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Web Search API

Query this niche via MCPmarket_report({ query: "Web Search API", response_mode: "summary" })
active marketmarket pulse 50/100commercial money present0 new builders in 30d144 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$213/mo
$59–$449 middle half · 4 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
$34/mo
$18–$99 middle half · 17 providers · median of every priced plan point, all tiers
6.3×

Agents cost 6.3× MCPs across all tiers — median $213 vs $34. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $213
tavily · $30
valyu · $59
Community Skills · $59
serpapi · $213
valyu · $449
Community Skills · $449
MCP servers $34
Memestack Mcp · $5
Smry Public Reader · $6
ninelayer · $8
Olostep Mcp · $9
searchpipe · $10
Thisispaper Intelligence · $10
serpdive · $18
Zai Web Search Mcp · $18
Search1api Mcp · $19
Serphouse Mcp · $30
audioscrape · $35
catchall · $50
Spacefrontiers Search · $20
annolux · $29
searchpipe · $30
cloro · $30
ninelayer · $34
agentready · $49
Serphouse Mcp · $50
Smry Public Reader · $80
Search1api Mcp · $99
Olostep Mcp · $99
Ceramic Search · $99
Thisispaper Intelligence · $113
audioscrape · $129
Thisispaper Intelligence · $33
annolux · $99
agentready · $149
Olostep Mcp · $399
catchall · $500
$5
$10
$25
$50
$100
$250
$500
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of Web Search API (latest observation 2026-10-17T05:34:13.573Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
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  "parent_sector": "developer-tools-infra",
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        "monthly_usd": null,
        "headline": "Free tier; paid: Coming Soon (as published; no rate could be read)",
        "summary": "Free tier; paid: Coming Soon (as published; no rate could be read). AnySearch offers a permanent free plan with 1,000 requests per day, while Professional pricing is coming soon and Enterprise pricing requires contacting sales."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ceramic_search",
      "name": "Ceramic AI Search",
      "url": "https://www.ceramic.ai/",
      "short_summary": "provides web-scale search API for AI applications",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 99,
            "monthly_usd": 99,
            "commitment": "monthly",
            "basis": "$99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Pay as You Go",
              "price": "$0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": 99,
        "monthly_usd": 99,
        "headline": "Free plan; paid from $99/mo",
        "summary": "Free plan; paid from $99/mo. Ceramic offers a $0 monthly pay-as-you-go tier with usage priced at $0.25 per 1K queries, a $99/month Pro plan with $0.20 per 1K queries, and custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "community_skills",
      "name": "Community Skills",
      "url": "https://docs.valyu.ai/integrations/community-agent-skills",
      "short_summary": "provides domain-specific scientific literature and data search to AI coding agents (PubMed, arXiv, ChEMBL, clinical trials, patents, etc.)",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Ridiculously Cheap",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "notes": [
            "prepaid credit: $10 one-time top-up · 10 credits (funding, not a subscription)"
          ],
          "lines": [
            {
              "name": "Pay-as-you-go",
              "price": "$10 one-time top-up · 10 credits",
              "kind": "credit_purchase",
              "billed": "one_off"
            },
            {
              "name": "Ridiculously Cheap",
              "price": "$29/mo · 36 credits",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Comfortably Pro",
              "price": "$89/mo · 130 credits",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Serious Business",
              "price": "$449/mo · 750 credits",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom · volume pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "From $29/mo",
        "summary": "From $29/mo. Valyu offers usage-based credits with a $10 one-time top-up, monthly plans from $29, and custom enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "crime_cz",
      "name": "crime-cz",
      "url": "https://crime-cz.vladinux.dev",
      "short_summary": "provides access to crime data from the Czech Republic through MCP tools for searching and analyzing criminal records",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "desearch",
      "name": "Desearch AI",
      "url": "https://desearch.ai",
      "short_summary": "provides real-time search APIs for AI agents including web search, Twitter/X search, and web crawling",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "AI Search",
              "per": "per 1000 item",
              "text": "$0.4 per 1000 item"
            },
            {
              "line": "Web Search",
              "per": "per 1000 searche",
              "text": "$1 per 1000 searche"
            },
            {
              "line": "Extract",
              "per": "per 1000 page",
              "text": "$0.5 per 1000 page"
            },
            {
              "line": "X Search",
              "per": "per 1000 post",
              "text": "$0.15 per 1000 post"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "AI Search",
              "price": "$0.40 / 1000 items",
              "kind": "usage_rate",
              "unit": "1000 item",
              "billed": "usage"
            },
