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  • A
    license
    Not graded
    quality
    D
    maintenance
    A production-ready MCP server template that connects LLMs and AI agents to external data, tools, and services with built-in OAuth 2.1 authentication, Redis-backed session management, and a modular tools engine.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server that pings 130+ free coding LLM models across 17 providers in real-time, ranks them by latency, and helps AI agents pick the fastest available model.
    21
    43 PyPI
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Discovers local model runtimes such as Ollama, LM Studio, and LocalAI, and exposes their endpoint metadata to MCP clients like Copilot.
    3
    11 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables language models to receive external randomness so the same prompt can produce different answers while still following the user's request.
    555 npm
    6
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Routes subagent tasks across Claude and OpenAI lanes by task kind and quota state, deciding whether to spawn a single model, run a duel of both vendors, or run both and ship the merge. It records duels with attested proof-of-run session ids, grades sides blind with one judge per vendor, and tracks per-kind standings and lane pacing.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that seats multiple LLMs as a council, letting your assistant query them in parallel or in sequence, relay answers for cross-critique, and merge conclusions within one conversation.
    6
    33 PyPI
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Exposes product-style completion tools (OpenAI chat-completions-shaped and Anthropic messages-shaped) that are fulfilled by sampling the host agent's own LLM over MCP, so no model API keys are ever needed. Also offers a model listing endpoint aliasing the host's model.
    5
    107 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables agents to trace any Hugging Face model's ancestry and descendants, find the most finetuned base models, and explore whole model families. It exposes tools for lineage, children, leaderboards, family views, and model search, answering from nightly-rebuilt index data.
    2
    6
    19
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables running a project's agent definitions from .github/agents/ against a model the user explicitly names, instead of inheriting whatever model the IDE session happens to use. It reads the agent file as the system prompt, executes a bounded tool loop against a configurable inference gateway, enforces a tiered model allow-list, and reports which model actually ran.
    2
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables bounded, local coding tasks to be delegated to OpenAI-compatible models with explicit working directory and read/write paths, pre-application unified-diff validation, and optional verification commands. It routes tasks by complexity and risk, while blocking sensitive changes such as auth, payment, secrets, migrations, database, deployment, or production environments.
    5
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI agents with a toolset to query model inventories, trace dependencies, and analyze the impact of changes across machine learning models and data pipelines.
    887 PyPI
    17
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables selecting the best AI model and reasoning effort for any task by analyzing task requirements and live pricing, balancing intelligence, speed, and cost. Provides model recommendations, comparisons, and routing status through MCP tools.
    23 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables users to route Codex desktop chats to subscription models or their own OpenAI-compatible providers by adding Base URLs, API keys, and model catalogs from an in-app settings panel. Keeps keys DPAPI-encrypted, supports Responses and Chat Completions with streaming and tool calls, and needs no separate configuration app or Windows autostart.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Recommends the right Claude model for a task — Haiku, Sonnet, Opus or Fable — at the start of work and reviews the choice afterward to suggest a lighter or stronger option, running locally with no API calls or token cost.
    15 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to list, compare, and estimate exact costs for image, video, audio, and 3D generation models, including per-image, per-second, and per-run pricing with recoverable errors.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to see which model IDs each provider's API has started listing since the last check, and to list the models a given provider currently serves with optional substring filtering, all without spending tokens.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables inspecting ONNX models, probing the deployment environment, and benchmarking inference latency and FPS either locally or on remote SSH targets such as Linux workstations and Jetson devices. Benchmark results are validated against FPS, P95 latency and model-size constraints to produce PASS/FAIL deployment gates.
    0
    MIT