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Show HN: TokenLab MCP, model discovery, pricing, and native AI endpoint tools

TokenLab released TokenLab MCP, a Model Context Protocol server that lets users discover AI models, compare pricing, and call native AI endpoints for text, image, video, music, 3D, and audio generation from MCP clients like Claude, Codex, and Cursor. The server enables 31 tools by default, expandable to 80, and requires no API key for model and pricing queries.

read1 min views1 publishedAug 15, 2026

模型与定价

6搜索模型、查看价格和能力,并直接比较候选模型。

无需 API 密钥list_models

get_model

get_pricing

get_model_pricing

compare_models

get_api_overview

TOKENLAB MCP

接入 Claude、Codex、Cursor 等 MCP 客户端,查模型、比价格,调用文本、图像、视频、音乐、3D 与音频能力。默认启用 31 个常用工具,需要时可扩展到 80 个。

复制客户端配置并替换 API 密钥。只查询模型和价格时,不填密钥也能使用。

启动命令

npx -y @tokenlabai/mcp-server 连接后可用

工具

31 个常用工具覆盖大多数调用;需要批处理、Responses 管理或媒体素材管理时,再启用完整模式。

包含模型与价格、文本与多模态生成、文件、任务、向量和翻译。

搜索模型、查看价格和能力,并直接比较候选模型。

无需 API 密钥list_models

get_model

get_pricing

get_model_pricing

compare_models

get_api_overview

支持 Chat Completions、Responses、Messages、Gemini,以及图像、视频、音乐、3D 和音频。

需要 API 密钥create_chat_completion

create_response

create_anthropic_message

create_gemini_content

create_image

create_image_file

edit_image

edit_image_file

create_video

create_music

create_3d_model

create_speech

transcribe_audio

translate_audio

上传文件、查询异步任务,并完成向量化、重排和翻译。

需要 API 密钥upload_file

list_files

retrieve_file

retrieve_file_content

delete_file

get_task_status

cancel_task

create_embedding

create_multimodal_embedding

rerank_documents

translate_text

再增加 49 个用于 Responses、批量请求、World 和媒体素材管理的工具。

连接方式

在线版适合只查模型和价格;本地版可调用 TokenLab 的完整能力。

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