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llmconveyors-mcp

Name: llmconveyors-mcp
Author: ebenezer-isaac

by ebenezer-isaac

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TypeScript

Remote

llmconveyors-mcp

npm version License: MIT Node.js

AIエージェントをLLM Conveyorsプラットフォームに接続するMCPサーバーです。Claude、Cursor、またはMCP互換クライアントから直接、求職者向けエージェントやB2B営業エージェントなどを実行できます。

LLM Conveyorsとは？

アクションごとの従量課金制（完了したアクションあたり1〜5ドル）を採用した、コミュニティ主導のAIエージェントプラットフォームです。月額100ドルのSaaSサブスクリプションではなく、履歴書のスコアリング、企業調査、コールドメールの生成など、実際の成果に対してのみ料金が発生します。

ライブエージェント：

Job Hunter — 求職活動のための最適化された履歴書、カバーレター、コールドメールの作成
B2B Sales — 詳細な企業調査とパーソナライズされた営業アウトリーチ

Related MCP server: boss-agent-cli

クイックスタート

1. APIキーの取得

llmconveyors.comにサインアップし、「Settings」→「API Keys」からAPIキーを作成してください。

2. MCPクライアントへの追加

claude_desktop_config.jsonに追加します：

{
  "mcpServers": {
    "llmconveyors": {
      "command": "npx",
      "args": ["-y", "llmconveyors-mcp"],
      "env": {
        "LLMC_API_KEY": "llmc_your_key_here"
      }
    }
  }
}

claude mcp add llmconveyors -- npx -y llmconveyors-mcp

シェルまたは.envファイルに環境変数を設定します：

export LLMC_API_KEY=llmc_your_key_here

.cursor/mcp.jsonに追加します：

{
  "mcpServers": {
    "llmconveyors": {
      "command": "npx",
      "args": ["-y", "llmconveyors-mcp"],
      "env": {
        "LLMC_API_KEY": "llmc_your_key_here"
      }
    }
  }
}

~/.codeium/windsurf/mcp_config.jsonに追加します：

{
  "mcpServers": {
    "llmconveyors": {
      "command": "npx",
      "args": ["-y", "llmconveyors-mcp"],
      "env": {
        "LLMC_API_KEY": "llmc_your_key_here"
      }
    }
  }
}

3. 利用開始

AIエージェントに以下のように指示してください：

"Anthropicのシニアエンジニア職向けにJob Hunterエージェントを実行して。求人内容は以下の通り：..."

"この求人情報に対して、私の履歴書がATSに適合しているかスコアリングして。"

"Stripeについて調査し、当社の開発者ツール製品向けのB2Bコールドメールのドラフトを作成して。"

利用可能なツール (66)

エージェント

ツール	説明
`job-hunter-run`	Job Hunterエージェントを実行 — 最適化された履歴書、カバーレター、コールドメールを生成
`b2b-sales-run`	B2B Salesエージェントを実行 — 企業調査を行い、営業アウトリーチを生成
`agent-status`	実行中のエージェントジョブのステータスを確認
`agent-interact`	入力を待機している段階的なエージェントワークフローに応答を送信
`job-hunter-generate-cv`	同期的に履歴書を生成（高速、履歴書のみ）
`agent-manifest`	エージェントの入力フィールド、機能、請求情報を取得

履歴書

ツール	説明
`resume-parse`	履歴書ファイルを構造化されたJSON Resume形式に解析
`resume-validate`	JSON Resume形式の履歴書を検証
`resume-render`	履歴書をPDFまたはHTMLにレンダリング
`resume-preview`	履歴書をHTMLとしてプレビュー
`resume-themes`	利用可能な履歴書テーマを一覧表示
`resume-import-rx`	Reactive Resume形式からインポート
`resume-export-rx`	Reactive Resume形式へエクスポート

