git-rag-mcp_server (vamsi-desu/git-rag-mcp_server) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 13 tools. No publisher has claimed this listing.

Emerging

74/100

git-rag-mcp_server

Item: git-rag-mcp_server
Rating: 74
Author: M8ven

→ vamsi-desu/git-rag-mcp_server · listed on github_repo_search

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

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 push why connect →

Who stands behind it

vamsi-desu

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

🚨

Secret credentials may flow to a network call

1 flow detected: GITHUB_TOKEN. We can’t prove the destination matches the brand the credential belongs to.

🔐

You'll be asked for 2 credentials: OPENAI_API_KEY, GITHUB_TOKEN

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// tools this server exposes13 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.

get_github_user

Return information about the authenticated GitHub user.

list_repositories

List repositories accessible to the authenticated GitHub user.

get_repository

Get information about a specific GitHub repository.

search_issues

Search GitHub issues.

get_file_content

Get the content of a file from a GitHub repository.

list_files

List files and directories in a GitHub repository.

search_code

Search for code in a GitHub repository.

create_test_case

Create a standardized MCP test case.

validate_github_result

Perform basic validation of a GitHub MCP tool result.

validate_rag_result

Perform basic validation of a RAG MCP tool result.

search_employees

Search the employee PDF and return the most relevant employee records.

show_chunks

Show employee chunks created from the PDF. Useful for verifying the RAG chunking process.

get_chunk_count

Return the number of employee chunks created from the PDF.

// 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.

🔐 secretOPENAI_API_KEY

🔐 secretGITHUB_TOKEN

// 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 — get_github_user (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_repositories (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_repository (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.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

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 Score](https://m8ven.ai/badge/mcp/vamsi-desu/git-rag-mcp_server)](https://m8ven.ai/mcp/vamsi-desu/git-rag-mcp_server)

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commit: 0fea22569fb81b2883f5e8c909210d76b4c70317

code hash: caf208f4a09ba7e38d022c38dac2ff20c6908e7f8987118f2efeac3b3926fb0f

view raw JSON →

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