Minor README updates (#133)

* Minor README updates

* UV description updated

Author: jalakoo

servers/mcp-neo4j-cypher/README.md

@@ -11,25 +11,28 @@ A Model Context Protocol (MCP) server implementation that provides database inte
 The server offers these core tools:
 
 #### 📊 Query Tools
+
 - `read_neo4j_cypher`
-   - Execute Cypher read queries to read data from the database
-   - Input: 
-     - `query` (string): The Cypher query to execute
-     - `params` (dictionary, optional): Parameters to pass to the Cypher query
-   - Returns: Query results as JSON serialized array of objects
+
+  - Execute Cypher read queries to read data from the database
+  - Input:
+    - `query` (string): The Cypher query to execute
+    - `params` (dictionary, optional): Parameters to pass to the Cypher query
+  - Returns: Query results as JSON serialized array of objects
 
 - `write_neo4j_cypher`
-   - Execute updating Cypher queries
-   - Input:
-     - `query` (string): The Cypher update query
-     - `params` (dictionary, optional): Parameters to pass to the Cypher query
-   - Returns: A JSON serialized result summary counter with `{ nodes_updated: number, relationships_created: number, ... }`
+  - Execute updating Cypher queries
+  - Input:
+    - `query` (string): The Cypher update query
+    - `params` (dictionary, optional): Parameters to pass to the Cypher query
+  - Returns: A JSON serialized result summary counter with `{ nodes_updated: number, relationships_created: number, ... }`
 
 #### 🕸️ Schema Tools
+
 - `get_neo4j_schema`
-   - Get a list of all nodes types in the graph database, their attributes with name, type and relationships to other node types
-   - No input required
-   - Returns: JSON serialized list of node labels with two dictionaries: one for attributes and one for relationships
+  - Get a list of all nodes types in the graph database, their attributes with name, type and relationships to other node types
+  - No input required
+  - Returns: JSON serialized list of node labels with two dictionaries: one for attributes and one for relationships
 
 ### 🏷️ Namespacing
 
@@ -62,21 +65,20 @@ docker run -p 8000:8000 \
 The server supports different transport protocols depending on your deployment:
 
 - **STDIO** (default for local development): Standard input/output for Claude Desktop and local tools
-- **HTTP** (default for Docker): RESTful HTTP for web deployments and microservices  
+- **HTTP** (default for Docker): RESTful HTTP for web deployments and microservices
 - **SSE**: Server-Sent Events for legacy web-based deployments
 
 Choose your transport based on use case:
-- **Local development/Claude Desktop**: Use `stdio` 
+
+- **Local development/Claude Desktop**: Use `stdio`
 - **Docker/Remote deployment**: Use `http`
 - **Legacy web clients**: Use `sse`
 
 ## 🔧 Usage with Claude Desktop
 
 ### Using DXT
-Download the latest `.dxt` file from the [releases page](https://github.com/neo4j-contrib/mcp-neo4j/releases/latest) and install it with your MCP client.
 
-Or use this direct link:
-[Download mcp-neo4j-cypher.dxt](https://github.com/neo4j-contrib/mcp-neo4j/releases/latest/download/mcp-neo4j-cypher.dxt)
+Download the latest `.dxt` file from the [releases page](https://github.com/neo4j-contrib/mcp-neo4j/releases) and install it with your MCP client.
 
 ### 💾 Released Package
 
@@ -86,7 +88,7 @@ Add the server to your `claude_desktop_config.json` with the database connection
 
 ```json
 "mcpServers": {
-  "neo4j-aura": {
+  "neo4j-database": {
     "command": "uvx",
     "args": [ "[email protected]", "--transport", "stdio"  ],
     "env": {
@@ -124,7 +126,7 @@ Here's an example of connecting to multiple Neo4j databases using namespaces:
   "mcpServers": {
     "movies-neo4j": {
       "command": "uvx",
-      "args": [ "[email protected]", "--namespace", "movies" ],
+      "args": ["[email protected]", "--namespace", "movies"],
       "env": {
         "NEO4J_URI": "neo4j+s://demo.neo4jlabs.com",
         "NEO4J_USERNAME": "recommendations",
@@ -134,7 +136,7 @@ Here's an example of connecting to multiple Neo4j databases using namespaces:
     },
     "local-neo4j": {
       "command": "uvx",
-      "args": [ "[email protected]" ],
+      "args": ["[email protected]"],
       "env": {
         "NEO4J_URI": "bolt://localhost:7687",
         "NEO4J_USERNAME": "neo4j",
@@ -148,10 +150,10 @@ Here's an example of connecting to multiple Neo4j databases using namespaces:
 ```
 
 In this setup:
+
 - The movies database tools will be prefixed with `movies-` (e.g., `movies-read_neo4j_cypher`)
 - The local database tools will be prefixed with `local-` (e.g., `local-get_neo4j_schema`)
 