マスター履歴書

ツール	説明
`master-resume-create`	新しいマスター履歴書を作成
`master-resume-list`	すべてのマスター履歴書を一覧表示
`master-resume-get`	IDでマスター履歴書を取得
`master-resume-update`	マスター履歴書を更新
`master-resume-delete`	マスター履歴書を削除

アップロードと解析

ツール	説明
`upload-resume`	履歴書ファイルをアップロードして解析（base64）
`upload-job-file`	求人説明ファイルをアップロードして解析（base64）
`upload-job-text`	テキストまたはURLから求人説明を解析

ATSスコアリング

ツール	説明
`ats-score`	求人説明に対して履歴書をATS適合性スコアリング

セッション

ツール	説明
`session-create`	新しいセッションを作成
`session-list`	オプションのフィルタリング付きでセッションを一覧表示
`session-get`	IDでセッションを取得
`session-hydrate`	アーティファクトとログを含む完全なセッションを取得
`session-download`	ストレージキーを使用してセッションからアーティファクトをダウンロード
`session-delete`	セッションを削除
`session-init`	エージェントのコンテキストと設定でセッションを初期化
`session-log`	セッションにログエントリを追加

設定とAPIキー

ツール	説明
`settings-profile`	ユーザープロファイル（クレジット、プラン）を取得
`settings-preferences-get`	ユーザー設定を取得
`settings-preferences-update`	ユーザー設定を更新
`settings-usage-summary`	利用状況の概要を取得
`settings-usage-logs`	ページネーションされた利用ログを取得
`api-key-create`	新しいAPIキーを作成
`api-key-list`	すべてのAPIキーを一覧表示
`api-key-revoke`	APIキーを取り消し
`api-key-rotate`	APIキーをローテーション
`api-key-usage`	特定のAPIキーの利用統計を取得
`byo-key-get`	独自のAPIキー（BYO）が設定されているか確認
`byo-key-set`	プロバイダー（例：Gemini）のBYO APIキーを設定
`byo-key-remove`	設定されたBYO APIキーを削除
`webhook-secret-get`	現在のWebhookシークレットを取得
`webhook-secret-rotate`	Webhookシークレットをローテーション

コンテンツと共有

ツール	説明
`content-save`	AI生成コンテキスト用のソースドキュメントを保存
`content-delete-generation`	生成物とそのアーティファクトを削除
`content-research-sender`	パーソナライズされたコンテンツのために送信者の背景を調査
`content-list-sources`	保存されたすべてのソースドキュメントを一覧表示
`content-get-source`	IDで特定のソースドキュメントを取得
`content-delete-source`	保存されたソースドキュメントを削除
`share-create`	生成されたコンテンツの公開共有リンクを作成
`share-stats`	共有リンクの統計を取得
`share-get-public`	スラッグで公開共有を取得
`share-slug-stats`	特定の共有リンクの訪問統計を取得

プライバシー

ツール	説明
`privacy-list-consents`	現在のユーザーのすべての同意記録を一覧表示
`privacy-grant-consent`	特定のデータ処理目的のために同意を付与
`privacy-revoke-consent`	以前に付与した同意を取り消し

紹介

ツール	説明
`referral-stats`	紹介プログラムの統計を取得
`referral-code`	紹介コードを取得
`referral-vanity-code`	カスタムの紹介コードを設定

ドキュメント

ツール	説明
`document-download`	ストレージパスでアーティファクトをダウンロード

ヘルスチェック

ツール	説明
`health-root`	サーバー情報とバージョンを取得
`health-check`	すべての依存関係の完全なヘルスチェックを実行
`health-ready`	サーバーがリクエストを受け入れる準備ができているか確認
`health-live`	サーバープロセスが生存しているか確認

