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glama

DocGraph

Universal documentation knowledge-graph MCP server with hybrid full-text + vector search. Indexes local files and remote sources from Notion, Jira, Obsidian, Linear, GitHub, and Confluence into a single SQLite knowledge graph, exposing it to AI agents via the Model Context Protocol.

→ carrilloapps/docgraph· listed on glama
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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.
⚠️
Tests do not pass
Either the test suite is broken or the code regressed. Either way the published behaviour can’t be verified by the publisher’s own tests.
✅
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 11 credentials: AZURE_OPENAI_API_KEY, COHERE_API_KEY, FIREWORKS_API_KEY, GOOGLE_API_KEY, HUGGINGFACE_API_KEY, MINIMAX_API_KEY, MISTRAL_API_KEY, OPENAI_API_KEY, REPLICATE_API_KEY, TOGETHER_API_KEY, VOYAGEAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies3 high1 low

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

highminimatch@9.0.0GHSA-23c5-xmqv-rm74

minimatch ReDoS: nested *() extglobs generate catastrophically backtracking regular expressions

highminimatch@9.0.0GHSA-3ppc-4f35-3m26

minimatch has a ReDoS via repeated wildcards with non-matching literal in pattern

highminimatch@9.0.0GHSA-7r86-cg39-jmmj

minimatch has ReDoS: matchOne() combinatorial backtracking via multiple non-adjacent GLOBSTAR segments

lowyaml@2.4.0GHSA-48c2-rrv3-qjmp

yaml is vulnerable to Stack Overflow via deeply nested YAML collections

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretAZURE_OPENAI_API_KEY
configAZURE_OPENAI_ENDPOINT
🔐 secretCOHERE_API_KEY
configDOCGRAPH_DEBUG— Set =1 to log JSON-RPC traffic to stderr.
configDOCGRAPH_LOG
configDOCGRAPH_MAX_PROJECTS— directory. Projects are kept in a small LRU (default =16) so long-running
configDOCGRAPH_NO_WATCH— 1 (environment variable)
configDOCGRAPH_PROJECT— is inferred from the server's working directory, the env var, or the
configDOCGRAPH_WATCH_POLLING
🔐 secretFIREWORKS_API_KEY
🔐 secretGOOGLE_API_KEY
🔐 secretHUGGINGFACE_API_KEY
🔐 secretMINIMAX_API_KEY
configMINIMAX_GROUP_ID
🔐 secretMISTRAL_API_KEY
🔐 secretOPENAI_API_KEY— export =sk-...
🔐 secretREPLICATE_API_KEY
🔐 secretTOGETHER_API_KEY
🔐 secretVOYAGEAI_API_KEY
// 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 3 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/carrilloapps-docgraph-y12dqz)](https://m8ven.ai/mcp/carrilloapps-docgraph-y12dqz)
commit: d5f5810e0607d0b3d2a26cdcf663997c85811825
code hash: d9f494ee510200f53f406b84acc90be503cd3f931fb5d8b8b74c04590ec3cc4f
verified: 7/5/2026, 9:01:37 AM
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