
Neo4j Mcp Skill
- 127 installs
- 101 repo stars
- Updated August 3, 2026
- neo4j-contrib/neo4j-skills
Connect Claude agents to Neo4j via MCP—run Cypher, explore graph schemas, and return relationship-aware context for knowledge graphs, recommendations, or entity linking workflows.
About
neo4j-mcp-skill enables Claude to integrate Neo4j graph databases through MCP—configure tools, write Cypher, inspect schemas, and fetch relationship-rich results for agent and API workflows needing graph-native context.
- Neo4j MCP server setup
- Cypher query authoring
- Graph schema exploration
- Agent tool invocation patterns
- Relationship-centric data retrieval
Neo4j Mcp Skill by the numbers
- 127 all-time installs (skills.sh)
- Ranked #297 of 911 Databases skills by installs in the Skillselion catalog
- Data as of Aug 4, 2026 (Skillselion catalog sync)
npx skills add https://github.com/neo4j-contrib/neo4j-skills --skill neo4j-mcp-skillAdd your badge
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| Installs | 127 |
|---|---|
| repo stars | ★ 101 |
| Last updated | August 3, 2026 |
| Repository | neo4j-contrib/neo4j-skills ↗ |
What it does
Connect Claude agents to Neo4j via MCP—run Cypher, explore graph schemas, and return relationship-aware context for knowledge graphs, recommendations, or entity linking workflows.
Files
Neo4j MCP Skill
Installs and configures the official Neo4j MCP server so AI agents can connect to Neo4j via any MCP-compatible client.
When to Use
- Connecting Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Kiro, or another editor to Neo4j via MCP
- Installing
neo4j-mcp-serverand writing the correct config for a specific editor - Switching between stdio and HTTP transport
- Enabling or disabling write access (
NEO4J_READ_ONLY) - Troubleshooting "MCP server not found" or connection errors
When NOT to Use
- Writing or optimizing Cypher queries → use
neo4j-cypher-skill - Provisioning a new Neo4j Aura instance → use
neo4j-aura-provisioning-skill - Agent long-term memory → use
neo4j-agent-memory-skill - neo4j-admin / cypher-shell / aura-cli → use
neo4j-cli-tools-skill
---
Available MCP Tools
| Tool | Type | What it does |
|---|---|---|
get-schema | read | Returns labels, relationship types, property keys, and indexes |
read-cypher | read | Executes read-only Cypher (MATCH, RETURN, SHOW) |
write-cypher | write | Executes write Cypher (MERGE, CREATE, SET, DELETE) — disabled when NEO4J_READ_ONLY=true |
list-gds-procedures | read | Lists available Graph Data Science procedures (requires GDS plugin) |
---
Installation
Step 1 — Install and find the absolute path
# Option A: pip (recommended)
pip install neo4j-mcp-server
# Option B: Download binary
# https://github.com/neo4j/mcp/releases -- macOS, Linux, Windows binaries
# Option C: Docker
docker pull neo4j/mcpGet the absolute path — you will need this in Step 3:
which neo4j-mcp # e.g. /usr/local/bin/neo4j-mcp
# or: /Users/you/project/.venv/bin/neo4j-mcp (if installed in venv)
neo4j-mcp --version # confirm it runsWhy absolute path matters: editors (Claude Code, Cursor, Claude Desktop) spawn the MCP server as a subprocess using their own restricted PATH — not your shell's PATH. On macOS, GUI apps do not inherit.zshrcor.zprofile. Usingneo4j-mcpas the command will silently fail; using/full/path/to/neo4j-mcpalways works. Always use the output ofwhich neo4j-mcpin thecommandfield below.
Step 2 — Prepare credentials
# .env (gitignored)
NEO4J_URI=neo4j+s://<instance>.databases.neo4j.io # Aura
# or bolt://localhost:7687 # local
NEO4J_USERNAME=neo4j
NEO4J_PASSWORD=<password>
NEO4J_DATABASE=neo4jVerify connectivity before configuring the editor:
source .env
cypher-shell -a "$NEO4J_URI" -u "$NEO4J_USERNAME" -p "$NEO4J_PASSWORD" \
"RETURN 'connected' AS status"
# If cypher-shell not available: python3 -c "
# from neo4j import GraphDatabase, __version__
# d = GraphDatabase.driver('$NEO4J_URI', auth=('$NEO4J_USERNAME','$NEO4J_PASSWORD'))
# d.verify_connectivity(); print('connected'); d.close()"Step 3 — Configure your editor
Pick the config block for your editor. All use STDIO transport (the MCP server runs as a subprocess of the editor).