APIキーのスコープ

APIキーには、使用するツールに応じた適切なスコープが必要です：

スコープ	ツール
`jobs:read`	`agent-status`, `agent-manifest`
`jobs:write`	`job-hunter-run`, `job-hunter-generate-cv`
`sales:write`	`b2b-sales-run`
`sessions:read`	`session-list`, `session-get`, `session-hydrate`
`sessions:write`	`session-create`, `session-delete`, `session-init`, `session-log`
`resume:read`	`resume-themes`, `master-resume-list`, `master-resume-get`
`resume:write`	`resume-validate`, `resume-render`, `resume-preview`, `resume-import-rx`, `resume-export-rx`, `master-resume-create`, `master-resume-update`, `master-resume-delete`
`upload:write`	`upload-resume`, `upload-job-file`, `upload-job-text`
`ats:write`	`ats-score`
`settings:read`	`settings-profile`, `settings-preferences-get`, `settings-usage-summary`, `settings-usage-logs`, `api-key-list`
`settings:write`	`settings-preferences-update`, `api-key-create`, `api-key-revoke`, `api-key-rotate`
`content:read`	`content-list-sources`, `content-get-source`
`content:write`	`content-save`, `content-delete-generation`, `content-research-sender`, `content-delete-source`
`privacy:read`	`privacy-list-consents`
`privacy:write`	`privacy-grant-consent`, `privacy-revoke-consent`

環境変数

変数	必須	説明
`LLMC_API_KEY`	はい	LLM Conveyors APIキー（`llmc_`で始まるもの）
`LLMC_BASE_URL`	いいえ	カスタムAPIエンドポイント（デフォルトは `https://api.llmconveyors.com`）

開発

git clone https://github.com/ebenezer-isaac/llmconveyors-mcp.git
cd llmconveyors-mcp
npm install
npm run build

# Test locally
LLMC_API_KEY=llmc_your_key node dist/index.js

要件

Node.js >= 18
LLM Conveyors APIキー（こちらから取得）

リンク

ライセンス

MIT — 詳細はLICENSEを参照してください。

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

54 tool updatesv0.1.1Apr 8, 2026

Addedagent-interact

Changedagent-status1 field changed

addedInput schema / properties / include

Added value: +{
+  "description": "Data to include. Defaults to both logs and artifacts. Omit for lightweight status checks.",
+  "items": {
+    "enum": [
+      "logs",
+      "artifacts"
+    ],
+    "type": "string"
+  },
+  "type": "array"
+}

Changedapi-key-create4 fields changed

addedInput schema / properties / expiresAt

Added value: +{
+  "description": "Expiration date as ISO 8601 string",
+  "type": "string"
+}

addedInput schema / properties / monthlyCreditsLimit

Added value: +{
+  "description": "Monthly credit usage cap for this key",
+  "type": "number"
+}

changedInput schema / properties / scopes / description

Previous value: -"Permission scopes for the key"New value: +"Permission scopes for the key. Use '*' for all scopes."

changedInput schema / properties / scopes / items / enum

Previous value: -[
-  "jobs:write",
-  "jobs:read",
-  "sales:write",
-  "sales:read",
-  "sessions:read",
-  "sessions:write",
-  "settings:read",
-  "settings:write",
-  "upload:write",
-  "resume:read",
-  "resume:write",
-  "ats:write",
-  "webhook:read",
-  "webhook:write"
-]New value: +[
+  "*",
+  "jobs:write",
+  "jobs:read",
+  "sales:write",
+  "sales:read",
+  "sessions:read",
+  "sessions:write",
+  "settings:read",
+  "settings:write",
+  "upload:write",
+  "resume:read",
+  "resume:write",
+  "ats:write",
+  "webhook:read",
+  "webhook:write",
+  "outreach:read",
+  "outreach:write"
+]

Removedapi-key-revoke

Changedapi-key-rotate1 field changed

addedInput schema / properties / gracePeriodHours

Added value: +{
+  "description": "Hours the old key remains valid after rotation (default: 24)",
+  "type": "number"
+}

Addedapi-key-usage

Changedats-score1 field changed

addedInput schema / properties / jobTitle

Added value: +{
+  "description": "Job title for additional context",
+  "type": "string"
+}

