Adaptive Reasoning Server
An advanced MCP server that gives AI assistants persistent memory with machine-learning-powered semantic understanding, enabling branching memory, semantic search, and project analysis.
Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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PrismAero
Source: Glama
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Install from
The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse
Anthropic's MCP TypeScript SDK has a ReDoS vulnerability
ADVANCED_MEMORY_ALLOW_MODEL_DOWNLOADADVANCED_MEMORY_BUILD_RELATIONSHIP_INDEX_ON_STARTUPADVANCED_MEMORY_CONSOLE_LOG_LEVELADVANCED_MEMORY_EMBEDDING_BATCH_SIZEADVANCED_MEMORY_EMBEDDING_PROVIDERADVANCED_MEMORY_ENABLE_BACKGROUND_INTERFACE_ANALYSISADVANCED_MEMORY_ENABLE_EMBEDDING_BACKFILLADVANCED_MEMORY_ENABLE_FILE_WATCHERADVANCED_MEMORY_INITIAL_SCAN_DELAY_MSADVANCED_MEMORY_LOAD_VECTOR_INDEX_ON_STARTUPADVANCED_MEMORY_MODEL_CACHE_DIRADVANCED_MEMORY_MODEL_DOWNLOAD_TIMEOUT_MSADVANCED_MEMORY_RUN_INITIAL_BACKGROUND_TASKSADVANCED_MEMORY_SESSION_LOGADVANCED_MEMORY_STARTUP_FULL_SWEEPADVANCED_MEMORY_USE_MODEL_URLADVANCED_MEMORY_USE_VOCAB_URLALLOW_MODEL_DOWNLOADDISABLE_BASELINE_SEEDno unset Set to 1 to skip loading the curated baseline knowledge into the trainer on first run.ENABLE_QT_TOOLSno unset Set to 1 to expose the six Qt/QML analysis tools (only useful when entities carry file metadata).LOG_LEVEL"": "info"MAX_MODEL_MEMORYMEMORY_ALLOW_OUT_OF_ROOTMEMORY_PATH"": "/absolute/path/to/your/project",MODEL_CACHE_DIRMODEL_DOWNLOAD_TIMEOUTPERFORMANCE_MODETENSORFLOW_MODELTF_CPP_MIN_LOG_LEVELTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
26/26 tools missing one or more hints — list_memory_branches (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); create_memory_branch (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); delete_memory_branch (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +23 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool test coverage
13/26 tools referenced in tests (50%)
Write tests that reference each tool by name so every tool has at least one test.
Shell command execution
12 child_process calls — runs shell commands
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Production dependencies are patched
0 critical, 2 high severity in production deps — @modelcontextprotocol/sdk@1.24.2 (high), @modelcontextprotocol/sdk@1.24.2 (high)
Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.
Dependency freshness
1/9 production deps stale: @tensorflow-models/universal-sentence-encoder@2023-11-10 (2.7y)
Domain consistency
npm scope @prism.enterprises doesn't match GitHub owner prismaero
Use the same org name across GitHub, npm, and your homepage so users can verify the publisher.
Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.
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