What is the best alternative to MCP Memgraph?

The top-rated alternatives to MCP Memgraph in the Databases category include Genai Toolbox, Firebase MCP, MCP Server Qdrant. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do MCP Memgraph alternatives differ in installation and runtime?

MCP Memgraph and its alternatives vary by runtime requirement (Node.js/npx, Python/uvx, Docker, or remote HTTP/SSE endpoints). Check the specification comparison table above to verify command requirements before installing.

Are alternatives to MCP Memgraph free and open source?

Most MCP servers listed on AllMCPs are open source tools under MIT or Apache licenses that you can self-host or run locally with Claude Desktop, Cursor, VS Code, or Windsurf.

How do I side-by-side compare MCP Memgraph with a specific alternative?

Click the "Compare side-by-side →" button on any alternative card to see an in-depth comparison matrix covering feature lists, stars, npm downloads, install configurations, and schema specifications.

Databases• MCP Alternatives Guide

Best Alternatives to MCP Memgraph

Looking for an alternative to MCP Memgraph? Whether you need a different runtime environment, custom authentication support, or alternative API integrations in the Databases ecosystem, we have cataloged and compared the top alternative MCP servers below.

Browse all Databases servers →View MCP Memgraph Specs →

Target Reference Server

MCP Memgraph Overview

The memgraph/mcp-memgraph MCP server exposes Memgraph to MCP-compatible language models through query and schema tools. It can run as an HTTP service on port 8000 or in stdio mode for local MCP clients, using the published Docker image or Python package. Reach for it when an agent needs to inspect a Memgraph graph, discover its schema, or execute Cypher queries. The provided material does not specify authentication or client-specific configuration.

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
MCP Memgraph (Target)	uvx	No auth required	Free	112	—	Current
Genai Toolbox	npx	Other	Free	16,408	—	Compare →
Firebase MCP	npx	No auth required	Free	248	—	Compare →
MCP Server Qdrant	uvx	API key	Free	1,530	—	Compare →
MCP Server Mysql	npx	Other	Free	2,120	—	Compare →
MCP Confluent	npx	Other	Free	167	—	Compare →
Airtable MCP Server	npx	API key	Bring your own API key (usage-based cost)	456	—	Compare →
MCP Clickhouse	uvx	Other	Free	872	—	Compare →
Prisma MCP	npx	Other	Free	49	—	Compare →
Influxdb3 MCP Server	npx	API key	Bring your own API key (usage-based cost)	36	—	Compare →
Mongo MCP	—	Other	Free	175	—	Compare →
MCP Server Couchbase	uvx	Other	Free	34	—	Compare →
MCP Server Duckdb	—	No auth required	Free	178	—	Compare →

Detailed Evaluation of MCP Memgraph Alternatives

Genai Toolbox

Runtime: npx

Connects MCP-compatible agents and IDEs to databases through prebuilt or custom tools.

Key Features:

Prebuilt database tools

Custom YAML-defined tools

Multi-database source support

5 0 16,408

Compare side-by-side

Firebase MCP

Runtime: npx

MCP server enabling AI agents to interact with Firebase Auth, Firestore, and Storage services.

Key Features:

Firestore document CRUD and querying

Storage file upload, listing, and metadata retrieval

Authentication user lookup by identifier

2 0 248

Compare side-by-side

MCP Server Qdrant

Runtime: uvx

Verified

Stores and retrieves semantic memories in Qdrant using configurable embeddings, collections, and local or remote database connections.

Key Features:

Qdrant-backed semantic memory

FastEmbed model configuration

Remote URL and local-path connection modes

3 0 1,530

Compare side-by-side

MCP Server Mysql

Runtime: npx

Connects AI clients to MySQL for schema inspection and SQL queries, with opt-in writes and configurable database access controls.

Key Features:

Read-only SQL access by default

Schema and column metadata resource

Opt-in insert, update, and delete permissions

3 0 2,120

Compare side-by-side

MCP Confluent

Runtime: npx

Interact with Confluent Cloud, Confluent Platform, and Apache Kafka through natural-language MCP tools.

Key Features:

50+ MCP tools across Confluent services

Kafka topic and consumer-group operations

Flink SQL management and diagnostics

4 0 167

Compare side-by-side

Airtable MCP Server

Runtime: npx

MCP server for Airtable with schema inspection and full read/write record and table management.

Key Features:

List and describe Airtable bases and tables with detail levels

Read, search, create, update, and delete records

Create and update tables and fields with metadata

2 0 456

Compare side-by-side

MCP Clickhouse

Runtime: uvx

Inspect ClickHouse schemas and run SQL through MCP, with optional write controls and embedded chDB queries.

Key Features:

List ClickHouse databases

Inspect tables and column metadata

Execute read-only ClickHouse SQL

3 0 872

Compare side-by-side

Prisma MCP

Runtime: npx

Manages Prisma Postgres databases through MCP, including migrations, SQL queries, backups, recovery, and schema inspection.

Key Features:

Local Prisma CLI MCP server

Remote Prisma Postgres MCP endpoint

SQL execution and schema introspection

3 0 49

Compare side-by-side

Influxdb3 MCP Server

Runtime: npx

Verified

MCP server providing tools to query, write, and manage InfluxDB 3 databases including Core, Enterprise, and Cloud editions.

Key Features:

Execute bounded read-only SQL and InfluxQL queries with structured metadata

Write data using InfluxDB line protocol

Create, update, and delete databases with cloud-specific options

2 0 36

Compare side-by-side

Mongo MCP

Runtime not confirmed

Connects an MCP client to MongoDB for schema inspection, queries, index management, and document changes.

Key Features:

Collection schema inspection

Filtered document queries

Single-document CRUD operations

3 0 175

Compare side-by-side

MCP Server Couchbase

Runtime: uvx

Connects MCP clients to Capella and self-managed Couchbase clusters for safe data access, SQL++ queries, and analysis.

Key Features:

Capella and self-managed Couchbase connectivity

SQL++ query execution

Key-value document operations

3 0 34

Compare side-by-side

MCP Server Duckdb

Runtime not confirmed

MCP server enabling SQL query execution and schema inspection on DuckDB databases.

Key Features:

Single unified query tool accepting any DuckDB SQL statement

Supports read-only mode to prevent write operations

Automatic creation of database file and directories if missing

2 0 178

Compare side-by-side

Best Alternatives to MCP Memgraph

MCP Memgraph Overview

Specification Matrix: MCP Memgraph vs Alternatives

Detailed Evaluation of MCP Memgraph Alternatives

Genai Toolbox

Firebase MCP

MCP Server Qdrant

MCP Server Mysql

MCP Confluent

Airtable MCP Server

MCP Clickhouse

Prisma MCP

Influxdb3 MCP Server

Mongo MCP

MCP Server Couchbase

MCP Server Duckdb

Frequently Asked Questions: MCP Memgraph Alternatives