A
licenseA
qualityC
maintenanceMCP server that provides tools for evaluating LLM agent reliability, including adversarial task generation, automated LLM-as-judge assessment, and confidence statistics.
3
1
MIT
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"LLVM" matching MCP servers:
- AlicenseAqualityCmaintenanceProvides persistent browser tabs with tools to read, click, type, and interact with web pages, enabling local LLM agents to perform multi-step web tasks.151MIT
- AlicenseAqualityCmaintenanceAn MCP server that runs curated adversarial prompts against local Ollama models to test guardrails, scoring responses with heuristic verdicts for human review.5MIT
- AlicenseAqualityCmaintenanceServes an LLM-maintained markdown wiki to agents over MCP, providing tools for querying and navigating wiki pages without direct filesystem access.11GPL 2.0
- AlicenseAqualityBmaintenanceA thin MCP server that delegates lightweight tasks from Claude Code or any MCP-compatible client to local or cloud LLMs via LiteLLM, supporting models like Ollama and cloud APIs as subagents.1MIT
- FlicenseAqualityBmaintenanceEnables AI agents to create, render, and validate 3D scenes, 2D art, and games in HTML canvas using Three.js, WebGL, or Canvas 2D, with multi-angle screenshots, structured validation reports, and interactive playtesting.5
- AlicenseAqualityCmaintenanceEstimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO for AI workloads using deterministic calculators.121MIT
- AlicenseAqualityAmaintenanceDaily-verified LLM API pricing dataset (44+ models, CN & global) with a hosted MCP server for live price queries and token cost estimation.42CC BY-4.0
- AlicenseAqualityCmaintenanceEnables offline local LLM analysis of text data via MCP, taking raw text and an instruction to return analysis results without cloud calls.1MIT
- AlicenseAqualityCmaintenanceExposes llm-behave's behavioral regression testing as MCP tools, allowing offline semantic similarity checks on LLM outputs without any API calls.3MIT
- AlicenseAqualityBmaintenanceA local MCP gateway that unifies multiple LLM providers, API keys, routing, and multi-model discussions into a single tool surface.1346MIT
LLM Pulse MCP Serverofficial
AlicenseAqualityBmaintenanceMonitors brand mentions, citations, sentiment, competitor share of voice, and GEO performance across AI search engines.1MIT- AlicenseAqualityFmaintenanceMCP server that provides AI assistants with real-time, current information about AI models from OpenAI, Anthropic, and Google, including pricing, capabilities, and context windows.4MIT
- AlicenseAqualityBmaintenanceAn MCP server for a plain-markdown LLM wiki vault with YAML frontmatter and Obsidian-style wiki-links, enabling headless full-text search, note reading, backlink discovery, and safe append/create-only writing with path traversal protection and an immutable raw/ directory.5MIT
- AlicenseAqualityAmaintenanceA local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.73MIT
- FlicenseAqualityBmaintenanceEnables natural language query and ingestion of wiki knowledge bases built from documents, powered by Claude Agent SDK skills.2
- FlicenseAqualityBmaintenanceProvides a lightweight personal knowledge base MCP server that compiles raw materials into interconnected Wiki pages, with hybrid search (BM25, optional vector, link expansion) and tools for querying, reading, writing, and ingesting content.5
- AlicenseAqualityDmaintenanceOptimizes token costs by intelligently delegating low-complexity tasks to local LLMs via LiteLLM, enabling cost-effective development workflows.31MIT
MCP Rubber Duckofficial
AlicenseAqualityBmaintenanceAn MCP server that bridges multiple LLMs (OpenAI-compatible APIs and CLI coding agents) for collaborative debugging and diverse AI perspectives.121475MIT- AlicenseAqualityAmaintenanceA Model Context Protocol (MCP) gateway for running Claude Code, Codex, Gemini, Grok, and Mistral (Vibe) CLIs from one MCP endpoint, with durable async jobs, session continuity, cache-aware prompting, observability, and personal-appliance setup tooling. Why developers try it: one local MCP endpoint for cross-LLM validation, multi-agent coding workflows.6316010MIT