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Bahasa(ID) Berapa token yang dihabiskan daftar tool MCP osFoundry di Codex, dan bagaimana cara memangkasnya per proyek?

AI models' tool lists consume thousands of tokens, optimization efforts underway

By PulseAugur Editorial · [10 sources] ·

The cost of integrating tool lists into AI models like OpenAI's Codex is being analyzed, with a focus on the number of tokens consumed by these tool declarations. A single tool list from osFoundry contains 59 tools, which can consume approximately 7,600 tokens before any actual model interaction. The articles explore how to reduce this token count by optimizing tool descriptions and input schemas, as seen in efforts by Taskhold to trim their own tool list from 8,000 to 7,200 tokens. AI

IMPACT Understanding token costs for tool integration is crucial for optimizing AI agent performance and managing operational expenses.

RANK_REASON The articles discuss the practical implementation and cost of using tool lists within AI models, focusing on token consumption and optimization strategies, which falls under the 'tool' category.

Read on dev.to — MCP tag →

AI-generated summary · Google Gemini · from 10 sources. How we write summaries →

AI models' tool lists consume thousands of tokens, optimization efforts underway

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The articles discuss the practical implementation and cost of using tool lists within AI models, focusing on token consumption and optimization strategies, which falls under the 'tool' category.
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10 independent sources
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infra, product
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4 days old
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Full methodology in our editorial standards.

COVERAGE [10]

  1. dev.to — MCP tag TIER_1 中文(ZH) · BBT ·

    How many tokens does osFoundry's MCP tool list consume from Codex, and how can it be streamlined per project?

    <p>下面是 MCP 用戶端在 handshake 之後馬上會送出的呼叫。2026-11-06 從東京的一台 Mac 用 curl 打到 <a href="https://osfoundry.io/zh" rel="noopener noreferrer">osFoundry</a> 的伺服器，這個呼叫不需要 token：<br /> </p> <div class="highlight js-code-highlight"> <pre class="highlight plaintext"><code>$ curl -s -D - -X POST ht…

  2. dev.to — MCP tag TIER_1 Italiano(IT) · BBT ·

    How many tokens does Codex cost for osFoundry's MCP tool list and how to reduce it for the project?

    <p>Questa è la chiamata che un client MCP fa subito dopo l'handshake, inviata con curl al server di <a href="https://osfoundry.io/it" rel="noopener noreferrer">osFoundry</a> da un Mac a Tokyo il 2026-11-06. Non serve nessun token:<br /> </p> <div class="highlight js-code-highligh…

  3. dev.to — MCP tag TIER_1 Français(FR) · BBT ·

    How many tokens does osFoundry's MCP tool list cost for Codex and how to reduce it per project?

    <p>Voici l'appel qu'un client MCP envoie juste après le handshake, fait avec curl vers le serveur d'<a href="https://osfoundry.io/fr" rel="noopener noreferrer">osFoundry</a> depuis un Mac à Tokyo le 2026-11-06. Aucun token n'est nécessaire :<br /> </p> <div class="highlight js-co…

  4. dev.to — MCP tag TIER_1 Deutsch(DE) · BBT ·

    How many tokens does Codex cost the MCP tool list from osFoundry and how do you shorten it per project?

    <p>Das ist der Aufruf, den ein MCP-Client direkt nach dem Handshake macht, hier per curl an den Server von <a href="https://osfoundry.io/de" rel="noopener noreferrer">osFoundry</a> geschickt, von einem Mac in Tokio am 2026-11-06. Ein Token ist dafür nicht nötig:<br /> </p> <div c…

  5. dev.to — MCP tag TIER_1 Bahasa(ID) · BBT ·

    How many tokens are spent by the MCP osFoundry tool list in Codex, and how can they be trimmed per project?

    <p>Ini adalah panggilan yang dikirim klien MCP tepat setelah handshake, dikirim dengan curl ke server <a href="https://osfoundry.io/id" rel="noopener noreferrer">osFoundry</a> dari sebuah Mac di Tokyo pada 2026-11-06. Panggilan ini tidak butuh token:<br /> </p> <div class="highli…

  6. dev.to — MCP tag TIER_1 Español(ES) · BBT ·

    How many tokens does Codex cost for osFoundry's MCP tool list and how to trim it per project?

    <p>Esta es la llamada que hace un cliente MCP justo después del handshake, enviada con curl al servidor de <a href="https://osfoundry.io/es" rel="noopener noreferrer">osFoundry</a> desde un Mac en Tokio el 2026-11-06. No hace falta ningún token:<br /> </p> <div class="highlight j…

  7. dev.to — MCP tag TIER_1 한국어(KO) · BBT ·

    How many tokens does the osFoundry MCP tool list consume in Codex context, and how to reduce it per project

    <p>Codex CLI에 <a href="https://osfoundry.io/ko" rel="noopener noreferrer">osFoundry</a> MCP 서버를 붙이면서 제일 먼저 궁금했던 건 "툴이 몇 개나 딸려 오지?"였다. 그래서 MCP 클라이언트가 핸드셰이크 직후에 보내는 요청을 그대로 curl로 날려 봤다. 2026-11-06, 도쿄에 있는 Mac에서 보냈고 토큰은 필요 없다.<br /> </p> <div class="highlight js-code-highlight"> <pr…

  8. dev.to — MCP tag TIER_1 हिन्दी(HI) · BBT ·

    How many tokens does osFoundry's MCP tool list consume in Codex, and how to shorten it for each project?

    <p>यह वह call है जो कोई MCP client handshake के ठीक बाद भेजता है। इसे 2026-11-06 को Tokyo के एक Mac से curl के ज़रिए <a href="https://osfoundry.io/hi" rel="noopener noreferrer">osFoundry</a> के server पर भेजा गया। इसके लिए किसी token की ज़रूरत नहीं होती:<br /> </p> <div class="hi…

  9. dev.to — MCP tag TIER_1 English(EN) · BBT ·

    How many tokens does osFoundry's MCP tool list cost Codex, and how do you trim it per project?

    <p>This is the call an MCP client makes right after the handshake, sent with curl to <a href="https://osfoundry.io" rel="noopener noreferrer">osFoundry</a>'s server from a Mac in Tokyo on 2026-11-06. No token is needed for it:<br /> </p> <div class="highlight js-code-highlight"> …

  10. dev.to — MCP tag TIER_1 English(EN) · Great Work ·

    How many tokens does an MCP server cost, and how to cut it

    <p><em>Originally published at <a href="https://taskhold.com/guides/mcp-server-token-cost" rel="noopener noreferrer">taskhold.com</a>.</em></p> <blockquote> <p>Short answer: Ask the server for tools/list and divide the JSON's length by four for an estimate, or paste it into Taskh…

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