Echoes MCP Server

Enables AI integration with the Echoes storytelling platform, providing narrative knowledge graph extraction, semantic search, and arc isolation.

→ echoes-io/mcp-server · 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.

// required environment variables

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

configECHOES_EMBEDDING_DTYPE— No fp32 Quantization level: fp32, q8, q4 (see Performance Notes)

configECHOES_EMBEDDING_MODEL— No Xenova/e5-small-v2 HuggingFace embedding model

configECHOES_GEMINI_MODEL— No gemini-2.5-flash Gemini model for extraction

// 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 0 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/echoes-io-mcp-server-120d8x)](https://m8ven.ai/mcp/echoes-io-mcp-server-120d8x)

commit: 7a49189f6ca9036cb366250c227e7524b4e617a9

code hash: 81f721dd6baf59993f0fe91da2481ef3e75f0c091fc9791b1d7fc5fb9b9c04b5

verified: 6/17/2026, 11:40:28 AM

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