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MCP-Trust-Kit MCP Server

aak204/MCP-Trust-Kit

Score: 54.3 Rank #1719 MCP Server
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Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.

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Overview

aak204/MCP-Trust-Kit is a Python MCP server licensed under Apache-2.0. Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers. Topics: agentic-ai, ci-cd, devsecops, llm-agents, mcp, model-context-protocol, python, security, static-analysis, trust-score.

Ranked #1719 out of 28002 indexed tools.

In the top 7% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0
agentic-aici-cddevsecopsllm-agentsmcpmodel-context-protocolpythonsecuritystatic-analysistrust-score

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 93

93 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 0%

0/1 issues closed → many open issues

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 1
Description Good
License Apache-2.0

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Issue Health high impact

You have 1 open vs 0 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"model context protocol""model-context-protocol"

From the README

# MCP Trust Kit

**Deterministic surface-risk scoring for MCP servers.**

`MCP Trust Kit` scans a local MCP server over `stdio`, discovers its tools, runs deterministic
checks for protocol and tool hygiene plus risky exposed capabilities, calculates a score from
`0..100`, and emits terminal, JSON, and SARIF output that fits cleanly into CI.

**MCP Trust Kit scores surface risk, not business intent.**

A low score means the exposed tool surface deserves review. It does not mean a server is malicious.
A high score means fewer deterministic findings. It does not mean a server is safe.

## Why

MCP servers expose tools to agents. That makes two questions worth automating before adoption:

- is the server metadata and schema surface clear enough to review?
- does the server expose capabilities with high blast radius?

`MCP Trust Kit` is intentionally narrow. It is not a security platform, a gateway, a hosted
service, or a certification authority. It is a deterministic scanner with stable ou
Read full README on GitHub →

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