otel-mcp-server

Enables natural language querying and analysis of OpenTelemetry traces, metrics, and logs stored in Elasticsearch/OpenSearch, allowing AI assistants to investigate performance issues, find root causes, and explore system behavior.

→ shiftyp/otel-mcp-server · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 18 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 3 credentials: API_KEY, OPENAI_API_KEY, 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.

🔐 secretAPI_KEY

configBACKEND_TYPE

configELASTICSEARCH_URL— Note: You can use either or OPENSEARCH_URL - both work.

configEMBEDDINGS_MODEL_ID

configENABLE_ML_TOOLS

configLOGFILE

configLOGLEVEL

configLOGS_INDEX

configMETRICS_INDEX

🔐 secretOPENAI_API_KEY— "": "sk-..." // Optional: for ML-powered features

configOPENAI_EMBEDDINGS_ENDPOINT

configOPENAI_EMBEDDINGS_MODEL

configOPENAI_MAX_CONCURRENT_REQUESTS

configOPENAI_MAX_TOKENS_PER_BATCH

configOPENAI_ORGANIZATION

configOPENAI_TIMEOUT_MS

configOPENSEARCH_URL— "": "http://localhost:9200",

🔐 secretPASSWORD— "": "changeme",

configSERVER_NAME

configTRACES_INDEX

// 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 7 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/shiftyp-otel-mcp-server-1b49w1)](https://m8ven.ai/mcp/shiftyp-otel-mcp-server-1b49w1)

commit: 6bb2fedcd5a40a2d84363d8500295b112b93b959

code hash: f9330601bbd203a0906f7168d9cf32b4b345a4e32e6d0da3451eb74c55492bea

verified: 6/18/2026, 11:09:20 AM

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