mcp-llm (sammcj/mcp-llm) is an MCP server listed on the M8ven Trust Index. It scores 55 out of 100, grade D. It declares 4 tools. No publisher has claimed this listing.

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D
Caution
55/100

mcp-llm

An MCP server that provides LLMs access to other LLMs

→ sammcj/mcp-llm· listed on mcp_so

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

sammcj

Source: mcp.so · also listed on ModelScope, github_topic

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Install from

mcp.sonot scored hereModelScopenot scored hereGitHub

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// 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 1 credential: OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// tools this server exposes4 tools

These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.

generate_code

Generate code based on a description

generate_code_to_file

Generate code and write it directly to a file at a specific line number

generate_documentation

Generate documentation for code

ask_question

Ask a question to the LLM

// known CVEs in dependencies2 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.6.1GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.6.1GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configLLM_ALLOW_FILE_WRITE
configLLM_BASE_URL
configLLM_MIN_P
configLLM_MODEL_NAME
configLLM_MODEL_PROVIDER
configLLM_NUM_CTX
configLLM_REPETITION_PENALTY
configLLM_SYSTEM_PROMPT_ASK_QUESTION
configLLM_SYSTEM_PROMPT_GENERATE_CODE
configLLM_SYSTEM_PROMPT_GENERATE_DOCUMENTATION
configLLM_TEMPERATURE
configLLM_TIMEOUT_S
configLLM_TOP_K
configLLM_TOP_P
🔐 secretOPENAI_API_KEY
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

4/4 tools missing one or more hints — generate_code (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_code_to_file (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_documentation (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +1 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tests exist

No test files found

Add tests that exercise each declared tool.

Production dependencies are patched

0 critical, 2 high severity in production deps — @modelcontextprotocol/sdk@1.6.1 (high), @modelcontextprotocol/sdk@1.6.1 (high)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// 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 Verified](https://m8ven.ai/badge/mcp/sammcj/mcp-llm?variant=verified)](https://m8ven.ai/mcp/sammcj/mcp-llm)
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commit: 4dc292c9713904376e56d19cbc9a79690d303e95
code hash: b518cbe68322681dba4eba2abb86a3be312b9d18d51fd79fc1078084a275d0eb
view raw JSON →
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