Changedb2b-sales-run20 fields changed

addedInput schema / properties / autoApproveDraft

Added value: +{
+  "description": "Set false to pause for draft review before finalizing",
+  "type": "boolean"
+}

addedInput schema / properties / autoApproveFollowups

Added value: +{
+  "description": "Set false to pause for follow-up review before finalizing",
+  "type": "boolean"
+}

addedInput schema / properties / autoSelectContacts

Added value: +{
+  "description": "Set false for phased execution with contact selection gate",
+  "type": "boolean"
+}

addedInput schema / properties / companyResearch

Added value: +{
+  "description": "Pre-researched company information to skip research phase",
+  "type": "string"
+}

addedInput schema / properties / contactEmail

Added value: +{
+  "description": "Target contact email address",
+  "type": "string"
+}

addedInput schema / properties / contactName

Added value: +{
+  "description": "Target contact name",
+  "type": "string"
+}

addedInput schema / properties / contactTitle

Added value: +{
+  "description": "Target contact job title",
+  "type": "string"
+}

addedInput schema / properties / followUpCount

Added value: +{
+  "description": "Number of follow-up emails to generate",
+  "type": "number"
+}

addedInput schema / properties / followUpDelayDays

Added value: +{
+  "description": "Days between follow-up emails",
+  "type": "number"
+}

addedInput schema / properties / generationId

Added value: +{
+  "description": "Existing generation ID to continue",
+  "type": "string"
+}

addedInput schema / properties / model

Added value: +{
+  "description": "AI model: flash (faster/cheaper) or pro (higher quality)",
+  "enum": [
+    "flash",
+    "pro"
+  ],
+  "type": "string"
+}

addedInput schema / properties / reconStrategy

Added value: +{
+  "description": "Strategy instructions for company research/recon phase",
+  "type": "string"
+}

addedInput schema / properties / researchMode

Added value: +{
+  "description": "Research execution mode: parallel (faster) or sequential",
+  "enum": [
+    "parallel",
+    "sequential"
+  ],
+  "type": "string"
+}

addedInput schema / properties / salesStrategy

Added value: +{
+  "description": "Sales strategy to use for outreach generation",
+  "type": "string"
+}

addedInput schema / properties / senderName

Added value: +{
+  "description": "Name of the person sending the outreach",
+  "type": "string"
+}

addedInput schema / properties / sessionId

Added value: +{
+  "description": "Existing session ID to continue a previous run",
+  "type": "string"
+}

addedInput schema / properties / skipResearchCache

Added value: +{
+  "description": "Force fresh company research instead of using cache",
+  "type": "boolean"
+}

removedInput schema / properties / strategy

Removed value: -{
-  "description": "Sales strategy or approach",
-  "type": "string"
-}

addedInput schema / properties / targetCompanyContext

Added value: +{
+  "description": "Pre-researched context about the target company",
+  "type": "string"
+}

addedInput schema / properties / userCompanyContext

Added value: +{
+  "description": "Context about your own company for personalization",
+  "type": "string"
+}

Addedbyo-key-get
Addedbyo-key-remove
Addedbyo-key-set
Addedcontent-delete-source
Addedcontent-get-source
Addedcontent-list-sources
Addedcontent-research-sender
Removedcontent-save
Addedhealth-check
Addedhealth-live
Addedhealth-ready
Addedhealth-root
Addedjob-hunter-generate-cv

Changedjob-hunter-run23 fields changed

addedInput schema / properties / autoSelectContacts

Added value: +{
+  "description": "Set false for phased execution with contact selection gate. Default true for API keys.",
+  "type": "boolean"
+}

addedInput schema / properties / coldEmailStrategy

Added value: +{
+  "description": "Strategy instructions for cold email generation",
+  "type": "string"
+}

addedInput schema / properties / companyProfile

Added value: +{
+  "description": "Pre-researched company profile to skip research phase",
+  "type": "string"
+}

addedInput schema / properties / companyWebsite

Added value: +{
+  "description": "Target company website URL for research phase",
+  "type": "string"
+}

