graph-mcp-java-gen
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| GRAPH_BACKEND | No | Backend for the graph catalog. Defaults to the local JSON fixture. Set to 'neo4j' to use a live Neo4j database. | fixture |
| OPENAI_API_KEY | No | API key for OpenAI, required to enable the multi-agent NLP tool (generate_java_test_nlp). |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| get_fixture_metadataA | Return provenance and version information for the active graph fixture. |
| search_graphB | Search the bounded synthetic graph by class, qualified name, or method. |
| generate_java_testD | Generate Java only when graph grounding, syntax, contract, and safety pass. |
| generate_java_test_from_intentC | Parse a bounded natural-language request, generate Java, and enforce all gates. |
| generate_java_test_nlpB | Multi-agent pipeline: LLM parses free-form NL, generates Java, LLM reviews it. Agent 1 (LLMIntentParser) normalises natural language to a structured intent. The deterministic generator produces graph-cited, validated Java source. Agent 2 (ReviewAgent) audits the result against a six-item checklist. Requires OPENAI_API_KEY in the environment. |
| validate_java_sourceC | Validate bounded Java source against syntax, graph, contract, and safety gates. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/rajendarmuddasani/02-graph-grounded-genai-test-generation'
If you have feedback or need assistance with the MCP directory API, please join our Discord server