io.github.K11-Software-Solutions/llm-assure
LLM Assure
Is the LLM Assure MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-13.
Red-team LLM apps: 41 OWASP LLM Top 10 probes, adaptive attacks, CI gate, audit reports.
alive probed 2026-11-14 · unchanged since 2026-11-13
- Run it
- uvx k11-llm-assure-mcp@0.1.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- llm-assure 0.1.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 277 characters
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 1.7k tokens in Claude Opus 5.5, exact, measured 2026-11-13. With the Claude Code prefix mcp__…__ on each tool name: 1.7k. The o200k_base estimate is 931. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/K11-Software-Solutions/k11techlab-llm-assurance-toolkit
- Website
- https://github.com/K11-Software-Solutions/k11techlab-llm-assurance-toolkit
- Registry
- active, updated 2026-11-13 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.77×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| run_assessment | 713 | 402 | 43 % |
| send_probe | 445 | 251 | 27 % |
| list_probes | 172 | 97 | 10 % |
| list_suites | 169 | 95 | 10 % |
| get_findings | 153 | 86 | 9 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Thermo Orbitrap (Instrument API) io.github.K-Dense-AI/labmcp-thermo-iapi · needs env
- Thorlabs Optical Power Meter io.github.K-Dense-AI/labmcp-thorlabs-pm · needs env
- k11 API Contract QA io.github.K11-Software-Solutions/api-contract-qa · alive
- k11 API Functional QA io.github.K11-Software-Solutions/api-functional-qa · alive
- k11 Release Gate io.github.K11-Software-Solutions/release-gate · alive
- k11 Selenium QA io.github.K11-Software-Solutions/selenium-qa · alive
- b123d-print io.github.KD5RYN/b123d-print · crashed on start
- io.github.KNambiarDJsc/meridian-mcp · alive
Servers that mention assure.
- com.americassuretybonds/surety-bonds · alive
- MCP TUSS / Rol ANS io.github.mcpassure/mcp-tuss · needs env
- MCP CNES io.github.mcpassure/mcp-cnes · needs env
- io.github.CSOAI-ORG/meok-asc-rspca-crosswalk-mcp · needs mcp<2
- io.github.CSOAI-ORG/meok-rspca-aquaculture-mcp · needs mcp<2
- MCP Bulário ANVISA io.github.mcpassure/mcp-anvisa-bulario · needs env
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.