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  3. ToolRank
T
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ToolRank

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View RepositoryVisit Website

Rank MCP servers/APIs for a job. Lexical ranking, 36 curated tools, no Stripe.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

One-click editor setup isn’t available for this listing yet β€” we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself β€” its README, its docs, or a verified owner. We haven’t found those for ToolRank, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Install Directory Badge Claim listing AlternativesπŸ’° More in Finance & Fintech

Documentation Overview

ToolRank (private MVP β†’ public-ready deploy)

Ranked shortlist of MCP servers / APIs for agent jobs β€” health, price_band, and install snippet.

Live: https://toolrank.onrender.com β€” 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)

server.ts
cd /workspace/toolrank
cp .env.example .env
# Edit .env β€” 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 dev

Local curl with a test key

server.ts
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

CallerHowSoft limit (process-local, rolling 24h)
AnonymousNo key20 req / IP to /v1/* and /mcp
free keyAuthorization: Bearer <key> or X-API-Key: <key>100 / key
builder keysame headers2000 / key
  • Env: TOOLRANK_API_KEYS = comma-separated keys, optional key:plan (free | builder). Example: trk_live_abc:builder,trk_live_xyz:free. Bare key β†’ free.
  • /health and /openapi.json are always open (no auth / no quota).
  • Invalid key β†’ 401 { error, schema_version, as_of }
  • Over quota β†’ 429 + Retry-After (seconds hint)
  • Authed POST /v1/search responses include plan (free | builder)
  • Quotas are in-memory / process-local β€” 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 TOOLRANK_API_KEYS in the host environment:

  1. Render: Dashboard β†’ your Web Service β†’ Environment β†’ add TOOLRANK_API_KEYS = trk_live_….…:builder,… (use sync: false / secret). Redeploy.
  2. Railway: Service β†’ Variables β†’ TOOLRANK_API_KEYS.
  3. Docker / VPS: -e TOOLRANK_API_KEYS='…' or systemd/env file outside git.
  4. Local: 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.

HTTP API

Base: https://toolrank.onrender.com (or http://127.0.0.1:8787 locally).

MethodPathDescription
GET/healthLiveness + catalog meta (open)
POST/v1/searchRank tools for a job (auth/quota)
GET/v1/tools/:idTool detail (auth/quota)
GET/v1/fresh?since=Updated since ISO timestamp (auth/quota)
GET/openapi.jsonOpenAPI 3.1 (open)
ALL/mcpStreamable HTTP MCP (auth/quota; same tools as stdio)

Search body

config.json
{
  "job": "string (required)",
  "constraints": {
    "budget": "free | paid | any",
    "auth": "optional hint",
    "runtime": "mcp | api | …"
  },
  "limit": 10,
  "check_health": false
}

Optional check_health: true probes top results (2s timeout). Failures stay unknown (no false down).

Deploy (no custom domain / no Stripe)

Docker

Terminal
docker build -t toolrank .
docker run --rm -p 8787:8787 \
  -e TOOLRANK_API_KEYS='trk_live_prod:builder' \
  toolrank

Render

  • Blueprint: render.yaml (Docker web service, free plan friendly).
  • Live hostname: https://toolrank.onrender.com (no custom domain required).
  • Set TOOLRANK_API_KEYS in the dashboard.

Railway

  • railway.toml (Dockerfile) or Procfile (web: node dist/index.js after build).
  • Set 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.

MCP

Tools: search_tools, get_tool, list_fresh (shared handlers for stdio + HTTP).

Streamable HTTP (production)

Code
https://toolrank.onrender.com/mcp

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:

config.json
{
  "mcpServers": {
    "toolrank": {
      "url": "https://toolrank.onrender.com/mcp"
    }
  }
}

stdio (local)

Terminal
npm run mcp
config.json
{
  "mcpServers": {
    "toolrank": {
      "command": "npm",
      "args": ["run", "mcp"],
      "cwd": "/workspace/toolrank"
    }
  }
}

Ranking

  1. Tokenize job (drop stopwords).
  2. Score tag / name / description matches.
  3. Boost matching price_band under budget constraints.
  4. Boost health: up; penalize health: down.
  5. Tiny preference for mcp / both interfaces.

Honest lexical ranking β€” no paid placement. 36 curated tools. Health often unknown. Stripe not wired.

Docs

  • docs/AGENT.md β€” agent-readable usage (auth headers + limits)
  • docs/llms.txt β€” compact machine summary
  • server.json β€” Official MCP Registry manifest (not published yet)
  • scripts/README-ingest.md β€” stub for future registry.modelcontextprotocol.io ingest

Tests & build

Terminal
npm test    # vitest β€” ranking, envelope, auth middleware, /mcp
npm run build

TODO

  • Implement registry ingest (scripts/README-ingest.md)
  • Persist health probe results between restarts
  • Stripe / paid upgrades (not started)
  • Custom domain (not purchased / not wired)
  • Shared Redis (or similar) quotas if multi-instance
  • Publish server.json with mcp-publisher (not run from this change)

License

All Rights Reserved β€” Brandon Clark / ToolRank. See LICENSE.

Read the full README β†’View source on GitHub β†’

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Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about ToolRank

We don't have a confirmed install command for ToolRank yet, so we don't publish a generated one β€” a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/brandonclark1996-design/toolrank) for the current steps.

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Technical Specs & Signals

CategoryπŸ’°Finance & Fintech
More technical detailsExpand β–Ύ
Last updatedSep 28, 2026
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Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
27Quality signal: Emerging Β· 27/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools11/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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