ToolRank MCP server
online · 32% uptimeio.github.brandonclark1996-design/toolrank·v0.1.0Rank MCP servers/APIs for a job. Lexical ranking, 36 curated tools, no Stripe.
0 stars
Reviews
Write oneNobody has reviewed ToolRank yet.
If you have run it, two minutes of your experience saves the next person an afternoon.
ToolRank tools (3)
write = sends, deletes, buys or postsget_toolFreeGet a single catalog tool by id
list_freshFreeList tools updated after an ISO timestamp (optional)
search_toolsFreeRank MCP servers/APIs for a job. Returns shortlist with health, price_band, install snippet.
Public scan report
scanner v0.1.10 · 2026-11-01 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 513ms20/20
- Tool poisoning3 tool descriptions checked15/15
- Auth qualityAPI key sent as a header8/15
- Maintenancelast push 50 days ago12/15
- Maintainer identityregistry namespace matches repository owner6/10
How ToolRank compares
Against every graded E-commerce MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 81/100
- higher than 73% of 2,174 E-commerce servers
- Tools
- 3
- the typical E-commerce server has 6
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- Uptime
- 32%
- of our recent checks; the typical remote E-commerce server answers 100%
- Response time
- 278 ms
- faster than 55% of 1,527 E-commerce servers
What its tools let an agent do: 3 read
Install ToolRank in Claude Code, Cursor or VS Code
claude mcp add --transport http toolrank https://toolrank.onrender.com/mcp
What the publisher says
From the ToolRank repository's README, as published. We do not edit it. Read it on GitHub
ToolRank (private MVP → public-ready deploy)
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.
Stack
- Node 20, TypeScript
- Hono HTTP API
- Zod validation
- JSON catalog (data/catalog.json, 36 curated public tools)
- MCP stdio (npm run mcp) and Streamable HTTP (POST /mcp) via @modelcontextprotocol/sdk
- API-key auth + process-local soft quotas (src/auth.ts) on /v1/* and /mcp
Quick start (local)
cd /workspace/toolrank
cp .env.example .env
# Edit .env — set TOOLRANK_API_KEYS if you want keyed access locally
export TOOLRANK_API_KEYS='trk_live_test:builder'
npm install
npm test
npm run build
npm start # listens on 0.0.0.0:$PORT (default 8787)
# or: npm run devLocal curl with a test key
export 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 .Anonymous (no key) works until the free IP quota is hit (20 / rolling 24h).
Auth + limits
- Env: TOOLRANKAPIKEYS = comma-separated keys, optional key:plan (free \| builder). Example: trkliveabc:builder,trklivexyz:free. Bare key → free.
- /health and /openapi.json are always open (no auth / no quota).
- Invalid key → 401 { error, schemaversion, asof }
- Over quota → 429 + Retry-After (seconds hint)
- Authed POST /v1/search responses include plan (free \| builder)
- Quotas are in-memory / process-local — fine for single-instance MVP; they reset on restart and do not sync across replicas.
Setting keys on the host (Brandon)
Do not commit real keys. Set TOOLRANKAPIKEYS in the host environment:
- Render: Dashboard → your Web Service → Environment → add TOOLRANKAPIKEYS = trklive….…:builder,… (use sync: false / secret). Redeploy.
- Railway: Service → Variables → TOOLRANKAPIKEYS.
- Docker / VPS: -e TOOLRANKAPIKEYS='…' or systemd/env file outside git.
- Local: export TOOLRANKAPIKEYS='trklivetest:builder' before npm start.
Also set HOST=0.0.0.0 (default in code) and let the platform inject PORT.
HTTP API
Base: https://toolrank.onrender.com (or http://127.0.0.1:8787 locally).
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Grade history
- 2026-11-01restoreD → Bscore 81
- 2026-10-24downgradeA → Dscore 43: Remote endpoint did not respond
ToolRank: common questions
- Is ToolRank MCP server safe?
- Mostly: it is graded B (81/100). Read the ToolRank safety report
- How do I install ToolRank?
- It runs remotely at toolrank.onrender.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does ToolRank need an API key?
- Yes. The registry entry asks for
Authorization. - Is ToolRank maintained?
- The last commit was 52 days ago (2026-09-13). The latest release is v0.1.0.
- Is ToolRank up?
- 32% of our last 28 checks got an answer. We check remote servers about four times a day.
- What can I use instead of ToolRank?
- Servers from other publishers that do the same job: Stripe MCP server, Buywhere MCP server and AsoBeast MCP server.
- How does ToolRank compare with other E-commerce MCP servers?
- safety score 81/100 (higher than 73% of 2,174 E-commerce servers); tools 3 (the typical E-commerce server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to ToolRank
Same job from other publishers: the closest match first, then the best rated.
- StripeMCP server integrating with Stripe - tools for customers, products, payments, and more.not reviewedEstablishedA
BuywhereAgent-native product catalog: 300M+ products, 150,000+ stores, deliver_to ranking.not reviewedEstablishedA- AsoBeastApp Store and Google Play ASO: keyword rankings, competitors, reviews, audits and an action queue.not reviewedGrowingA
- Stripe AcpStripe ACP — AI agent checkout, payment delegation, products, invoicesnot reviewedGrowingB
StoreliftApp Store & Google Play keyword ranks, rivals, reviews and AI visibility. Free plan included.not reviewedGrowingA