Claude Code — add to ~/.claude/settings.json. If the file already exists, merge the neo4j block into the existing mcpServers object — do not replace the whole file.
{
"mcpServers": {
"neo4j": {
"command": "/full/path/to/neo4j-mcp",
"env": {
"NEO4J_URI": "neo4j+s://<host>",
"NEO4J_USERNAME": "neo4j",
"NEO4J_PASSWORD": "<password>",
"NEO4J_DATABASE": "neo4j",
"NEO4J_READ_ONLY": "true"
}
}
}
}CLI alternative (sets command only — you still need to add env vars to the file):
claude mcp add neo4j /full/path/to/neo4j-mcpClaude Desktop
- macOS:
~/Library/Application Support/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"neo4j": {
"command": "/full/path/to/neo4j-mcp",
"env": {
"NEO4J_URI": "neo4j+s://<host>",
"NEO4J_USERNAME": "neo4j",
"NEO4J_PASSWORD": "<password>",
"NEO4J_DATABASE": "neo4j",
"NEO4J_READ_ONLY": "true"
}
}
}
}VS Code — .vscode/mcp.json (note: uses servers, not mcpServers — different from all other editors):
{
"servers": {
"neo4j": {
"type": "stdio",
"command": "/full/path/to/neo4j-mcp",
"env": {
"NEO4J_URI": "bolt://localhost:7687",
"NEO4J_USERNAME": "neo4j",
"NEO4J_PASSWORD": "password",
"NEO4J_DATABASE": "neo4j",
"NEO4J_READ_ONLY": "true"
}
}
}
}Cursor — global: ~/.cursor/mcp.json / project: .cursor/mcp.json (same structure as Claude Code, uses mcpServers).
Windsurf — global: ~/.codeium/windsurf/mcp_config.json / project: .windsurf/mcp_config.json (same structure as Claude Code, uses mcpServers).
Kiro — global: ~/.kiro/settings/mcp.json / project: .kiro/settings/mcp.json. Supports ${VARIABLE} to pull from the shell environment exported before the editor launched:
{
"mcpServers": {
"neo4j": {
"command": "/full/path/to/neo4j-mcp",
"env": {
"NEO4J_URI": "${NEO4J_URI}",
"NEO4J_USERNAME": "${NEO4J_USERNAME}",
"NEO4J_PASSWORD": "${NEO4J_PASSWORD}",
"NEO4J_DATABASE": "neo4j",
"NEO4J_READ_ONLY": "true"
}
}
}
}Cline — ~/.vscode/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json (same structure as Claude Code, uses mcpServers). Or add via VS Code settings → Cline extension → MCP Servers panel.
Antigravity — mcp_config.json at project root (same structure as Claude Code, uses mcpServers).
Step 4 — Restart the editor
After editing the config file, restart the editor (or reload the MCP server if the editor supports hot-reload). Verify the server appears in the editor's MCP panel or tool list.
Step 5 — Smoke test
Run get-schema via the agent or directly via MCP. Do not use "does it return labels?" as the test — an empty database returns no labels and looks identical to a broken connection.
Use this instead — it succeeds even on an empty DB:
read-cypher: RETURN 'connected' AS statusExpected: { "status": "connected" }. Any result confirms the server is alive and the credentials are valid.
If the database has data, also run:
get-schemaand confirm it returns the node labels and relationship types you expect.
---
HTTP Transport
HTTP transport runs the MCP server as a persistent network service — useful for shared servers, containers, or multiple clients.
