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search-boost-mcp

Multi-engine web search MCP server for coding agents. One CLI install wires it into Cursor, Cursor CLI, Codex, Claude Code, Grok Build, and Antigravity.

search-boost 系列

プロジェクト

用途

リンク

search-boost (このリポジトリ)

Cursor · Codex · Claude · Grok · Antigravity via MCP

ここにあります

dsh-search-boost

DeepSeek Harness bundle プラグイン

GitHub · npm

pi-search-boost

pi 拡張

GitHub · npm

Search engines are vendored in lib/search/ (originally from dsh-search-boost): on the free layer, Bing, DuckDuckGo, Yahoo, and Exa-free run in parallel; the api layer adds Antigravity CLI (when available) and whichever keyed Tavily / Brave / Exa engines you configure (one key is enough; all three recommended for best fusion). Also included: X/Twitter fallback, Jina page fetch, and deep-research rounds.

中国語ドキュメント → README_zh.md

v0.1.4 の新機能

  • 単一エンジンAPI層 — api 層は、設定または有効にした tavily/brave/exa のいずれかを使用します。3つのキーすべては必要ありません。

  • エンジンごとのルーティング — ~/.search-boost-keys.json 内でオプションの enabledEngines またはエンジンごとの enabled: false を使用可能。

  • 部分キーメッセージ — doctor、status、keys wizard、および fused_search は、有効なキー付きエンジンが3つ未満の場合に警告し、3つすべてを設定するよう推奨します。

v0.1.2 の新機能

  • 自己完結型エンジンプール lib/search/ 内: Bing + DuckDuckGo + Yahoo + Exa-free による一般検索; 同じプールが x_search フォールバックを site: クエリで強化します。

  • x_search フォールバック はマルチエンジンドメイン検索のために自動的に site:x.com を先頭に追加し、XAI 認証情報がなくてもキーワードモードが機能します。

  • 外部 dsh リポジトリや npm 依存関係なし — エンジンロジックはこのリポジトリに同梱されています。


インストール(推奨)

Node ≥ 22.13 が必要です。

npm install -g search-boost-mcp
search-boost setup          # interactive: keys → layer → agents
# or non-interactive:
search-boost install -y     # all detected agents

インストール後に各エージェントを再起動して MCP をリロードしてください。

エージェントごとのワンライナー

search-boost install -t cursor -y
search-boost install -t codex,claude -y --auto-allow
search-boost install -t grok -y --auto-allow
search-boost install -t antigravity --workspace --auto-allow -y

書き込みなしでプレビュー: search-boost install --dry-run -y

インストールの確認

search-boost doctor          # health checks (offline, pass/warn/fail)
search-boost doctor --json   # machine-readable report for CI/scripts
search-boost status          # install dashboard (keys, layer, agents)

終了コード: 0 正常 · 1 失敗(--strict の場合は警告も) · 2 警告のみ。

オプション: search-boost doctor --probe はライブ検索スモークを追加します(ネットワークが必要; フェーズ2)。

次にエージェントで確認してください:

エージェント

クイックチェック

Cursor

設定 → MCP → search-boost が接続されていること; ツールが一覧表示される

Cursor CLI

同じ MCP エントリが ~/.cursor/mcp.json にある

Codex

codex セッションに mcp__search-boost__* ツールが一覧表示される

Claude Code

MCP パネルに search-boost が表示される; ツールが拒否プロンプトなしで呼び出せる(--auto-allow の場合)

Grok Build

grok mcp doctor search-boost · grok inspect

Antigravity

MCP 設定に search-boost が含まれる; インストール後に IDE を再起動

ツールが表示されても呼び出しが失敗する場合は、ターミナルで search-boost serve を実行して起動エラーを確認してください。

インストールフラグ(クイックリファレンス)

フラグ

効果

-t, --target

どのエージェントに接続するか (cursor, codex, claude, grok, antigravity, cursor-cli, auto, all)

