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OpenAI Assistant MCP Server

by snilld-ai
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Python
Remote

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    • RanchHand

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      Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools. Provides access to chat completions, model listings, and embeddings generation from local or remote OpenAI-style endpoints.
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    • GPT-MCP Bridge

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      Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT models (GPT-5, GPT-5-mini, o3) with conversation history and session management. Features advanced controls like reasoning effort settings, token tracking, and parallel conversation sessions for efficient AI workflows.
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    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

    B3.4/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose targeting specific resources and actions in the OpenAI Assistant domain. For example, list-assistants vs. retrieve-assistant for listing all vs. getting one by ID, and create-assistant vs. update-assistant vs. delete-assistant for full lifecycle management. No tools appear to overlap in functionality.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern with hyphens, such as create-assistant, delete-assistant, list-assistants, and upload-file. The naming is uniform throughout, making it predictable and easy for agents to understand the action and target resource.

    Tool Count5/5

    With 9 tools, this server is well-scoped for managing OpenAI assistants and related files. The count is appropriate, covering core operations like CRUD for assistants and file management without being overwhelming or too sparse. Each tool earns its place in the workflow.

    Completeness5/5

    The tool set provides complete coverage for the OpenAI Assistant domain, including full CRUD lifecycle for assistants (create, retrieve, update, delete, list) and file management (upload, list, delete). The ask-openai tool adds a direct interaction capability, ensuring no obvious gaps for agent workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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