Agentery pricing intelligence · MCP server profile · Ref
MCP server profile · independently tracked by Agentery
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Ref

↗ ref.tools official website

provides AI coding tools with token-efficient access to technical documentation and enables search and reading capabilities for documentation and web pages

MCP serverPricing checked daily
Agentery value verdictPriced near the marketfrom $0.01/mo
Observed entry price$0.01/molowest observed monthly
Connection modelMCP serverMCP clients
Pricing observed9 Oct 2026latest priced read of the page
Website liveness9 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

Ref

provides AI coding tools with token-efficient access to technical documentation and enables search and reading capabilities for documentation and web pages

documentation sources, GitHub repos, PDFs, web pages, codebase context → search results from documentation, full content of web pages and GitHub files, documentation context for AI agents
MCPGitHubCursorDevinClaude CodeCodexLinearAsanaMCPautonomy: infrastructure

Pricing & plans

Observed public pricing for Ref, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily
per credit · market position

$0.01 /credit

19.3% below the median. Basis: comparable plans in Developer Portal API Docs, same buyer tier and billing unit, USD monthly, observed 2026-07-25. Separately, across all same-tier-tier plans in the niche regardless of billing unit (2 providers): cheaper than 1 of them.
this agent · $0.01
$0median $0.01$0
pricing observed 2026-07-25 · page rechecked daily · source evidence retained
What should this agent charge?

The current price sits below the comparable median.

pricing recommendation
$0.01
$0–$0
$0.01

$0.01 is positioned against a $0–$0 observed middle market.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

19.3% below the median.

get_provider_profile · plan history

per credit observed 2026-07-25.

pricing recommendation

Percentile unavailable for this basis.

confidence

Source page rechecked daily.

Interactive provider scenario

Test a different price for this plan.

Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.

$0.0067 / month
$1 lowestmedian $0.01$0 highest
Competitive value position. At $0.0067/month, this plan is 19.3% below the cohort median.
—
-19.3%
$0–$0

Is Ref good value?

How its price compares with genuinely comparable providers.

Priced near the market

Priced near the market for its buyer tier.

Basis: Individual flat plans at the same billing unit (2 providers), USD monthly, pricing observed 2026-08-10. The Basic plan ($19/mo) sits 2.6% below that median of $19.5. Thin evidence: fewer than five comparable providers, so treat the position as indicative. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.

Observed commercial price$0.0067/mo
Position among MCP serversAbove median among MCP servers · 6 priced · moderate
Hosting model—
Price benchmarkapplicable
How it compares

Compared with Developer Portal API Docs

Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit (the basis is stated with each verdict above). See the plans above for the percentile and its cohort size, and the full niche market for peers.

View the full niche →

Ref's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above. Local median $42/mo (entry prices of 6 priced of 50 nearest products, any tier or billing unit) — Ref is 19% above it.

See the full market →
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "agent_id": "ref_tools_mcp",
  "name": "Ref",
  "url": "https://ref.tools",
  "logo": "https://agentery.com/logos/CP-9FTDFF-256.png",
  "niche": "developer-portal-api-docs",
  "category": "developer-tools-infra",
  "short_summary": "provides AI coding tools with token-efficient access to technical documentation and enables search and reading capabilities for documentation and web pages",
  "task_performed": "provides AI coding tools with token-efficient access to technical documentation and enables search and reading capabilities for documentation and web pages",
  "inputs_accepted": [
    "documentation sources",
    "GitHub repos",
    "PDFs",
    "web pages",
    "codebase context"
  ],
  "outputs_produced": [
    "search results from documentation",
    "full content of web pages and GitHub files",
    "documentation context for AI agents"
  ],
  "integrations_available": [
    "MCP",
    "GitHub",
    "Cursor",
    "Devin",
    "Claude Code",
    "Codex",
    "Linear",
    "Asana",
    "Slack",
    "VS Code",
    "Windsurf",
    "Cline",
    "Warp",
    "OAuth",
    "SSO"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 50,
    "monthly_usd": 50,
    "headline": "Free plan; paid from $50/mo",
    "commercial": {
      "entry_offer": {
        "line": "Pro",
        "monthly_native": 50,
        "monthly_usd": 50,
        "commitment": "monthly",
        "basis": "$50/month"
      },
      "rates": [
        {
          "line": "Extra usage",
          "per": "per unit",
          "text": "$10 per unit"
        }
      ],
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "$0",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Pro",
          "price": "$50/mo",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Max",
          "price": "$200/mo",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Extra usage",
          "price": "$10/1K",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "Enterprise",
          "price": "Contact sales",
          "kind": "custom"
        }
      ]
    },
    "summary": "Free plan; paid from $50/mo. Ref offers a free plan with a one-time 200-credit allowance, Pro at $50/month, Max at $200/month, usage-based extras, and custom Enterprise pricing.",
    "confidence": "high",
    "source_url": "https://ref.tools/pricing",
    "checked_at": "2026-10-09T03:12:00.395Z",
    "amount": 50,
    "display": "From $50/mo",
    "plans": [
      {
        "name": "Free",
        "price": "$0",
        "period": "one-time",
        "persona": "free",
        "highlights": [
          "200 one-time credits",
          "Unlimited plans",
          "3 small repositories",
          "1 large repository"
        ],
        "price_annual": null
      },
      {
        "name": "Pro",
        "price": "$50/mo",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "6,000 credits per month",
          "Unlimited plans",
          "50 small repositories",
          "5 large repositories",
          "$0.0083 per credit"
        ],
        "price_annual": null
      },
      {
        "name": "Max",
        "price": "$200/mo",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "30,000 credits per month",
          "Unlimited plans",
          "Unlimited small repositories",
          "25 large repositories",
          "$0.0067 per credit"
        ],
        "price_annual": null
      },
      {
        "name": "Extra usage",
        "price": "$10/1K",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Available on Pro and above"
        ],
        "price_annual": null
      },
      {
        "name": "Enterprise",
        "price": "Contact sales",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "SOC 2 compliance",
          "SSO and MCP OAuth",
          "Priority support",
          "Custom contracting and pricing",
          "Advanced admin controls"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "SOC2 Compliant"
  ],
  "evidence_quality": "high",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "possibly suitable (SOC2 stated)",
  "evidence_urls": [
    "https://ref.tools"
  ],
  "last_checked": "2026-06-19",
  "how_to_connect": {
    "website": "https://ref.tools",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://ref.tools/pricing",
      "last_observed_day": "2026-10-09",
      "age_days": 0,
      "verified_day": "2026-10-09",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 98,
    "group": "Documentation and technical Q&A",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 30,
      "pro": 30,
      "team / small business": 199,
      "enterprise": 899
    },
    "broad_market": true,
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/98"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 279,
    "uptime_7d": 0.88,
    "checked_at": "2026-10-09T08:42:52.943Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": {
      "usdPerUnit": 0.0083,
      "unit": "credits",
      "usdPer1k": 8.3,
      "raw": "$0.0083 per credit",
      "plan": "Pro"
    }
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}