-y, --yes

非対話型: キー/レイヤーウィザードをスキップ、--target=auto を使用、--auto-allow と --replace-native を暗示

-t without -y

そのターゲットに対しては依然として非対話型で、デフォルトでネイティブ検索を置き換える — ただし --auto-allow は暗示しません; 権限プロンプトを避けたい場合は明示的に追加してください

--auto-allow

エージェント設定で search-boost MCP ツールを事前承認(Cursor CLI 許可リスト、Codex default_tools_approval_mode、Claude/Grok/Antigravity 権限ルール)し、エージェントが毎セッションでプロンプトを表示しないようにする

--replace-native / --keep-native

エージェントがスイッチをサポートしている場合、組み込みの Web 検索を無効にするか保持する(Codex web_search、Claude WebSearch)。非対話型のデフォルトは置き換え

--dry-run

ファイルに書き込まずにアクションを表示

完全オンボーディング(APIキー + レイヤー選択)の場合は、-y なしで search-boost setup または search-boost install を実行してください。


Related MCP server: gemini-search-mcp

得られるもの

MCPツール

目的

fused_search

マルチエンジン並列検索、重複排除、クロスランキング

fetch_page

完全なページテキスト(Jina + HTML フォールバック、オプションの focus)

x_search

X/Twitter キーワード / ユーザー / スレッド

deep_research

呼び出しごとに1ラウンド — ギャップがなくなるまで suggested_queries で繰り返し、その後合成(最大約3ラウンド)

search_layer

free(キー不要)と api(キー付きエンジン)を表示または設定

search_stats

キャッシュヒット、エンジン利用可能性、診断情報

また: リソース search-boost://policy · プロンプト search_routing

レイヤー

  • free — Bing + DuckDuckGo + Yahoo + Exa-free; APIキー不要。

  • api — フリーレイヤーのエンジンに加え、Antigravity CLI(利用可能な場合)および設定した Tavily / Brave / Exa の任意の組み合わせ(1つのキーでも動作しますが、最良のクロスエンジンフュージョンには3つすべてを推奨)

キー: search-boost config keys → ~/.search-boost-keys.json(レガシー ~/.dsh-search-boost-keys.json も読み込まれます; または環境変数 TAVILY_API_KEY, BRAVE_API_KEY, EXA_API_KEY)。オプションのルーティング: キーファイル内で enabledEngines: ["exa"] または "engines": { "brave": { "enabled": false } }。

キーを取得: Tavily · Brave Search API · Exa

X/Twitter認証(オプション): 認証情報がある場合、公式の x_search が向上します。~/.search-boost-xauth.json(レガシー ~/.dsh-search-boost-xauth.json も読み込まれます)または XAI_API_KEY / Grok /x-login 経由で保存されます。ファイルパスのオーバーライド: SEARCH_BOOST_XAUTH_FILE。

設定ファイルのオーバーライド: SEARCH_BOOST_KEYS_FILE, SEARCH_BOOST_LAYER_FILE, SEARCH_BOOST_XAUTH_FILE(カスタムパスを指すオプションの環境変数)。


CLIチートシート

コマンド

説明

search-boost

インタラクティブTUI

search-boost setup

オンボーディング(キー + レイヤー + インストール)

search-boost install / uninstall

MCP + プロンプトをエージェントに接続

search-boost serve

MCP stdioサーバーを実行(エージェントが使用)

search-boost status

キー、レイヤー、エージェントごとの設定状態

`search-boost doctor [--quick

--probe] [--json] [--strict]`

設定/エージェント/エンジンのヘルスチェック(pass/warn/fail)

search-boost status

キー、レイヤー、エージェントごとのインストール状態(判定なし)

`search-boost config keys

layer

search`

キー、デフォルトレイヤー、ネイティブ検索の置き換え

search-boost print <agent>

MCPスニペットを書き込まずに表示

search-boost agents

マシン可読なエージェントリスト

インストールフラグ: -t cursor,codex,…|auto|all · -y(非対話型; --auto-allow + --replace-native を暗示) · --dry-run · --auto-allow(MCPツールを事前承認 — 上の表を参照) · --replace-native / --keep-native · --scope user|project (Grok) · --workspace (Antigravity .agents/)