addedInput schema / properties / contactTitle

Added value: +{
+  "description": "Contact job title",
+  "type": "string"
+}

addedInput schema / properties / coverLetterStrategy

Added value: +{
+  "description": "Strategy instructions for cover letter generation",
+  "type": "string"
+}

addedInput schema / properties / cvStrategy

Added value: +{
+  "description": "Strategy instructions for CV generation",
+  "type": "string"
+}

addedInput schema / properties / emailAddresses

Added value: +{
+  "description": "Comma-separated email addresses for outreach",
+  "type": "string"
+}

addedInput schema / properties / extensiveCV

Added value: +{
+  "description": "Extended/detailed CV text for richer generation",
+  "type": "string"
+}

addedInput schema / properties / generationId

Added value: +{
+  "description": "Existing generation ID to continue",
+  "type": "string"
+}

addedInput schema / properties / genericEmail

Added value: +{
+  "description": "Generic company email (e.g. careers@company.com) as fallback",
+  "type": "string"
+}

addedInput schema / properties / jobSourceUrl

Added value: +{
+  "description": "URL of the original job posting",
+  "type": "string"
+}

addedInput schema / properties / model

Added value: +{
+  "description": "AI model: flash (faster/cheaper) or pro (higher quality)",
+  "enum": [
+    "flash",
+    "pro"
+  ],
+  "type": "string"
+}

addedInput schema / properties / originalCV

Added value: +{
+  "description": "Original CV text to use directly instead of master resume",
+  "type": "string"
+}

addedInput schema / properties / reconStrategy

Added value: +{
+  "description": "Strategy instructions for company research/recon phase",
+  "type": "string"
+}

addedInput schema / properties / sessionId

Added value: +{
+  "description": "Existing session ID to continue a previous run",
+  "type": "string"
+}

addedInput schema / properties / skipResearchCache

Added value: +{
+  "description": "Force fresh company research instead of using cache",
+  "type": "boolean"
+}

addedInput schema / properties / specificCore

Added value: +{
+  "description": "Specific core competencies or skills to emphasize",
+  "type": "string"
+}

changedInput schema / properties / theme / description

Previous value: -"Resume theme (Even, StackOverflow, Class, Professional)"New value: +"Resume theme"

addedInput schema / properties / theme / enum

Added value: +[
+  "even",
+  "stackoverflow",
+  "class",
+  "professional",
+  "elegant",
+  "macchiato",
+  "react",
+  "academic"
+]

addedInput schema / properties / tier

Added value: +{
+  "description": "Billing tier: free (platform credits) or byo (bring your own key)",
+  "enum": [
+    "free",
+    "byo"
+  ],
+  "type": "string"
+}

addedInput schema / properties / webhookUrl

Added value: +{
+  "description": "Webhook URL for async status updates (generation.completed, generation.failed, generation.awaiting_input)",
+  "type": "string"
+}

changedInput schema / required

Previous value: -[
-  "companyName",
-  "jobTitle",
-  "jobDescription"
-]New value: +[
+  "companyName",
+  "jobTitle",
+  "jobDescription",
+  "companyWebsite"
+]

Removedmaster-resume-create
Changedmaster-resume-delete3 fields changed
- removedInput schema / additionalProperties
```
Removed value: -false
```
- removedInput schema / properties / id
```
Removed value: -{
-  "description": "Master resume ID",
-  "type": "string"
-}
```
- removedInput schema / required
```
Removed value: -[
-  "id"
-]
```
Changedmaster-resume-get3 fields changed
- removedInput schema / additionalProperties
```
Removed value: -false
```
- removedInput schema / properties / id
```
Removed value: -{
-  "description": "Master resume ID",
-  "type": "string"
-}
```
- removedInput schema / required
```
Removed value: -[
-  "id"
-]
```
Removedmaster-resume-list
Removedmaster-resume-update
Addedmaster-resume-upsert
Addedprivacy-grant-consent
Addedprivacy-list-consents
Addedprivacy-revoke-consent
Addedreferral-code
Addedreferral-stats
Addedreferral-vanity-code

