ollama-mcp (rawveg/ollama-mcp) is an MCP server listed on the M8ven Trust Index. It scores 89 out of 100, grade B. It declares 13 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
B
Emerging
89/100
10 days ago

ollama-mcp

An MCP Server for Ollama

→ rawveg/ollama-mcp· listed on github_topic

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Sandbox Verified⚡ Live Monitored: not connected

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Who stands behind it

rawveg

Source: github_topic · also listed on ModelScope

Is this your MCP?

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Install from

GitHubModelScopenot scored here

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
✅
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: OLLAMA_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// 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.
🔐 secretOLLAMA_API_KEYSearch the web with customizable result limits (requires OLLAMA_API_KEY)
configOLLAMA_HOSTOllama server endpoint (use https://ollama.com for cloud)
// 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

13/13 tools missing one or more hints — ollama_chat (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); ollama_copy (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); ollama_create (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +10 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.

Tool test coverage

Only 2/13 tools referenced in tests (15%)

Write tests that reference each tool by name so every tool has at least one test.

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 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/rawveg/ollama-mcp)](https://m8ven.ai/mcp/rawveg/ollama-mcp)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: c11354c24d68f9e8bd0eb6e36d76ecc77597d392
code hash: 69a8a092151ca836e3aa139307486ca2a45cd44ac5185108a4e177a1dbf30c1b
verified: 8/31/2026, 8:54:38 PM
view raw JSON →
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