サポートされているエージェント

エージェント

MCP設定

追加インストール

Cursor IDE

~/.cursor/mcp.json

フック、スキル

Cursor CLI

~/.cursor/mcp.json

フック、スキル(CLI版)、オプションのCLI自動許可

Codex CLI

~/.codex/config.toml

AGENTS.md、スキル

Claude Code

~/.claude.json

CLAUDE.md、スキル、権限

Grok Build

~/.grok/config.toml

ルール、スキル · grok-plugin

Antigravity

~/.gemini/config/mcp_config.json

AGENTS.md、GEMINI.md、スキル、オプションのワークスペース

プロンプトはモデルの裁量を促す文言を使用します(あなたが選んだときに検索 — 毎ターン強制されるわけではありません)。エージェントごとのテンプレートは agents/ を参照。

ネイティブWeb検索: Codexの web_search とClaudeの WebSearch は --replace-native で無効にできます(非対話型ではデフォルト)。Cursor/Antigravityはスキル+フックの設定のみに依存します。Grokのネイティブブラウズは有効のままです。

Antigravity + agy CLI: apiレイヤーでは、オプションのAntigravity CLIエンジン(agy on PATH)は、単純なルックアップではなく、中および複雑なfused_search階層にのみ参加します。ローカルサインインとプラットフォームの割り当てに依存し、タイムアウトは約45秒です。


Grok プラグイン

このプラグインはnpmパッケージ内に同梱されています(ポータブルなnpx経由のMCP、およびスキル)。

再インストールは冪等です: search-boost install -t grokは、新しい[permission]ブロックを書き込む前に、以前のsearch-boost [permission]ブロック(マークされたものまたはレガシー)を削除するため、重複した[permission]キーがgrokの起動を妨げることはありません。[ui] permission_mode = "always-approve"がすでに設定されている場合、--auto-allowは[permission]の注入をスキップします(always-approveはMCPツールをグローバルに承認します)。search-boost doctorは、重複または冗長なパーミッションブロックを警告します。

git cloneから(リポジトリルート):

grok plugin install ./grok-plugin --trust
search-boost install -t grok -y --auto-allow

npm install -g search-boost-mcp後(clone不要):

# bash / macOS / Linux
grok plugin install "$(npm root -g)/search-boost-mcp/grok-plugin" --trust

# Windows PowerShell
grok plugin install "$(npm root -g)\search-boost-mcp\grok-plugin" --trust

search-boost install -t grok -y --auto-allow

バンドルされている.mcp.jsonはnpx -y search-boost-mcp serveを使用するため、プラグインはNode ≥ 22.13を搭載した任意のマシンで動作します。

詳細 → grok-plugin/README.md


トラブルシューティング

症状

試すこと

search-boostは正常ですか?

search-boost doctor — 合格/警告/不合格の判定; --jsonでスクリプト用

インストールがすぐに失敗する

Node ≥ 22.13 (node -v); 古い場合はアップグレード

エージェントにMCPサーバーがない

インストールを再実行し、エージェントを再起動し、search-boost statusを確認

ツール呼び出しがブロックされる/毎回承認

--auto-allowで再インストールするか、エージェントUIで一度承認する

結果がない/エンジンが空

search-boost doctor — レイヤー/キー/エンジンチェックを確認; freeはキー不要; apiはsearch-boost config keysまたは環境変数を介して少なくとも1つのキー付きエンジンが必要(3つすべて推奨)

ネットワーク/プロキシの問題

フェーズ2: search-boost doctor --probe (まだ実装されていません)

