Trust score
40/100
MarketNow Registry / AI/ML / llm-api-benchmark-mcp-server
llm-api-benchmark-mcp-server
Runs a throughput benchmark for LLM APIs, measuring generation throughput, prompt throughput, and Time To First Token (TTFT) under various concurrency levels.
AI/ML
v0.1.4
by unknown
Install risk
Runs registry code
Source
pypi
Indexed
2026-09-10
Install
$ uvx llm-api-benchmark-mcp-serverInstalling via npx/uvx/npm install executes arbitrary code from the public registry on your machine. This is the install-risk semantic of the MarketNow catalog — verify the publisher before running it.
How MarketNow scored this
Sentinel Index Heuristics — a security-first estimate from public signals:
- Package age and release activity (stale repositories lose points)
- Verified adoption: registry downloads or GitHub stars, not follower counts
- Typosquat distance against the 150 most-installed MCP packages
- Injection markers scanned in the package description
Heuristic, not a guarantee. For verified agent credentials and revocation, see the MarketNow Trust API.
What is llm-api-benchmark-mcp-server?
Runs a throughput benchmark for LLM APIs, measuring generation throughput, prompt throughput, and Time To First Token (TTFT) under various concurrency levels. Indexed by MarketNow with trust 40/100 (Runs registry code).
How do I install it?
Run $ uvx llm-api-benchmark-mcp-server Installing via npx/uvx/npm install executes arbitrary code from the public registry on your machine. This is the install-risk semantic of the MarketNow catalog — verify the publisher before running it.
What does the trust score mean?
Security-first heuristic over public signals (age, adoption, typosquat distance, injection markers). It is not a popularity ranking and not a guarantee of safety. llm-api-benchmark-mcp-server scores 40/100.