Skip to main content
Glama
Sign In
Swanand33

mcp-llm-behave

by Swanand33
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

Related Servers

Alternatives to mcp-llm-behave

No user-submitted related servers found.

    Related Servers

    • MCP Rigor

      actions-marketplace-validations
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables natural-language testing of MCP servers—covering tools, resources, prompts, contracts, and transports—without writing test code, with deterministic validation and CI integration.
      117 npm
      Apache 2.0

    • evalsmith-mcp

      diegoperezg7
      A
      license
      A
      quality
      A
      maintenance
      Enables MCP clients to score retrieval quality with recall, precision, nDCG, hit rate and MRR, compare 2-3 configurations with seeded paired-bootstrap confidence intervals, audit agent tool calls against expected traces, and detect prompt regressions against golden sets. It also generates Markdown, JSON or JUnit reports with pass/fail gates, all deterministically and offline without paid API keys.
      6
      308 npm
      1
      MIT

    • mycelium

      Transmitt0r
      A
      license
      Not graded
      quality
      C
      maintenance
      Provides MCP tools for semantic search over personal knowledge sources using pluggable embeddings and local vector indexing.
      1
      MIT

    • Autonomous QA Engineer MCP

      GolffyCoding
      F
      license
      Not graded
      quality
      B
      maintenance
      Provides MCP tools that give LLM agents a full QA engineer workflow: scanning projects, generating deterministic test suites, executing them across browser/API/mobile, diagnosing failures, and proposing fixes that require human approval.
      -

    • agent-eval

      RudrenduPaul
      A
      license
      A
      quality
      C
      maintenance
      MCP server exposing statistical regression testing for LLM agents as a "run" tool: p-value, effect size, and confidence interval on whether agent behavior actually changed.
      1
      47 PyPI
      Apache 2.0

    • eval-mcp-server

      christianmacion
      A
      license
      Not graded
      quality
      B
      maintenance
      Exposes a deterministic AI-slop scanner and RAG grounding grader as MCP Tools, Resource, and Prompt, enabling any MCP client to evaluate text quality and context faithfulness.
      MIT
    Deploy Server
    Claude Code, inside the Godot 4 editorFlockbay puts an AI agent in the real Godot 4 editor: it writes GDScript, runs your game and fixes what breaks. Free, or bring your own Claude Code or Codex.flockbay.comAd

    TDQS

    A4.1/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a distinct and clearly separated purpose: comparing outputs, listing built-in behaviors, and running a behavior test. No overlap or ambiguity.

    Naming Consistency5/5

    All tool names follow the same verb_noun pattern in snake_case: compare_outputs, list_builtin_behaviors, run_behavior_test. Perfectly consistent.

    Tool Count4/5

    Three tools is small but sufficient for the server's focused domain of LLM behavior testing. The set covers the essential operations without being overly minimal.

    Completeness4/5

    The tools cover listing available behaviors, running a test, and comparing outputs. While additional features like adding custom behaviors could be useful, the core workflow is complete.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources