60
/ 100
1 month ago
glama

concept-rag

Enables LLMs to perform conceptual search over local PDF/EPUB documents using a RAG pipeline with corpus-driven concept extraction and WordNet enrichment.

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// key findings
⚠️
Known vulnerabilities in dependencies: 3 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 1 credential: OPENROUTER_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies3 high2 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@langchain/core@0.2.36GHSA-r399-636x-v7f6

LangChain serialization injection vulnerability enables secret extraction

high@modelcontextprotocol/sdk@1.1.1GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.1.1GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

low@langchain/community@0.3.24GHSA-gf3v-fwqg-4vh7

@langchain/community affected by SSRF Bypass in RecursiveUrlLoader via insufficient URL origin validation

low@langchain/community@0.3.24GHSA-mphv-75cg-56wg

LangChain Community: redirect chaining can lead to SSRF bypass via RecursiveUrlLoader

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// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configAIL_EVAL_MODEL
configAIL_MAX_ITERATIONS
configAIL_MAX_TOKENS
configAIL_MODEL
configAIL_TEMPERATURE
configAIL_TESTS
configAIL_TEST_DB
configAIL_TIMEOUT_MS
configAIL_VERBOSE
configCONCEPT_RAG_DB
configCONCEPT_RAG_DB_PATH
configDATABASE_PATH
configEBOOKS_DIR
🔐 secretOPENROUTER_API_KEY
configREPORT_OUTPUT
configRUST_LOG
configTEST_DB_PATH
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/m2ux-concept-rag-sjh2sh)](https://m8ven.ai/mcp/m2ux-concept-rag-sjh2sh)
commit: 321f4b43b62bfd7ed5e8ab987950f19f8522e04e
code hash: 53b81b0c9d57889a3bb80045125227f006169c5922c1a32c2eca08801187c00e
verified: 6/13/2026, 10:17:40 AM
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