MCPが起動しない

search-boost doctor → mcp_launch_command、node_version; その後search-boost serve

GrokプラグインMCPが起動しない

grok mcp doctor search-boost; npxとネットワークアクセスが機能することを確認

grokがconfig.tomlの解析に失敗する

重複した[permission] — search-boost install -t grok -y --auto-allowを実行

Antigravity agyが実行されない

apiレイヤー、agy on PATH、およびcomplexity medium/complexが必要 — simpleではない

タイムアウト/フェッチエラー

企業プロキシまたはファイアウォールがBing/DDG/Jinaをブロックしている可能性があります; search-boost serveをローカルで実行してstderrを確認


開発

git clone https://github.com/Mr-remon219/search-boost.git
cd search-boost && npm install
npm run check && npm run test:install && npm run smoke
node cli.mjs install --dry-run -y

ローカルクローンインストールはnode /path/to/cli.mjs serve(npxではない)を書き込みます。サイドチェックアウトやSEARCH_BOOST_DSH_ROOTは不要です。


ライセンス

MIT


リンク: Issues · dsh-search-boost · pi-search-boost

フレンドリーリンク: LINUX DO コミュニティ

Available Tools

5 tools
fetch_pageFetch PageA
Read-only

Read a known HTTP(S) URL without searching again. Returns readable HTML or locally extracted PDF text, with retrieval route and any extraction limitations. Long bodies use bounded windows; continue from nextOffset using the cached read, not a new request. A focus miss is not evidence of absence: retry without focus. Binary bodies and PDFs with no extractable text return errors, not page text. Network safety, proxy policy, cancellation and size limits remain enforced through all supported fallbacks. This is not an authenticated browser.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYeshttp(s) URL to fetch
focusNoKeep matching paragraphs; omit for the readable body. Output may still be windowed; inspect nextOffset and limitations
offsetNoCharacter offset into the page body (default 0); pass nextOffset from a previous call to continue a long page from cache

Output Schema

ParametersJSON Schema
NameRequiredDescription
urlYes
viaYes
offsetNo
tookMsYes
contentYes
focusMissNo
truncatedNo
limitationNo
nextOffsetNo
totalCharsNo
windowNoteNo
word_countYes
requestedUrlNo

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only cover the safety profile (readOnly, openWorld, non-destructive); the description adds substantial behavior beyond them: binary bodies and text-less PDFs return errors, long bodies are windowed and continued from cache, network safety/proxy/cancellation/size limits persist through fallbacks, and it is explicitly not an authenticated browser. These are exactly the operational caveats an agent needs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the core action, then dense but purposeful sentences covering return format, pagination, focus retry, error cases, and the auth boundary. No filler and no repetition of the schema or annotations.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return-value documentation is not required, and the description still covers error outcomes, extraction limitations, pagination continuation, and the unauthenticated boundary. Nothing needed to invoke it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3, but the description adds real semantics: offset continuation should use the cached read rather than a new request, and focus should be dropped on a miss because a miss is not evidence of absence. That goes beyond the schema's parameter descriptions without restating them.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The first sentence gives a specific verb (read/fetch) and resource (a known HTTP(S) URL) plus a distinguishing constraint ('without searching again') that separates it from the search siblings. It also states the return shape (readable HTML or locally extracted PDF text with retrieval route). An agent can select this over fused_search or x_search without opening either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It clearly sets the context of use (a URL you already know, avoiding a re-search) and gives concrete recovery guidance: 'A focus miss is not evidence of absence: retry without focus.' It stops short of explicitly naming the search siblings as the alternative when the URL is unknown, so routing is implied rather than spelled out.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_layerSearch LayerA

Inspect the current search layer with layer=show (default, no change). layer=free or api persists a new default: only change it when authorized. free = free — compatibility default engine_pool=free (keyless). api = api — compatibility default engine_pool=hybrid (keyless plus configured APIs). For a single search, use fused_search.engine_pool instead; legacy api maps to hybrid, not the strict api pool.

