Skip to main content
Glama
Jwrede

llmprobe

by Jwrede
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Go
Local

Related Servers

Alternatives to llmprobe

No user-submitted related servers found.

    Related Servers

    • llm-latency-tracker

      mazamaka
      F
      license
      Not graded
      quality
      B
      maintenance
      Measured latency and uptime for 45 hosted AI inference APIs: independent probes from 4 regions every 5 minutes, no gateway. Exposes get_ai_api_latency (TTFB p50/p95 and uptime rankings by region). Data CC BY 4.0.
      1
      -

    • ppb-mcp

      paulplee
      A
      license
      Not graded
      quality
      D
      maintenance
      Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM, concurrent users) as tools for LLM clients.
      MIT
    • qa-probe by LS-SIEM-LLP

      qa-probeofficial

      LS-SIEM-LLP
      A
      license
      A
      quality
      A
      maintenance
      Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.
      8
      14 npm
      2
      Apache 2.0
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.3/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a distinct purpose: configuration retrieval, provider listing, bulk probing, and single model probing. No overlap.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (get_config, list_providers, probe_all, probe_model) with appropriate verbs.

    Tool Count5/5

    4 tools is well-scoped for the LLM probing domain, covering necessary operations without bloat.

    Completeness5/5

    The tool set covers all essential probe operations: viewing config, listing providers, probing all endpoints, and probing a single endpoint, with no obvious gaps.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive

    Resources