Changedresume-export-rx1 field changed

addedInput schema / properties / designBlob

Added value: +{
+  "additionalProperties": {},
+  "description": "Optional design/styling configuration",
+  "type": "object"
+}

Addedresume-parse

Changedresume-preview2 fields changed

changedInput schema / properties / theme / description

Previous value: -"Theme name"New value: +"Theme name (e.g. even, stackoverflow, class, professional)"

changedInput schema / required

Previous value: -[
-  "resume"
-]New value: +[
+  "resume",
+  "theme"
+]

Changedresume-render4 fields changed

changedInput schema / properties / format / description

Previous value: -"Output format"New value: +"Output format: pdf (default) or html"

addedInput schema / properties / format / enum
```
Added value: +[
+  "pdf",
+  "html"
+]
```

changedInput schema / properties / theme / description

Previous value: -"Theme name (e.g. Even, StackOverflow, Class, Professional)"New value: +"Theme name (e.g. even, stackoverflow, class, professional, elegant, macchiato, react, academic)"

changedInput schema / required

Previous value: -[
-  "resume"
-]New value: +[
+  "resume",
+  "theme"
+]

Changedsession-create2 fields changed

changedInput schema / properties / metadata / description

Previous value: -"Optional session metadata (e.g. agentType, source)"New value: +"Optional session metadata"

addedInput schema / properties / sessionId

Added value: +{
+  "description": "Optional client-generated session ID",
+  "type": "string"
+}

Addedsession-download
Addedsession-init

Changedsession-list6 fields changed

removedInput schema / properties / agentType

Removed value: -{
-  "description": "Filter by agent type",
-  "type": "string"
-}

addedInput schema / properties / cursor

Added value: +{
+  "description": "Cursor for pagination (ISO 8601 datetime string)",
+  "type": "string"
+}

changedInput schema / properties / limit / description

Previous value: -"Number of sessions per page"New value: +"Number of sessions per page (1-50)"

addedInput schema / properties / limit / maximum
```
Added value: +50
```
addedInput schema / properties / limit / minimum
```
Added value: +1
```

removedInput schema / properties / page

Removed value: -{
-  "description": "Page number for pagination",
-  "type": "number"
-}

Addedsession-log
Addedsession-stats

Changedsettings-preferences-get2 fields changed

addedInput schema / additionalProperties
```
Added value: +false
```

addedInput schema / properties / agentType

Added value: +{
+  "description": "Filter preferences by agent type (e.g. job-hunter, b2b-sales)",
+  "type": "string"
+}

Changedsettings-preferences-update1 field changed

addedInput schema / properties / agentType

Added value: +{
+  "description": "Agent type to scope preferences to (e.g. job-hunter, b2b-sales)",
+  "type": "string"
+}

Addedsettings-supported-providers
Changedsettings-usage-logs2 fields changed
- changedInput schema / properties / limit / description
```
Previous value: -"Number of entries to return"New value: +"Number of entries to return (max 100)"
```
- addedInput schema / properties / limit / maximum
```
Added value: +100
```
Addedshare-slug-stats

Changedupload-job-file2 fields changed

changedInput schema / properties / fileBase64 / description

Previous value: -"Base64-encoded file content (PDF, DOCX, etc.)"New value: +"Base64-encoded file content (PDF, DOCX, etc.) — max ~10 MB"

addedInput schema / properties / fileBase64 / maxLength
```
Added value: +13981014
```

Changedupload-job-text5 fields changed

changedInput schema / properties / source / description

Previous value: -"Source URL or identifier for the job posting"New value: +"Source label/identifier for the job posting"

changedInput schema / properties / text / description

Previous value: -"Job description text"New value: +"Job description text (max 50K characters). Required if url is not provided."