ParametersJSON Schema
NameRequiredDescriptionDefault
layerNoshow (default) reads current state; free/api persist a new default and require authorization

TDQS

A4.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations provide readOnlyHint=false and destructiveHint=false, but the description adds critical behavioral context: layer=show causes no change, while free/api persist a new default and require authorization. It also discloses the compatibility mapping (legacy api maps to hybrid, not strict api pool), which goes beyond the structured fields.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is dense but mostly earns its length, with the default behavior and key warning front-loaded. The 'free = free' and 'api = api' phrasing is slightly redundant and could be tightened, but it remains efficient and readable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with one optional parameter, full schema coverage, and no output schema, the description covers all essential context: default behavior, persistence side effects, authorization requirement, engine_pool mapping, and the alternative tool for single searches. Nothing an agent needs to call it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, but the description adds meaning beyond the enum descriptions by explaining the engine_pool implications of each value: free maps to engine_pool=free (keyless), api maps to engine_pool=hybrid, and legacy api does not map to the strict api pool. This is valuable semantic nuance that the schema alone does not convey.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific resource (the search layer) and a clear action set: inspect with layer=show or persist a new default with free/api. It also explicitly differentiates this tool from fused_search, making its purpose and scope unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit when-to-use guidance: use layer=show to inspect, only change the default when authorized, and for a single search use fused_search.engine_pool instead. This routes the agent to the correct sibling in the exact condition that matters.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_statsSearch StatsA
Read-only

Read-only search diagnostics: cache activity, engine configuration readiness and recent searches. Inspect result warnings as well; empty results do not prove absence or authorize changing credentials, permissions or defaults.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
layerYes
recentYes
enginesYes
xSourceYes
cacheHitsYes
startedAtYes
xOfficialYes
tierCountsYes
cacheMissesYes
keyedEnginesYes

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnlyHint=true, destructiveHint=false), so the bar is lower. The description adds genuine value beyond them: it discloses the diagnostic surfaces returned and warns that empty results do not authorize changing credentials, permissions, or defaults — a meaningful behavioral caveat for an agent acting on ambiguous results.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two front-loaded sentences: the first defines scope, the second carries the caution. No filler, though the second sentence packs three distinct warnings and is slightly dense.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be described. With zero parameters and annotations covering the safety profile, the description supplies everything an agent needs to call this correctly, including the caveat about interpreting empty results.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so there is nothing for the description to disambiguate. Baseline of 4 applies; the description neither helps nor hurts parameter understanding.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a concrete resource and enumerates what it exposes: cache activity, engine configuration readiness, and recent searches. It clearly reads as a diagnostics tool, distinct from the search/retrieval siblings (fused_search, fetch_page, search_layer), though it never names an alternative explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives interpretive guidance ('inspect result warnings', 'empty results do not prove absence') but never states when to call this tool versus the search siblings or when not to. Usage is implied by the diagnostics framing rather than spelled out.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