-
 Syntax with `--db-url`, `--username`, `--password` and other command line arguments is still supported but environment variables are preferred:
 
 <details>
@@ -235,17 +237,17 @@ docker run --rm -p 8000:8000 \
 
 ### 🔧 Environment Variables
 
-| Variable | Default | Description |
-|----------|---------|-------------|
-| `NEO4J_URI` | `bolt://localhost:7687` | Neo4j connection URI |
-| `NEO4J_USERNAME` | `neo4j` | Neo4j username |
-| `NEO4J_PASSWORD` | `password` | Neo4j password |
-| `NEO4J_DATABASE` | `neo4j` | Neo4j database name |
-| `NEO4J_TRANSPORT` | `stdio` (local), `http` (Docker) | Transport protocol (`stdio`, `http`, or `sse`) |
-| `NEO4J_NAMESPACE` | _(empty)_ | Tool namespace prefix |
-| `NEO4J_MCP_SERVER_HOST` | `127.0.0.1` (local), `0.0.0.0` (Docker) | Host to bind to |
-| `NEO4J_MCP_SERVER_PORT` | `8000` | Port for HTTP/SSE transport |
-| `NEO4J_MCP_SERVER_PATH` | `/api/mcp/` | Path for accessing MCP server |
+| Variable                | Default                                 | Description                                    |
+| ----------------------- | --------------------------------------- | ---------------------------------------------- |
+| `NEO4J_URI`             | `bolt://localhost:7687`                 | Neo4j connection URI                           |
+| `NEO4J_USERNAME`        | `neo4j`                                 | Neo4j username                                 |
+| `NEO4J_PASSWORD`        | `password`                              | Neo4j password                                 |
+| `NEO4J_DATABASE`        | `neo4j`                                 | Neo4j database name                            |
+| `NEO4J_TRANSPORT`       | `stdio` (local), `http` (Docker)        | Transport protocol (`stdio`, `http`, or `sse`) |
+| `NEO4J_NAMESPACE`       | _(empty)_                               | Tool namespace prefix                          |
+| `NEO4J_MCP_SERVER_HOST` | `127.0.0.1` (local), `0.0.0.0` (Docker) | Host to bind to                                |
+| `NEO4J_MCP_SERVER_PORT` | `8000`                                  | Port for HTTP/SSE transport                    |
+| `NEO4J_MCP_SERVER_PATH` | `/api/mcp/`                             | Path for accessing MCP server                  |
 
 ### 🌐 SSE Transport for Legacy Web Access
 
@@ -286,16 +288,16 @@ services:
       - NEO4J_AUTH=neo4j/password
       - NEO4J_PLUGINS=["apoc"]
     ports:
-      - "7474:7474"  # HTTP
-      - "7687:7687"  # Bolt
+      - '7474:7474' # HTTP
+      - '7687:7687' # Bolt
     volumes:
       - neo4j_data:/data
 
   # Deploy Cypher MCP Server
   mcp-neo4j-cypher-server:
     image: mcp/neo4j-cypher:latest
     ports:
-      - "8000:8000"
+      - '8000:8000'
     environment:
       - NEO4J_URI=bolt://host.docker.internal:7687
       - NEO4J_USERNAME=neo4j
@@ -336,7 +338,8 @@ For Claude Desktop integration with a Dockerized server using http transport:
 
 ### 📦 Prerequisites
 
-1. Install `uv` (Universal Virtualenv):
+1. Install [`uv`](https://github.com/astral-sh/uv):
+
 ```bash
 # Using pip
 pip install uv
@@ -349,6 +352,7 @@ cargo install uv
 ```
 
 2. Clone the repository and set up development environment:
+
 ```bash
 # Clone the repository
 git clone https://github.com/neo4j-contrib/mcp-neo4j.git
@@ -378,16 +382,7 @@ For development with Claude Desktop using the local source:
   "mcpServers": {
     "neo4j-dev": {
       "command": "uv",
-      "args": [
-        "--directory", 
-        "/path/to/mcp-neo4j-cypher",
-        "run", 
-        "mcp-neo4j-cypher", 
-        "--transport", 
-        "stdio", 
-        "--namespace", 
-        "dev"
-      ],
+      "args": ["--directory", "/path/to/mcp-neo4j-cypher", "run", "mcp-neo4j-cypher", "--transport", "stdio", "--namespace", "dev"],
       "env": {
         "NEO4J_URI": "bolt://localhost:7687",
         "NEO4J_USERNAME": "neo4j",
@@ -401,8 +396,6 @@ For development with Claude Desktop using the local source:
 
 Replace `/path/to/mcp-neo4j-cypher` with your actual project directory path.
 
-
-
 ## 📄 License
 
 This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.