            {
              "name": "Web Search",
              "price": "$1.00 / 1000 searches",
              "kind": "usage_rate",
              "unit": "1000 searche",
              "billed": "usage"
            },
            {
              "name": "Extract",
              "price": "$0.50 / 1000 pages",
              "kind": "usage_rate",
              "unit": "1000 page",
              "billed": "usage"
            },
            {
              "name": "X Search",
              "price": "$0.15 / 1000 posts",
              "kind": "usage_rate",
              "unit": "1000 post",
              "billed": "usage"
            },
            {
              "name": "Enterprise Custom",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.4 per 1000 item; $1 per 1000 searche (usage-based)",
        "summary": "$0.4 per 1000 item; $1 per 1000 searche (usage-based). Desearch offers pay-as-you-go API rates from $0.15 to $1.00 per 1,000 units, with custom enterprise pricing for larger workloads."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "exa_ai",
      "name": "Exa",
      "url": "https://exa.ai/",
      "short_summary": "provides web search, crawling, and research capabilities for AI agents; extracts structured content and enrichments from websites and live data",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Search",
              "per": "per 1k request",
              "text": "$4 per 1k request"
            },
            {
              "line": "Agent",
              "per": "per run",
              "text": "$0.01–$1 per run"
            },
            {
              "line": "Contents",
              "per": "per 1k page",
              "text": "$1 per 1k page"
            },
            {
              "line": "Deep Search",
              "per": "per 1k request",
              "text": "$12–$15 per 1k request"
            },
            {
              "line": "Monitors",
              "per": "per 1k request",
              "text": "$15 per 1k request"
            },
            {
              "line": "Agent Compute Units",
              "per": "per acu",
              "text": "$0.1 per acu"
            },
            {
              "line": "Search tool calls",
              "per": "per search",
              "text": "$0.01 per search"
            },
            {
              "line": "Email contact enrichment",
              "per": "per email",
              "text": "$0.02 per email"
            },
            {
              "line": "Phone contact enrichment",
              "per": "per phone",
              "text": "$0.07 per phone"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Search",
              "price": "$4 /1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Agent",
              "price": "$0.012–$1.00 /run",
              "kind": "usage_rate",
              "unit": "run",
              "billed": "usage"
            },
            {
              "name": "Contents",
              "price": "$1 /1k pages",
              "kind": "usage_rate",
              "unit": "1k page",
              "billed": "usage"
            },
            {
              "name": "Deep Search",
              "price": "$12–15 /1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Monitors",
              "price": "$15 /1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Agent Compute Units",
              "price": "$0.10 / ACU",
              "kind": "usage_rate",
              "unit": "acu",
              "billed": "usage"
            },
            {
              "name": "Search tool calls",
              "price": "$0.005 / search",
              "kind": "usage_rate",
              "unit": "search",
              "billed": "usage"
            },
            {
              "name": "Email contact enrichment",
              "price": "$0.02 / email",
              "kind": "usage_rate",
              "unit": "email",
              "billed": "usage"
            },
            {
              "name": "Phone contact enrichment",
              "price": "$0.07 / phone number",
              "kind": "usage_rate",
              "unit": "phone",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$4 per 1k request; $0.01–$1 per run (usage-based)",
        "summary": "$4 per 1k request; $0.01–$1 per run (usage-based). Exa publishes usage-based pricing for search, agent runs, content retrieval, deep search, monitors, and related agent components, with no fixed monthly subscription price shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "groundroute_ai_web_search",
      "name": "GroundRoute: Web Search for AI Agents across 6 Engines ($10 free credit)",
      "url": "https://groundroute.ai/",
      "short_summary": "routes AI agent web search queries across multiple search engines to optimize cost and performance",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "BYOK",
              "price": "50% of cache savings",
              "kind": "unknown"
            },
            {
              "name": "Managed",
              "price": "50% of cache savings",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "BYOK: 50% of cache savings (as published; no rate or period could be read)",
        "summary": "BYOK: 50% of cache savings (as published; no rate or period could be read). Groundroute charges per routed search with BYOK or managed-key usage pricing, no subscription, and no minimums."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "jina",
      "name": "Jina AI",
      "url": "https://jina.ai",