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

  1. 3 tool updatesv0.2.4
    • Changedfetch_page7 fields changed
      • changedInput schema / properties / focus / description
        Previous value: -"Keep paragraphs matching these terms (optional; full page is returned when omitted)"New value: +"Keep matching paragraphs; omit for the readable body. Output may still be windowed; inspect nextOffset and limitations"
      • addedInput schema / properties / offset
        Added value: +{
        +  "description": "Character offset into the page body (default 0); pass nextOffset from a previous call to continue a long page from cache",
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / nextOffset
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / offset
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / requestedUrl
        Added value: +{
        +  "type": "string"
        +}
      • addedOutput schema / properties / totalChars
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / windowNote
        Added value: +{
        +  "type": "string"
        +}
    • Changedfused_search2 fields changed
      • changedInput schema / properties / engine_weights / description
        Previous value: -"Override preset engine weights; never enables or selects engines"New value: +"Override preset engine weights; zero still calls the engine. Never enables or selects engines"
      • changedInput schema / properties / queries / description
        Previous value: -"Distinct query angles, not paraphrases; use up to 3 variants"New value: +"Distinct query angles, not paraphrases; complexity caps total variants at 1/2/3, including query and OR alternatives"
    • Changedx_search4 fields changed
      • addedOutput schema / properties / engineStats
        Added value: +{
        +  "additionalProperties": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "attempts": {
        +        "type": "number"
        +      },
        +      "errors": {
        +        "type": "number"
        +      },
        +      "note": {
        +        "type": "string"
        +      },
        +      "successes": {
        +        "type": "number"
        +      },
        +      "used": {
        +        "type": "boolean"
        +      }
        +    },
        +    "required": [
        +      "used",
        +      "errors"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / enginesUsed
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / inFlight
        Added value: +{
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / warnings
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
  2. 1 tool updatev0.2.3
    • Removedadaptive_search
  3. 7 tool updatesv0.2.2
    • Addedadaptive_search
    • Removeddeep_research
    • Changedfetch_page3 fields changed
      • changedInput schema / properties / focus / description
        Previous value: -"Keep paragraphs matching these terms (~90% token savings)"New value: +"Keep paragraphs matching these terms (optional; full page is returned when omitted)"
      • addedOutput schema / properties / focusMiss
        Added value: +{
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / limitation
        Added value: +{
        +  "additionalProperties": false,
        +  "properties": {
        +    "kind": {
        +      "type": "string"
        +    },
        +    "message": {
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "kind",
        +    "message"
        +  ],
        +  "type": "object"
        +}
    • Changedfused_search37 fields changed
      • addedInput schema / properties / community
        Added value: +{
        +  "description": "Add X developer/community voices when relevant; default false; shares final max_results",
        +  "type": "boolean"
        +}
      • addedInput schema / properties / complexity / description
        Added value: +"Budget, query variants and depth only; default medium"
      • changedInput schema / properties / complexity / enum
        Previous value: -[
        -  "auto",
        -  "simple",
        -  "medium",
        -  "complex"
        -]New value: +[
        +  "simple",
        +  "medium",
        +  "complex"
        +]
      • addedInput schema / properties / engine_pool
        Added value: +{
        +  "description": "Which engines to search. Omitted: compatibility layer free→free, api→hybrid",
        +  "enum": [
        +    "free",
        +    "api",
        +    "hybrid"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / engine_weights
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Override preset engine weights; never enables or selects engines",
        +  "properties": {
        +    "anysearch": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "bing": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "brave": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "ddg": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "exa": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "exa-free": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "tavily": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "yahoo": {
        +      "minimum": 0,
        +      "type": "number"
        +    }
        +  },
        +  "type": "object"
        +}
      • changedInput schema / properties / engines / description
        Previous value: -"Engine subset override"New value: +"Optional exact engine selection overriding engine_pool; unavailable or disabled engines are skipped with warnings"
      • changedInput schema / properties / engines / items / enum
        Previous value: -[
        -  "bing",
        -  "ddg",
        -  "yahoo",
        -  "exa-free",
        -  "antigravity",
        -  "tavily",
        -  "brave",
        -  "exa"
        -]New value: +[
        +  "bing",
