C
Emerging
74/100
4 days ago

DecisionsSearch

Provides persistent hybrid memory (Neo4j + Qdrant) for AI agents, enabling durable recall of decisions, business rules, and code patterns across sessions, plus autonomous CI/CD error investigation.

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

Renzo-Tognella

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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// key findings
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: GITHUB_TOKEN, SHORTCUT_TOKEN, CLAUDE_SESSION_KEY, ANTHROPIC_API_KEY, ZAI_API_KEY, EMBEDDING_API_KEY, LLM_API_KEY, COHERE_API_KEY, JINA_API_KEY, OPENROUTER_API_KEY, OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configDECISIONSSEARCH_ENABLE_OPERATOR_TOOLSfalse Explicitly enables MCP approval/rejection/apply tools
configTOOL_TELEMETRY_PATH
configQDRANT_HOSTlocalhost Qdrant host
configQDRANT_COLLECTION
configSPARSE_VECTOR_NAME
configDECISIONSSEARCH_SESSION_FILEor .decisionssearch/session.md. It sends that context to the
configDECISIONSSEARCH_PROJECThybrid ranking and RRF fusion. Set when the server is
configDECISIONSSEARCH_SESSION_ID
configDECISIONSSEARCH_COMMIT_MEMORY_LOG_LEVEL
configDECISIONSSEARCH_LEDGER_BACKENDneo4j Canonical ledger adapter; memory is restricted to tests/regressions
🔐 secretGITHUB_TOKEN
🔐 secretSHORTCUT_TOKEN
configHYDE_MODEL
🔐 secretCLAUDE_SESSION_KEY
🔐 secretANTHROPIC_API_KEY
🔐 secretZAI_API_KEY
configXcurl - POST https://your-domain.example/api/webhook/errors \
configDECISIONSSEARCH_OPERATOR_TOKENS
configDECISIONSSEARCH_ALLOW_INSECURE_LOCAL_OPERATOR
configOPENROUTER_EMBEDDING_ZDRtrue Restricts OpenRouter embedding requests to ZDR endpoints
configEMBEDDING_REQUEST_DIMENSIONS
configGEMINI_EMBEDDING_TASK
configLOCAL_QUERY_INSTRUCTION
configSPARSE_EMBEDDING_MODEL
configLLM_PROVIDERgemini LLM provider: openai, zai, openrouter, gemini
configEMBEDDING_PROVIDERinherits LLM_PROVIDER Optional separate embedding provider, including openrouter
🔐 secretEMBEDDING_API_KEY
🔐 secretLLM_API_KEYGeneric API key for all providers
configEMBEDDING_BASE_URL
configLLM_BASE_URL
configLLM_CHAT_MODEL
configEMBEDDING_MODEL
configLOCAL_EMBEDDING_MODEL
configEMBEDDING_DIMENSIONS
configOPENROUTER_HTTP_REFERER
configOPENROUTER_SITE_URL
configOPENROUTER_APP_TITLE
🔐 secretCOHERE_API_KEY
configCOHERE_RERANK_MODEL
configCOHERE_BASE_URL
🔐 secretJINA_API_KEY
configJINA_RERANK_MODEL
configJINA_BASE_URL
🔐 secretOPENROUTER_API_KEYOpenRouter key for chat, embeddings, reranking, and the autonomous worker
configOPENROUTER_RERANK_MODELqwen/qwen3-reranker-8b Native OpenRouter reranker model
configOPENROUTER_RERANK_ZDRtrue Restricts reranking to Zero Data Retention endpoints
configOPENROUTER_RERANK_BASE_URL
🔐 secretOPENAI_API_KEYapi_key: ${}
configOPENAI_RERANK_MODEL
configOPENAI_RERANK_BASE_URL
configRERANKER_PROVIDERnone none, cohere, jina, cross-encoder, openrouter, openai
// quality suggestions

Tool 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

52/52 tools missing one or more hints — memory.upsert (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); memory_upsert (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); memory.change.propose (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +49 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

25/52 tools referenced in tests (48%)

Write tests that reference each tool by name so every tool has at least one test.

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.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// 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/renzo-tognella-decisionssearch-1ltx3u)](https://m8ven.ai/mcp/renzo-tognella-decisionssearch-1ltx3u)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: ad78cde186007fc7778be73e3d9257d3e2c4f004
code hash: 171ba912be34009735b0a3bc6e4a1c56fceb4ddbc9dd3c53e3bfb68665117fd4
verified: 8/18/2026, 9:18:13 AM
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