      "short_summary": "Reads and converts web pages/URLs to LLM-friendly content, searches the web for SERP results, generates embeddings, and reranks documents for search relevancy…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Prototype Development",
              "per": "per unit",
              "text": "$50 per unit"
            },
            {
              "line": "Production Deployment",
              "per": "per unit",
              "text": "$500 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Toy Experiment",
              "price": "Free",
              "kind": "unknown"
            },
            {
              "name": "Prototype Development",
              "price": "$50",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Production Deployment",
              "price": "$500",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$50 per unit; $500 per unit (usage-based)",
        "summary": "$50 per unit; $500 per unit (usage-based). Jina offers a free 10-million-token non-commercial tier and paid token top-up packages of $50 for 1 billion tokens or $500 for 11 billion tokens."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "linkup_so",
      "name": "Linkup So",
      "url": "https://linkup.so/",
      "short_summary": "provides web search, fetch, and research via an API to ground AI applications in real-time web data",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Fetch",
              "per": "per request",
              "text": "$0–$0.01 per request"
            },
            {
              "line": "Search",
              "per": "per request",
              "text": "$0.01–$0.01 per request"
            },
            {
              "line": "Research",
              "per": "per request",
              "text": "$0.25–$2.5 per request"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Fetch",
              "price": "$0.001 - $0.006 per request",
              "kind": "usage_rate",
              "unit": "request",
              "billed": "usage"
            },
            {
              "name": "Search",
              "price": "$0.005 - $0.006 per request",
              "kind": "usage_rate",
              "unit": "request",
              "billed": "usage"
            },
            {
              "name": "Research",
              "price": "$0.25 - $2.50 per request",
              "kind": "usage_rate",
              "unit": "request",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0–$0.01 per request; $0.01–$0.01 per request (usage-based)",
        "summary": "$0–$0.01 per request; $0.01–$0.01 per request (usage-based). Linkup uses pay-as-you-go pricing from $0.001 to $2.50 per request, with 4,000 queries available for free and custom enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "nimbleway",
      "name": "Web Search Agents",
      "url": "https://nimbleway.com/",
      "short_summary": "runs Web Search Agents to search, extract, and process live web data into structured datasets",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Search API",
              "per": "per 1k request",
              "text": "$5 per 1k request"
            },
            {
              "line": "Extract, Crawl, Map API",
              "per": "per 1k request",
              "text": "$1 per 1k request"
            },
            {
              "line": "Extract Template API",
              "per": "per 1k request",
              "text": "$3 per 1k request"
            },
            {
              "line": "Media API",
              "per": "per GB",
              "text": "$2 per GB"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Agent API",
              "price": "$.025/request",
              "kind": "unknown"
            },
            {
              "name": "Search API",
              "price": "$5/1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Extract, Crawl, Map API",
              "price": "$1/1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Extract Template API",
              "price": "$3/1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Media API",
              "price": "$2/GB",
              "kind": "usage_rate",
              "unit": "GB",
              "billed": "usage"
            },
            {
              "name": "Custom",
              "price": "Contact sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$5 per 1k request; $1 per 1k request (usage-based)",
        "summary": "$5 per 1k request; $1 per 1k request (usage-based). Nimble offers 5,000 free requests per month, usage-based API pricing from $1 per 1,000 requests, and custom enterprise plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "bright_data",
      "name": "Bright Data",
      "url": "https://brightdata.com/",
      "short_summary": "Web data platform providing APIs, proxies, and datasets for AI agents. Offers web scraping, browser automation, SERP results, and agentic web execution capabil…",
      "price": {
        "observed": false,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Bright Data's Web Unlocker offers a free tier with 5K requests per month, usage-based pricing from $1.5 per 1K requests, a scale plan with 383K requests included, and custom enterprise pricing."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "gemini_mcp",
      "name": "Gemini",
      "url": "https://github.com/RLabs-Inc/gemini-mcp",
      "short_summary": "MCP server enabling Claude to interact with Google's Gemini 3 models. Provides research, image/video generation, code execution, web search, document analysis,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for this open-source Gemini MCP server."
