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 账号 brandonclark1996-design 发布v0.1.0更新于 Nov 1, 2026
Rank MCP servers/APIs for a job. Lexical ranking, 36 curated tools, no Stripe.
发布方自己的服务:Rank Fast
ToolRank 针对你描述的任务,对一个小型精选 MCP 服务器与 API 目录进行排序,返回健康状态、价格区间和安装片段。
Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/io.github.brandonclark1996-design%2Ftoolrank/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。把它添加到你客户端的 mcpServers 配置中。
{
"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.
来源: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已满足适用检查项的 90%
该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。
请在仓库或注册中心条目中声明许可证。
fast.rank官方发布者
Rank Fast 远程 MCP 服务器,让助手检查 Google 收录并给出诊断、获取自动补全关键词建议,并查看 AI 可见性与客座文章资源。

由 GitHub 账号 j7an 发布
按星标数或信任启发式对依赖某个 GitHub 仓库的项目进行排名,并可在这些依赖方中搜索代码。

由 GitHub 账号 VLCODE87 发布
一个远程 MCP 服务器,让助手按真实网络流量搜索、排名和比较 AI 工具,并提供价格、免费方案、替代品和 LLM API 基准数据。

com.mambabuilt
本地 MCP 服务器,通过 Apify actor 查询指定地点下关键词的 Google 自然排名、地图包排名和本地查找器排名。
com.crecerank
远程 MCP 服务器,用于查看品牌在 ChatGPT、Gemini、Perplexity 和 AI Overviews 等 AI 助手中的曝光情况,包括提及、来源和 GEO 建议。
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