Claimify

Extracts verifiable, decontextualized factual claims from text using a research-based four-stage pipeline (sentence splitting, selection, disambiguation, and decomposition). Integrates with MCP clients to enable claim extraction and verification workflows.

→ AdamGustavsson/ClaimsMCP · listed on glama

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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.

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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: 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.

configLLM_PROVIDER

🔐 secretOPENAI_API_KEY— "your-openai-api-key-here"

configLLM_MODEL— "gpt-4o-2024-08-06" # Model that supports structured outputs

configSAMPLING_MAX_TOKENS_SELECTION

configSAMPLING_MAX_TOKENS_DISAMBIGUATION

configSAMPLING_MAX_TOKENS_DECOMPOSITION

configSAMPLING_MAX_RETRIES

configLOG_LLM_CALLS— "true" # Set to "false" to disable logging

configLOG_OUTPUT— "stderr" # "stderr" or "file" - where to send logs

configLOG_FILE— "claimify_llm.log" # Used only if LOG_OUTPUT="file"

// 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 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/adamgustavsson-claimsmcp-akm6t7)](https://m8ven.ai/mcp/adamgustavsson-claimsmcp-akm6t7)

commit: 2c2c8fbb1b014a7c77809b52b453aa05e3d3f7b6

code hash: af8a040b0b65889ada7641040865a0098b7d0d4e9016421e01dd94319a675fb8

verified: 6/18/2026, 10:40:18 AM

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