# With credentials baked in (simpler — server authenticates all clients as the same user)
neo4j-mcp \
--neo4j-transport-mode http \
--neo4j-http-host 127.0.0.1 \
--neo4j-http-port 8080 \
--neo4j-uri bolt://localhost:7687 \
--neo4j-username neo4j \
--neo4j-password <password> \
--neo4j-database neo4jEditor config for HTTP (no credentials in config — server holds them):
{
"mcpServers": {
"neo4j-http": {
"type": "http",
"url": "http://127.0.0.1:8080/mcp"
}
}
}Per-request auth (omit --neo4j-username/--neo4j-password from the server command): each client request must include an Authorization: Basic <base64(username:password)> header. Generate the value with:
echo -n "neo4j:<password>" | base64Then add to the editor config:
{
"headers": { "Authorization": "Basic bmVvNGo6cGFzc3dvcmQ=" }
}Security: bind to127.0.0.1, not0.0.0.0. Only change to a broader interface if you need remote access and have TLS + auth in front of it.
---
Environment Variables
| Variable | Required | Default | Notes |
|---|---|---|---|
NEO4J_URI | yes | — | neo4j+s:// for Aura; bolt:// for local |
NEO4J_USERNAME | yes | — | |
NEO4J_PASSWORD | yes | — | |
NEO4J_DATABASE | no | server default | Specify explicitly to avoid routing to wrong DB |
NEO4J_READ_ONLY | no | false | Set true to hide write-cypher (safe default for exploration) |
When to set `NEO4J_READ_ONLY=false` (or remove the variable): any use case that needs to write data — imports, MERGE, schema changes, GDS write-back. Without write access, the agent will see only three tools (get-schema, read-cypher, list-gds-procedures) and write-cypher calls will fail.
---
APOC Requirement
The MCP server uses APOC for schema introspection (get-schema). On Aura, APOC is included automatically. On self-managed Neo4j, install the APOC plugin and whitelist it:
# neo4j.conf
dbms.security.procedures.unrestricted=apoc.*Verify: read-cypher: RETURN apoc.version() AS v — if this fails, get-schema will return incomplete results.
---
Troubleshooting
| Symptom | Likely cause | Fix |
|---|---|---|
| Server not listed in editor | Config file path wrong, JSON malformed, or editor not restarted | Validate JSON (python3 -m json.tool settings.json); confirm correct file for your editor; restart editor |
neo4j-mcp: command not found | Editor PATH doesn't include the binary location | Use absolute path in command: run which neo4j-mcp in terminal and paste the result |
| Server starts then immediately exits | Python not found (pip install) or wrong binary for OS (binary install) | Run the command manually in terminal to see the error: /full/path/neo4j-mcp --version |
AuthenticationException | Wrong credentials | Verify URI + credentials with cypher-shell or driver before editing config |
write-cypher tool missing | NEO4J_READ_ONLY=true | Remove or set to false if writes are needed |
ServiceUnavailable | DB not reachable from editor process | Check firewall, VPN, or whether Aura instance is paused |
list-gds-procedures returns empty | GDS not installed or Aura Free | GDS requires Aura Professional/Enterprise or self-managed with plugin |
---
Checklist
- [ ]
which neo4j-mcprun and absolute path noted — this goes incommand, notneo4j-mcp - [ ] Connectivity verified (
RETURN 'connected') before editing editor config - [ ] Credentials not committed to git;
.envin.gitignore - [ ]
NEO4J_READ_ONLYset intentionally —truefor exploration,false/absent for write use cases - [ ]
NEO4J_DATABASEspecified explicitly - [ ] Correct config file used for the target editor (VS Code uses
servers; all others usemcpServers) - [ ] Config is valid JSON (validate with
python3 -m json.tool <file>before saving) - [ ] Editor restarted after config change
- [ ] Smoke test passed:
read-cypher: RETURN 'connected' AS statusreturns a result - [ ] APOC available on self-managed:
read-cypher: RETURN apoc.version()
---
References
neo4j-mcp-skill
Installs and configures the official Neo4j MCP server so AI agents can connect to Neo4j via Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Kiro, and other MCP-compatible editors. Covers stdio and HTTP transport, read-only mode, and the four available tools.
Install:
npx skills add https://github.com/neo4j-contrib/neo4j-skills --skill neo4j-mcp-skillOr paste this link into your coding assistant: https://github.com/neo4j-contrib/neo4j-skills/tree/main/neo4j-mcp-skill