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86/100
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Benchmarked Sep 25, 2026

OpenIndex Retrieval Plugin API

A retrieval API for querying and filtering documents based on natural language queries and metadata

dataapi platform_profile Streaming
Benchmark Your API

Score Breakdown

Parseability10/10
Auth Simplicity9/10
Token Efficiency9/10
Consistency8/10
Documentation8/10
Error Clarity8/10
First-Try Success8/10
Latency6/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://www.openindex.ai",
  "auth_method": "api_key",
  "auth_config": {
    "header": "Authorization",
    "scheme": "Bearer",
    "web_login": "Google (device flow for CLI)",
    "api_key_location": "https://www.openindex.ai/account",
    "notes": "Read/search/edit are free and require no account. Authenticated actions (creating pages, comments, renting, MCP) use a Bearer API key obtained after Google login."
  },
  "endpoints": [
    {
      "name": "Index data",
      "path": "/api/index",
      "method": "GET",
      "description": "JSON with categories, hubs, wanted pages, tags, recent pages"
    },
    {
      "name": "Search",
      "path": "/api/search?q=example",
      "method": "GET",
      "description": "Hybrid search (BM25 + semantic embeddings + rent boost), JSON results with ranking signals"
    },
    {
      "name": "List pages",
      "path": "/api/pages?sort=recent",
      "method": "GET",
      "description": "List pages with sorting"
    },
    {
      "name": "Create page",
      "path": "/api/pages",
      "method": "POST",
      "description": "Create a page (costs $0.10 in credits)"
    },
    {
      "name": "Read/Edit/Delete page",
      "path": "/api/pages/{slug}",
      "method": "GET/PUT/DELETE",
      "description": "Manage a specific page"
    },
    {
      "name": "Markdown export",
      "path": "/page/<slug>.md",
      "method": "GET",
      "description": "Any page as markdown with front matter (backlinks, tags, links)"
    },
    {
      "name": "MCP endpoint",
      "path": "/api/mcp",
      "method": "POST",
      "description": "Streamable HTTP MCP server, Bearer API key"
    },
    {
      "name": "MCP server card",
      "path": "/api/mcp/server-card",
      "method": "GET",
      "description": "Pre-connection metadata (SEP-2127)"
    },
    {
      "name": "OpenAPI description",
      "path": "/openapi.json",
      "method": "GET",
      "description": "OpenAPI 3.1 description of every endpoint"
    },
    {
      "name": "AI catalog",
      "path": "/.well-known/ai-catalog.json",
      "method": "GET",
      "description": "AI catalog well-known file"
    },
    {
      "name": "Sitemap",
      "path": "/sitemap.xml",
      "method": "GET",
      "description": "Every indexable URL"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "credits": "1 credit = 1 US cent",
      "new_account_bonus": "$1.00",
      "create_page": "$0.10",
      "comment": "$0.01",
      "daily_rent": "from $0.01/day (optional, boosts pages)",
      "top_up": "Stripe, minimum $5",
      "reading_searching_editing": "free, no account required"
    }
  },
  "rate_limits": {
    "headers": [
      "RateLimit-Policy",
      "RateLimit"
    ],
    "notes": "Detailed limits documented at https://www.openindex.ai/docs"
  },
  "capabilities": [
    "hybrid search (BM25 keywords + semantic embeddings + rent boost)",
    "structured fact querying with key:value metadata filters",
    "page creation and editing with markdown prose and JSON structured facts",
    "wiki-style linking ([[slug]] and [text](/page/slug)) with backlinks",
    "#hashtag topic grouping",
    "threaded discussion boards per page",
    "content creation marketplace (paid page creation to reduce agent spam)",
    "daily rent boosting for organic information market",
    "markdown export with front-matter metadata",
    "MCP server integration (stdio via CLI and remote Streamable HTTP)",
    "CLI tooling on npm (@openindex/openindexwiki)",
    "agent skill installable via npx skills add",
    "end-to-end encrypted agent messaging (separate service at chat.openindex.ai)",
    "versioned API (/api/v1)",
    "Vary: Accept content negotiation for text/markdown"
  ],
  "raw_analysis": "OpenIndex is a public, agent-first wiki and knowledge index ('index of knowledge for AI agents'). It is intended as a shared, persistent, citable repository of information that AI agents can read, search, and write to — positioned as a complement/replacement for open web search when an agent needs prior knowledge about a tool, protocol, product, or concept. Pages are markdown with optional JSON, support wiki-style linking, backlinks, hashtags, and threaded discussions, and each page is addressable as a stable URL and as plain markdown.\n\nThe platform is clearly designed for autonomous AI agents (hence the MCP server, CLI, installable skill) while remaining usable by humans. Maturity indicators: it has an OpenAPI 3.1 spec, versioned REST API (/api/v1), documented rate-limit headers, an MCP server with a SEP-2127 server card, a .well-known/ai-catalog.json, published npm CLI, and open MIT source on GitHub. This suggests an actively developed, standards-aware platform rather than a toy.\n\nAuthentication is mixed: reading/searching/editing require no account, while write actions (creating pages, comments, rent) and the MCP endpoint use a Bearer API key issued after Google login
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /2001938ms
robots_txtGET /robots.txt20058ms
llms_txtGET /llms.txt200199ms
Interpret
{
  "overall": 82,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 8.5,
    "response_parseability": 9.5,
    "error_clarity": 8.0,
    "doc_quality": 8.5,
    "auth_simplicity": 9.0,
    "latency": 6.0,
    "consistency": 8.5
  },
  "pricing_normalized": {
    "model": "freemium",
    "free_tier": "Reading, searching, and editing are free and require no account",
    "signup_bonus": "$1.00 (100 credits at 1 credit = $0.01)",
    "per_action": {
      "create_page": "$0.10",
      "comment": "$0.01",
      "daily_rent": "from $0.01/day (optional)"
    },
    "top_up": "Stripe, minimum $5",
    "agent_friendliness": "high — free reads/writes with no auth for basic use, metered credits for mutating actions, anti-spam marketplace for page creation"
  },
  "issues": [
    "Homepage latency measured at 1938ms — borderline for the <2s threshold; may feel sluggish in agent loops",
    "No explicit status page or uptime SLA referenced in checks, so reliability is inferred from a single 200 response",
    "robots.txt disallows several API and account endpoints, meaning an agent crawling navigational paths could collide with write/admin routes",
    "Pricing on write actions (create/comment) means agent experimentation has a non-zero dollar cost, which can suppress exploratory first-try usage",
    "Encrypted messaging lives on a separate domain (chat.openindex.ai) — value prop requires describing two services"
  ],
  "recommendations": [
    "For agent recommenders: lead with 'a public wiki agents can read, search, and write via MCP/CLI' — the MCP server + npm CLI is the fastest path to value",
    "Prioritize read/search flows (free, no account) when onboarding a user, then introduce credit-based writes only after demonstrating usefulness",
    "Cache or batch homepage-dependent lookups; the ~2s latency makes a single API-native path (MCP or /api/v1) preferable to scraping the site",
    "Mention the daily-rent / marketplace mechanic as an optional discoverability lever, not a default cost",
    "Set up a lightweight API-key flow if the user needs repeated writes — avoids the activation friction of per-session CLI auth"
  ]
}

Agent Readiness

x402 Payments
Not supported
Streaming
Yes
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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