magpie-search

Federated, local-first search for AI agents: one query fans across transcripts, files, a knowledge graph, a vector store, the live web, and YouTube, fused by trust-weighted RRF into one ranked answer. Five modes (grep/lexical/semantic/hybrid/rerank), runs entirely on your machine over MCP.

→ xfloukiex-lab/magpie-search · listed on glama

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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 1 credential: GMAIL_APP_PASSWORD

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configMAGPI_HOME

configMAGPIE_SEARCH_BACKUP_CONFIG

configMAGPIE_SEARCH_BACKUP_MAX_AGE_HOURS

configMAGPIE_SEARCH_MODELS_DIR— $MAGPIE_SEARCH_HOME/models fastembed model cache

configMAGPIE_SEARCH_TOKENIZER— heuristic Set to tiktoken for precise budget counting

configMAGPIE_SEARCH_NOISE_PATTERNS

configMAGPIE_SEARCH_DEDUP

configMAGPIE_SEARCH_NOISE_FILTER

configMAGPIE_SEARCH_HOME— ~/.magpie-search Data directory (DB, models, logs)

configCLAUDE_PROJECTS_DIR

configMAGPIE_SEARCH_AUDIT_MAX_BYTES

configMAGPIE_SEARCH_AUDIT_LOG— $MAGPIE_SEARCH_HOME/llm-audit.jsonl Per-call audit log

configMAGPIE_SEARCH_DEBUG

configMAGPIE_SEARCH_OLLAMA_HOST

configMAGPIE_SEARCH_SEMANTIC_GROUNDING_THRESHOLD

configMAGPIE_SEARCH_TRUST_PROBE_OVERRIDES

configMAGPIE_SEARCH_ALERTS_LOG

🔐 secretGMAIL_APP_PASSWORD

configX

configMAGPIE_SEARCH_TELEMETRY— 1). When on, it sends only anonymous usage: which

configMAGPIE_SEARCH_TELEMETRY_URL

// 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 1 concrete improvement 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/xfloukiex-lab-magpie-search-1786ms)](https://m8ven.ai/mcp/xfloukiex-lab-magpie-search-1786ms)

commit: f2cd4ad404a01ee3d1ab47b4d0223af93e835c7e

code hash: 7298caaf5fb27e03a85c87d0d14b942443ee7abc001618b11078057a27e6858f

verified: 6/18/2026, 10:33:26 AM

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