        +  "ddg",
        +  "yahoo",
        +  "exa-free",
        +  "anysearch",
        +  "tavily",
        +  "brave",
        +  "exa"
        +]
      • addedInput schema / properties / engines / minItems
        Added value: +1
      • addedInput schema / properties / exclude_domains / description
        Added value: +"Exclude these hostnames from results"
      • addedInput schema / properties / include_domains / description
        Added value: +"Restrict results to these hostnames, e.g. nodejs.org; useful for official sources"
      • addedInput schema / properties / layer / description
        Added value: +"Deprecated compatibility alias: free→free pool, api→hybrid pool; engine_pool takes precedence; not persisted"
      • addedInput schema / properties / min_score
        Added value: +{
        +  "description": "Minimum consensus-v2 quality score; old thresholds need recalibration, default 0",
        +  "minimum": 0,
        +  "type": "number"
        +}
      • changedInput schema / properties / queries / description
        Previous value: -"Extra query variants (max 3)"New value: +"Distinct query angles, not paraphrases; use up to 3 variants"
      • addedInput schema / properties / ranking
        Added value: +{
        +  "description": "Final engine-weight preset only; default balanced",
        +  "enum": [
        +    "balanced",
        +    "research",
        +    "fresh"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / recency / description
        Added value: +"Favor recent dated results; omit for historical or version-pinned documentation"
      • addedOutput schema / properties / communityUsed
        Added value: +{
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / effectiveWeights
        Added value: +{
        +  "additionalProperties": {
        +    "type": "number"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / enginePool
        Added value: +{
        +  "enum": [
        +    "free",
        +    "api",
        +    "hybrid"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / engineStats / additionalProperties / properties / attempts
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / engineStats / additionalProperties / properties / successes
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / ranking
        Added value: +{
        +  "enum": [
        +    "balanced",
        +    "research",
        +    "fresh"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / consensusBoost
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / contributions
        Added value: +{
        +  "additionalProperties": {
        +    "type": "number"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / results / items / properties / dateStatus
        Added value: +{
        +  "enum": [
        +    "known",
        +    "unknown",
        +    "conflicting"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / engineRanks
        Added value: +{
        +  "additionalProperties": {
        +    "type": "number"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / results / items / properties / evidenceScore
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / id
        Added value: +{
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / kind
        Added value: +{
        +  "enum": [
        +    "web",
        +    "x"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / metadataDelta
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / provenance
        Added value: +{
        +  "items": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "engine": {
        +        "type": "string"
        +      },
        +      "published": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "rank": {
        +        "type": "number"
        +      },
        +      "snippet": {
        +        "type": "string"
        +      },
        +      "title": {
        +        "type": "string"
        +      },
        +      "url": {
        +        "type": "string"
        +      },
        +      "variant": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "engine",
        +      "rank",
        +      "url",
        +      "title",
        +      "snippet",
        +      "published"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / results / items / properties / rankScore
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / scoreVersion
        Added value: +{
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / selectionScore
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / username
        Added value: +{
        +  "type": "string"
        +}
      • changedOutput schema / properties / results / items / required
        Previous value: -[
        -  "title",
        -  "url",
        -  "domain",
        -  "snippet",
        -  "score",
        -  "engines",
        -  "published"
        -]New value: +[
        +  "title",
        +  "url",
        +  "domain",
        +  "snippet",
        +  "score",
        +  "scoreVersion",
        +  "rankScore",
        +  "evidenceScore",
        +  "consensusBoost",
        +  "metadataDelta",
        +  "engineRanks",
        +  "contributions",
        +  "provenance",
        +  "dateStatus",
        +  "engines",
        +  "published"
        +]
      • addedOutput schema / properties / scoreVersion
        Added value: +{
        +  "type": "string"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "query",
        -  "layer",
        -  "tier",
        -  "tookMs",
        -  "cacheHit",
        -  "resultCount",
        -  "results"
        -]New value: +[
        +  "scoreVersion",
        +  "query",
        +  "layer",
        +  "tier",
        +  "tookMs",
        +  "cacheHit",
        +  "resultCount",
        +  "enginePool",
        +  "ranking",
