SGraph MCP Server

24 tools. 1 can modify or destroy data without limits.

1 write tool that can modify data. Rate limits recommended.

Last updated:

1 can modify or destroy data
23 read-only
24 tools total

Community server · catalogue entry verified 29/06/2026

How to control SGraph MCP Server ↓

What SGraph MCP Server exposes to your agents

Read (23) Write / Execute (1) Destructive / Financial (0)
High Risk

The most dangerous SGraph MCP Server tools

1 of SGraph MCP Server's 24 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

How to control SGraph MCP Server

PolicyLayer is an MCP gateway — it sits between your AI agents and SGraph MCP Server, and nothing reaches the server without passing your rules. These are the rules we recommend:

Rate limit write operations
{
  "sgraph_resolve_local_path": {
    "limits": [
      {
        "counter": "sgraph_resolve_local_path_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations
{
  "sgraph_analyze_change_impact": {
    "limits": [
      {
        "counter": "sgraph_analyze_change_impact_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

  1. Create a free account and register SGraph MCP Server — nothing to install.
  2. Add these rules — paste them, or build them visually. Tune the limits to your setup.
  3. Point your MCP client (Claude, Cursor, anything) at your gateway URL.
ENFORCE POLICY ON SGRAPH →

Instant setup, no code required.

All 24 SGraph MCP Server tools

READ 23 tools
Read sgraph_analyze_change_impact sgraph_analyze_change_impact Read sgraph_analyze_external_usage Analyze usage of External dependencies. Optionally restrict by scope_path (e.g., repository path). Read sgraph_audit sgraph_audit Read sgraph_cypher_query sgraph_cypher_query Read sgraph_get_dependency_chain Get transitive dependency chain from an element. Direction can be 'outgoing', 'incoming', or 'both'. Read sgraph_get_element Get an element from a model by the path. Read sgraph_get_element_attributes sgraph_get_element_attributes Read sgraph_get_element_dependencies sgraph_get_element_dependencies Read sgraph_get_element_incoming_associations Get the incoming associations of single element. Does not include the associations of the children. Read sgraph_get_element_outgoing_associations Get the outgoing associations of single element. Does not include the associations of the children. Read sgraph_get_element_structure sgraph_get_element_structure Read sgraph_get_elements_by_type Get all elements of a specific type. Optionally limit search to a scope path. Read sgraph_get_high_level_dependencies sgraph_get_high_level_dependencies Read sgraph_get_model_overview Get hierarchical overview of the model structure up to specified depth. Read sgraph_get_multiple_elements Get information for multiple elements efficiently in a single request. Read sgraph_get_root_element Get the root element from a model. Read sgraph_get_subtree_dependencies Get all dependencies within a subtree, categorized by internal, incoming, and outgoing. Read sgraph_load_model Load a graph model from file and return its ID for subsequent queries. Read sgraph_query sgraph_query Read sgraph_search_elements sgraph_search_elements Read sgraph_search_elements_by_attributes Search for elements by attribute values. attribute_filters is a dict of attribute_name -> expected_value. Read sgraph_search_elements_by_name Search for elements by name pattern (regex or glob). Optionally filter by element type and scope path. Read sgraph_security_audit sgraph_security_audit

Questions about SGraph MCP Server

How do I prevent bulk modifications through SGraph MCP Server? +

The SGraph MCP Server server has 1 write tools including sgraph_resolve_local_path. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach SGraph MCP Server.

How many tools does the SGraph MCP Server MCP server expose? +

24 tools across 2 categories: Read, Write. 23 are read-only. 1 can modify, create, or delete data.

How do I enforce a policy on SGraph MCP Server? +

Register the SGraph MCP Server MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Enforce policy on every SGraph MCP Server tool call.

Deterministic rules across all 24 SGraph MCP Server tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

Instant setup, no code required.

24 SGraph MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.

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