ArangoDB
Integrates ArangoDB databases into workflows, enabling dynamic querying and analysis of document-oriented and graph data via AQL and document retrieval.
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Search MCP Servers
Neo4j MCP Server
A read-only query service for Neo4j graph databases.
Subgraph MCP Server
Allows LLMs to interact with Subgraphs available on The Graph Network.
Kg
Lightweight knowledge graph Browse Kg MCP Server for Claude, Cursor, VS Code, and other AI agents.
GraphMem
An MCP server for graph-based memory management, enabling AI to create, retrieve, and manage knowledge entities and their relationships.
Yatabase
Managed graph database (Cypher + SPARQL + SQL) with native MCP endpoint — AI agents query graphs directly, $0 egress, free tier.
Amela MCP Memory Tool
A local, high-performance memory server for AI agents, built with SQLite, vector embeddings, and a knowledge graph. Packaged for npm and Docker.
Neo4j Server
Interact with and explore graph data in a Neo4j database.
Memento MCP
A scalable knowledge graph memory system for LLMs with semantic retrieval and temporal awareness, using Neo4j as a backend.
Supabase Memory Service
A memory service using Supabase PostgreSQL with pgvector for semantic search and knowledge graph storage.
Roam Research
Connects AI assistants to your Roam Research graph for data access and interaction.
Neo4j
A server for accessing and interacting with a Neo4j graph database, configured via environment variables.
VEKTOR Slipstream
[VEKTOR Memory] (https://vektormemory.com) - Local-first persistent memory for AI agents. SQLite-vec, 4-layer associative graph, 8ms recall, 34 tools. No cloud.
Gremlin
Interact with any Gremlin-compatible graph database using natural language, with support for schema discovery, complex queries, and data import/export.
Sg Company Lookup Mcp
<div align="center"> # DAEE Engine **Dominion Agent Economy Engine** The infrastructure layer for autonomous agents that earn, transact, and build trust in the…
bigquery-mcp
An MCP server to help AI Agents inspect the contents of a BigQuery warehouse
Shardeum MCP Server
# Shardeum MCP Server Model Context Protocol server for distributed-system inspection and developer workflows on Shardeum. This project exposes Shardeum…
Alibaba Cloud Yaochi DB MCP Server
# Alibaba Cloud Yaochi DB MCP Server Yaochi Database AI Native MCP Server — One MCP Server to manage all Alibaba Cloud databases…
Maiat Trust Oracle
<p align="center"> <img src="https://raw.githubusercontent.com/JhiNResH/maiat-protocol/master/apps/web/public/maiat-logo.jpg" width="120" alt="Maiat" /> </p>…
Confluent Cloud
# Confluent MCP Server [](https://www.npmjs.com/package/@confluentinc/mcp-confluent)…
Infra MCP
Read-only MCP server for on-prem Linux VMs and PostgreSQL over SSH — service health, logs, DB state, and schema exploration without terminal access.
Snowflake Cortex MCP Server - NodeJS
This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client…
Staticbot
Staticbot is an MCP server for the Staticbot platform that lets AI agents (Claude Code, Cursor, any MCP-compatible runtime) orchestrate deployment workflows…
1C MCP Metacode
MCP server with a built-in AI agent for searching the 1C:Enterprise configuration metadata graph and BSL code