        +  "effectiveWeights",
        +  "communityUsed",
        +  "results"
        +]
    • Changedsearch_layer1 field changed
      • addedInput schema / properties / layer / description
        Added value: +"show (default) reads current state; free/api persist a new default and require authorization"
    • Changedsearch_stats2 fields changed
      • addedOutput schema / properties / keyedEngines
        Added value: +{
        +  "additionalProperties": false,
        +  "properties": {
        +    "configured": {
        +      "type": "number"
        +    },
        +    "enabled": {
        +      "type": "number"
        +    },
        +    "enabledNames": {
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "total": {
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "configured",
        +    "enabled",
        +    "total",
        +    "enabledNames"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "startedAt",
        -  "layer",
        -  "cacheHits",
        -  "cacheMisses",
        -  "tierCounts",
        -  "engines",
        -  "xOfficial",
        -  "xSource",
        -  "recent"
        -]New value: +[
        +  "startedAt",
        +  "layer",
        +  "cacheHits",
        +  "cacheMisses",
        +  "tierCounts",
        +  "keyedEngines",
        +  "engines",
        +  "xOfficial",
        +  "xSource",
        +  "recent"
        +]
    • Changedx_search10 fields changed
      • addedInput schema / properties / allowed_x_handles
        Added value: +{
        +  "description": "Only these authors; mutually exclusive with excluded_x_handles",
        +  "items": {
        +    "type": "string"
        +  },
        +  "maxItems": 20,
        +  "type": "array"
        +}
      • addedInput schema / properties / excluded_x_handles
        Added value: +{
        +  "description": "Exclude these authors; mutually exclusive with allowed_x_handles",
        +  "items": {
        +    "type": "string"
        +  },
        +  "maxItems": 20,
        +  "type": "array"
        +}
      • changedInput schema / properties / from_date / description
        Previous value: -"YYYY-MM-DD"New value: +"Inclusive start date, YYYY-MM-DD (UTC)"
      • addedInput schema / properties / max_results / description
        Added value: +"Requested result limit, 1–10"
      • addedInput schema / properties / post_id / description
        Added value: +"Real X post ID or status URL for type=thread"
      • addedInput schema / properties / query / description
        Added value: +"Search terms and X filters (e.g. from:OpenAI), or a natural-language topic for semantic mode"
      • changedInput schema / properties / to_date / description
        Previous value: -"YYYY-MM-DD"New value: +"Inclusive end date, YYYY-MM-DD (UTC)"
      • addedInput schema / properties / type / description
        Added value: +"Mode: keyword (default) or semantic uses query; user uses username; thread uses post_id"
      • addedInput schema / properties / username / description
        Added value: +"X account handle for type=user"
      • addedOutput schema / properties / note
        Added value: +{
        +  "type": "string"
        +}
  4. 2 tool updatesv0.1.6
    • Changeddeep_research1 field changed
      • addedInput schema / properties / round
        Added value: +{
        +  "description": "Research round number (auto-increments when omitted)",
        +  "minimum": 1,
        +  "type": "integer"
        +}
    • Changedfused_search4 fields changed
      • addedOutput schema / properties / engineStats
        Added value: +{
        +  "additionalProperties": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "errors": {
        +        "type": "number"
        +      },
        +      "note": {
        +        "type": "string"
        +      },
        +      "used": {
        +        "type": "boolean"
        +      }
        +    },
        +    "required": [
        +      "used",
        +      "errors"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / enginesRequested
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / enginesUsed
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / warnings
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
  5. 6 tool updatesv0.1.2
    • First observeddeep_research
    • First observedfetch_page
    • First observedfused_search
    • First observedsearch_layer
    • First observedsearch_stats
    • First observedx_search

TDQS

A4.1/5.0

Scored across 5 tools

Disambiguation4/5

Tools have mostly distinct purposes: fused_search for general web search, x_search for X/Twitter, fetch_page for URL reading, and search_stats/search_layer for diagnostics/configuration. However, search_stats and search_layer both touch engine configuration, and fused_search's description references a non-existent adaptive_search tool, which could cause mild confusion.

Naming Consistency3/5

All names use snake_case, which is consistent. However, the naming patterns vary: fused_search (adjective_noun), fetch_page (verb_noun), x_search (noun_noun), search_stats (noun_noun), search_layer (noun_noun). There is no single predictable verb_noun convention, though names remain readable.

Tool Count5/5

5 tools is well-scoped for a search server: core search, specialized X search, page fetch, diagnostics, and configuration. Each tool has a clear role without redundancy.

Completeness3/5

The surface covers general search, X search, page fetch, stats, and layer configuration. However, the descriptions reference an adaptive_search tool for higher-quality intent-guided evidence selection that is not present, indicating a notable gap in the intended tool set.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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