Summarization

Provides summarized output from various actions, optimizing token usage for efficient processing of large datasets and language models.

→ braffolk/mcp-summarization-functions· npm: mcp-summarization-functions· 1.3K installs· listed on pulsemcp

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.

Install from

PulseMCP github_topic mcp.so

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

⚠️

Known vulnerabilities in dependencies: 2 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 4 credentials: ANTHROPIC_API_KEY, API_KEY, GEMINI_API_KEY, OPENAI_API_KEY

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.

🔐 secretANTHROPIC_API_KEY

🔐 secretAPI_KEY— API key for the selected provider

🔐 secretGEMINI_API_KEY

configMAX_TOKENS— Maximum tokens for model responses (default: 1024)

configMCP_WORKING_DIR— fallback directory for trying to find files with relative paths from

configMODEL_ID— Specific model to use (defaults to provider's standard model)

🔐 secretOPENAI_API_KEY— your-key npx mcp-eval src/evals/evals.ts src/server/mcp-server.ts

configPROVIDER— AI provider to use. Supported values:

configPROVIDER_BASE_URL— Custom API endpoint for OpenAI-compatible providers

configSUMMARIZATION_CACHE_MAX_AGE— Cache duration in milliseconds (default: 3600000 - 1 hour)

configSUMMARIZATION_CHAR_THRESHOLD— Character count threshold for when to summarize (default: 512)

// 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 4 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/mcp-summarization-functions-8chgb9)](https://m8ven.ai/mcp/mcp-summarization-functions-8chgb9)

commit: bc02da0f432304480f2ca2ef9f6eb08d02e788e8

code hash: 721f66482508a2bcce4d8a5a5dc47c2f4a36b4b1776953d2b59048643952c20f

verified: 6/9/2026, 10:29:23 AM

view raw JSON →