search_tools
Rank MCP servers/APIs for a job. Returns shortlist with health, price_band, install snippet.
job必填authlimitbudgetruntime
io.github.brandonclark1996-design由 GitHub 帳號 brandonclark1996-design 發布v0.1.0更新於 Nov 1, 2026
Rank MCP servers/APIs for a job. Lexical ranking, 36 curated tools, no Stripe.
發布方自己的服務:Rank Fast
ToolRank 依你描述的工作,對一份小型精選 MCP 伺服器與 API 目錄排序,回傳健康狀態、價格區間與安裝片段。
Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/io.github.brandonclark1996-design%2Ftoolrank/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。把它新增到你客戶端的 mcpServers 設定中。
{
"mcpServers": {
"toolrank": {
"type": "http",
"url": "https://toolrank.onrender.com/mcp"
}
}
}Ranked shortlist of MCP servers / APIs for agent jobs — health, price_band, and install snippet.
Live: https://toolrank.onrender.com — OpenAPI at /openapi.json, Streamable HTTP MCP at /mcp.
Private build for Brandon Clark / ToolRank. All Rights Reserved (see LICENSE). GitHub: brandonclark1996-design/toolrank.
Honesty: Ranking is lexical (token overlap), not learned or sponsored. Catalog is 36 curated tools. health is often unknown. Stripe is not wired. Custom domain is not purchased.
data/catalog.json, 36 curated public tools)npm run mcp) and Streamable HTTP (POST /mcp) via @modelcontextprotocol/sdksrc/auth.ts) on /v1/* and /mcpAnonymous (no key) works until the free IP quota is hit (20 / rolling 24h).
TOOLRANK_API_KEYS = comma-separated keys, optional key:plan (free | builder). Example: trk_live_abc:builder,trk_live_xyz:free. Bare key → free./health and /openapi.json are always open (no auth / no quota).401 { error, schema_version, as_of }429 + Retry-After (seconds hint)POST /v1/search responses include plan (free | builder)Do not commit real keys. Set TOOLRANK_API_KEYS in the host environment:
TOOLRANK_API_KEYS = trk_live_….…:builder,… (use sync: false / secret). Redeploy.TOOLRANK_API_KEYS.-e TOOLRANK_API_KEYS='…' or systemd/env file outside git.export TOOLRANK_API_KEYS='trk_live_test:builder' before npm start.Also set HOST=0.0.0.0 (default in code) and let the platform inject PORT.
Base: https://toolrank.onrender.com (or http://127.0.0.1:8787 locally).
Optional check_health: true probes top results (2s timeout). Failures stay unknown (no false down).
render.yaml (Docker web service, free plan friendly).https://toolrank.onrender.com (no custom domain required).TOOLRANK_API_KEYS in the dashboard.railway.toml (Dockerfile) or Procfile (web: node dist/index.js after build).TOOLRANK_API_KEYS in Variables. Use Railway’s public HTTP domain.Build step for native Node hosts: npm ci && npm run build then node dist/index.js.
Tools: search_tools, get_tool, list_fresh (shared handlers for stdio + HTTP).
Same API-key / anonymous quota as /v1/*. Official MCP Registry manifest: server.json (io.github.brandonclark1996-design/toolrank). Do not run mcp-publisher from this box unless asked.
Cursor / Claude HTTP MCP config snippet:
job (drop stopwords).price_band under budget constraints.health: up; penalize health: down.mcp / both interfaces.Honest lexical ranking — no paid placement. 36 curated tools. Health often unknown. Stripe not wired.
docs/AGENT.md — agent-readable usage (auth headers + limits)docs/llms.txt — compact machine summaryserver.json — Official MCP Registry manifest (not published yet)scripts/README-ingest.md — stub for future registry.modelcontextprotocol.io ingestscripts/README-ingest.md)server.json with mcp-publisher (not run from this change)All Rights Reserved — Brandon Clark / ToolRank. See LICENSE.
來源:README.md,提交 fad9537
Rank MCP servers/APIs for a job. Returns shortlist with health, price_band, install snippet.
job必填authlimitbudgetruntimeGet a single catalog tool by id
id必填List tools updated after an ISO timestamp (optional)
since已滿足適用檢查項的 90%
該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。
請在儲存庫或註冊中心條目中宣告授權條款。
fast.rank官方發布者
Rank Fast 遠端 MCP 伺服器,讓助理檢查 Google 收錄並提供診斷、取得自動完成關鍵字建議,並檢視 AI 能見度與客座文章資源。

由 GitHub 帳號 j7an 發布
依星標數或信任啟發式為依賴某個 GitHub 儲存庫的專案排名,並可在這些依賴方中搜尋程式碼。

由 GitHub 帳號 VLCODE87 發布
一個遠端 MCP 伺服器,讓助理依真實網路流量搜尋、排名與比較 AI 工具,並提供價格、免費方案、替代品和 LLM API 基準資料。

com.mambabuilt
本機 MCP 伺服器,透過 Apify actor 查詢指定地點下關鍵字的 Google 自然排名、地圖包排名與本地搜尋器排名。
com.crecerank
遠端 MCP 伺服器,用來檢視品牌在 ChatGPT、Gemini、Perplexity 和 AI Overviews 等 AI 助理中的曝光情形,包含提及、來源與 GEO 建議。
cd /workspace/toolrankcp .env.example .env# Edit .env — set TOOLRANK_API_KEYS if you want keyed access locallyexport TOOLRANK_API_KEYS='trk_live_test:builder'npm installnpm testnpm run buildnpm start # listens on 0.0.0.0:$PORT (default 8787)# or: npm run devexport TOOLRANK_API_KEYS='trk_live_test:builder'npm start
curl -s http://127.0.0.1:8787/health | jq .
curl -s http://127.0.0.1:8787/v1/search \ -H 'content-type: application/json' \ -H 'Authorization: Bearer trk_live_test' \ -d '{"job":"scrape website to markdown for RAG","constraints":{"budget":"any"},"limit":5}' | jq .
# Or X-API-Key:curl -s http://127.0.0.1:8787/v1/search \ -H 'content-type: application/json' \ -H 'X-API-Key: trk_live_test' \ -d '{"job":"web search for research","limit":3}' | jq .{ "job": "string (required)", "constraints": { "budget": "free | paid | any", "auth": "optional hint", "runtime": "mcp | api | …" }, "limit": 10, "check_health": false}docker build -t toolrank .docker run --rm -p 8787:8787 \ -e TOOLRANK_API_KEYS='trk_live_prod:builder' \ toolrankhttps://toolrank.onrender.com/mcp{ "mcpServers": { "toolrank": { "url": "https://toolrank.onrender.com/mcp" } }}npm run mcp{ "mcpServers": { "toolrank": { "command": "npm", "args": ["run", "mcp"], "cwd": "/workspace/toolrank" } }}npm test # vitest — ranking, envelope, auth middleware, /mcpnpm run build