addedInput schema / properties / text / maxLength
```
Added value: +50000
```

addedInput schema / properties / url

Added value: +{
+  "description": "URL to fetch job description from. Required if text is not provided.",
+  "format": "uri",
+  "maxLength": 2048,
+  "type": "string"
+}

removedInput schema / required
```
Removed value: -[
-  "text"
-]
```

Changedupload-resume2 fields changed

changedInput schema / properties / fileBase64 / description

Previous value: -"Base64-encoded file content (PDF, DOCX, etc.)"New value: +"Base64-encoded file content (PDF, DOCX, etc.) — max ~10 MB"

addedInput schema / properties / fileBase64 / maxLength
```
Added value: +13981014
```

Addedwebhook-secret-get
Addedwebhook-secret-rotate

39 tool updatesv0.1.0Mar 23, 2026
- First observedagent-manifest
- First observedagent-status
- First observedapi-key-create
- First observedapi-key-list
- First observedapi-key-revoke
- First observedapi-key-rotate
- First observedats-score
- First observedb2b-sales-run
- First observedcontent-delete-generation
- First observedcontent-save
- First observeddocument-download
- First observedjob-hunter-run
- First observedmaster-resume-create
- First observedmaster-resume-delete
- First observedmaster-resume-get
- First observedmaster-resume-list
- First observedmaster-resume-update
- First observedresume-export-rx
- First observedresume-import-rx
- First observedresume-preview
- First observedresume-render
- First observedresume-themes
- First observedresume-validate
- First observedsession-create
- First observedsession-delete
- First observedsession-get
- First observedsession-hydrate
- First observedsession-list
- First observedsettings-preferences-get
- First observedsettings-preferences-update
- First observedsettings-profile
- First observedsettings-usage-logs
- First observedsettings-usage-summary
- First observedshare-create
- First observedshare-get-public
- First observedshare-stats
- First observedupload-job-file
- First observedupload-job-text
- First observedupload-resume

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

A4.1/5.0

Scored 2026-04-13 01:36 across 64 tools

Disambiguation3/5

Most tools have distinct purposes, but there is notable overlap in some areas. For example, health-check, health-live, health-ready, and health-root all serve health diagnostics with subtle distinctions that could confuse an agent. Similarly, session-get and session-hydrate both retrieve session data with different detail levels, which might lead to misselection if not carefully read.

Naming Consistency4/5

Tool names generally follow a consistent verb_noun pattern (e.g., agent-status, api-key-create, resume-parse), with clear and predictable naming. Minor deviations exist, such as ats-score (noun_verb) and byo-key-get (abbreviation-based), but overall the naming is coherent and easy to understand.

Tool Count2/5

With 64 tools, the count is excessive for a single server, making it overwhelming and difficult for an agent to navigate efficiently. While the domain (AI-powered job and sales automation) is broad, the toolset feels bloated with many specialized or overlapping tools that could have been consolidated.

Completeness4/5

The tool surface is highly comprehensive, covering CRUD operations for sessions, resumes, API keys, and more, with clear workflows for job hunting and B2B sales. Minor gaps exist, such as no direct tool for updating a session's metadata, but agents can work around these with existing tools like session-log or content-save.

Maintenance

ActivityInactive

ResponsivenessNo issues

Resources

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llmconveyors-mcp

LLM Conveyorsとは？

クイックスタート

1. APIキーの取得

2. MCPクライアントへの追加

3. 利用開始

利用可能なツール (66)

エージェント

履歴書

マスター履歴書

アップロードと解析

ATSスコアリング

セッション

設定とAPIキー

コンテンツと共有

プライバシー

紹介

ドキュメント

ヘルスチェック

APIキーのスコープ

環境変数

開発

要件

リンク

ライセンス

Tool Schema Changelog

TDQS

Maintenance

Resources

Related MCP Connectors

Related MCP Servers

workopia-mcpofficial

boss-agent-cli

decroche-mcp

career-mcp-server