last updated
- AlicenseAqualityAmaintenanceA local, read-only MCP server (plus CLI) over your own stock/ETF transaction log. A deterministic core computes drawdown-first risk with bootstrap confidence intervals and validates targets with walk-forward verdicts. The assistant narrates, but the number fence makes it structurally impossible for the model to produce a figure.Last updated1081AGPL 3.0
- AlicenseAqualityBmaintenanceExposes a dependency graph of strategic sourcing artifacts and analyses as an MCP server, enabling navigation of phases, analyses, deliverables, and graph traversal for impact analysis and build order.Last updated16Apache 2.0
- Alicense-qualityBmaintenanceA self-contained, in-memory graph database for AI Agents. Provides semantic code understanding through the Model Context Protocol (MCP).Last updated2MIT
- Alicense-qualityBmaintenanceEnables LLMs to perform OSINT link-analysis by exposing transforms (DNS, WHOIS, Shodan, etc.) as MCP tools for autonomous investigation and graph enrichment.Last updatedMIT
- Alicense-qualityDmaintenanceExtracts structured operator data from Neo4j query plans and provides rich context for MCP clients to deliver intelligent optimization recommendations.Last updated1MIT