ollama-web (takashi000/ollama-web) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 15 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Warning
74/100

ollama-web

A lightweight personal Ollama Web UI with web search, PDF attachments, and MCP tools.

→ takashi000/ollama-web· listed on github_repo_search

Warning. Serious findings were identified. Review the full report before connecting. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

takashi000

Source: github_repo_search

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. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

⚡ Connect GitHub for Live Monitored

Install from

GitHub

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
🚨
Code appears obfuscated
3 files are unreadable to a human reviewer. Cannot audit what they do.
🔐
You'll be asked for 1 credential: OLLAMA_WEB_SECRET_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// tools this server exposes15 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.

add

Add two numbers.

multiply

Multiply two numbers.

sqrt

Return the square root of a non-negative number.

echo

Echo back the provided message unchanged.

reverse

Return the message reversed.

read_file

Read a text file from the test filesystem.

write_file

Write a text file to the test filesystem.

list_files

List files in the test filesystem.

list_personas

Return available persona names.

chat_as_persona

Respond to a message in the style of the chosen persona.

explain_style

Describe how the chosen persona speaks.

search_documents

Search the document index by keyword.

get_document

Return the full body of a document by title.

get_weather

Return a simple weather forecast for a city.

list_cities

Return the list of cities with available forecasts.

// 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.
configOLLAMA_HOSTTarget Ollama API
configOLLAMA_WEB_MODELDefault model to select
configOLLAMA_WEB_HOSTHost the web UI listens on
configOLLAMA_WEB_PORTPort the web UI listens on
configOLLAMA_WEB_DATA_DIRDirectory for sessions and attachments
configOLLAMA_WEB_MAX_UPLOAD_MBMaximum upload file size in MB
configOLLAMA_WEB_PINIf is not set, a random PIN will be printed to the console on startup. Open http://127.0.0.1:8000 in your browser and log in with that PIN.
🔐 secretOLLAMA_WEB_SECRET_KEYCookie signing key
configOLLAMA_WEB_LANGUAGEDisplay language for the UI and LLM prompts (ja or en)
// 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

15/15 tools missing one or more hints — add (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); multiply (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); sqrt (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +12 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 4/15 tools referenced in tests (27%)

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

Readable source code

3 files are minified or bundled, which is usually build output rather than concealment

Ship unminified, readable source.

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/takashi000/ollama-web?variant=verified)](https://m8ven.ai/mcp/takashi000/ollama-web)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: fbda00608e52eef6a0e7b01ce831b1e6c3666909
code hash: 80cba3bfffd39822d5118867ef0f746e09414c429d5b2751a97216df732e27e8
view raw JSON →
Check MCPs from inside your assistant
Tool Check · MCP

Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.

https://m8ven.ai/api/mcp/tool-check
check_toolsearch_toolscompare_toolsrecommend_alternativescheck_publisherreport_concern
How to add it →Free · no account needed · works in any MCP client