      },
      "home_niche": "enterprise-ai-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "reefapi",
      "name": "Reefapi",
      "url": "https://reefapi.com",
      "short_summary": "One MCP for 160+ live web-data APIs — search, social, e-commerce, real estate, jobs, travel, news, finance. The assistant discovers the right engine, then pull…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 15,
            "monthly_usd": 15,
            "commitment": "monthly",
            "basis": "$15/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Pro (annual billing)",
            "monthly_equivalent_native": 7.5,
            "total_native": 90
          },
          "rates": [
            {
              "line": "Pro top-ups",
              "per": "per 1k credit",
              "text": "$1.72 per 1k credit"
            },
            {
              "line": "Ultra top-ups",
              "per": "per 1k credit",
              "text": "$1.15 per 1k credit"
            },
            {
              "line": "Enterprise top-ups",
              "per": "per 1k credit",
              "text": "$0.77 per 1k credit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$15/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$7.5/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Ultra",
              "price": "$50/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Ultra (annual billing)",
              "price": "$25/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "$200/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise (annual billing)",
              "price": "$100/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Custom",
              "price": "Let's talk",
              "kind": "unknown"
            },
            {
              "name": "Pro top-ups",
              "price": "$1.72 / 1k credits",
              "kind": "usage_rate",
              "unit": "1k credit",
              "billed": "usage"
            },
            {
              "name": "Ultra top-ups",
              "price": "$1.15 / 1k credits",
              "kind": "usage_rate",
              "unit": "1k credit",
              "billed": "usage"
            },
            {
              "name": "Enterprise top-ups",
              "price": "$0.77 / 1k credits",
              "kind": "usage_rate",
              "unit": "1k credit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 15,
        "monthly_usd": 15,
        "headline": "Free plan; paid from $15/mo; $7.5/mo equivalent billed annually",
        "summary": "Free plan; paid from $15/mo; $7.5/mo equivalent billed annually. Reef API offers a free 1,000-credit tier, paid monthly plans from $15/month, annual billing discounts, usage-based credit top-ups, and custom volume pricing."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "scrapling",
      "name": "Scrapling",
      "url": "https://scrapling.readthedocs.io/en/latest",
      "short_summary": "Adaptive web scraping and crawling that extracts data from websites, bypasses anti-bot systems, and relocates elements when page structure changes",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing information was observed for Scrapling in the supplied homepage content."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "seekerclaw",
      "name": "Seekerclaw",
      "url": "https://seekerclaw.xyz",
      "short_summary": "Native AI agent for Android phones running Claude, GPT, and 100+ models via OpenRouter. Operates 24/7 on Telegram/Discord with wallet monitoring, smart home co…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "personal-ai-assistant",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "x711",
      "name": "x711io - universal gas station market and intelligence",
      "url": "https://x711.io",
      "short_summary": "Provides a pay-per-call tool API ('gas station') for autonomous agents, offering 34-47 tools including web search, price feeds, on-chain transactions, agent-to…",
      "price": {
        "commercial": {
          "currency": "USD",
          "notes": [
            "prepaid credit: $0.005–$0.12 per call (funding, not a subscription)"
          ],
          "lines": [
            {
              "name": "Free Tier",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pay As You Go",
              "price": "$0.005–$0.12 per call",
              "kind": "credit_purchase",
              "billed": "one_off"
            },
            {
              "name": "Memory Packs",
              "price": "$4.99–$24.99",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Credit packs from $0.01 (Pay As You Go); no subscription",
        "summary": "Credit packs from $0.01 (Pay As You Go); no subscription. x711 offers a permanent free tier, pay-as-you-go tool calls at $0.005–$0.12 per call, and one-time memory packs priced from $4.99 to $24.99."
      },
      "home_niche": "agent-marketplace-meta",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/web-search-api",
  "summary": {
    "niche": "web-search-api",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $50/mo (13 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 13,
          "reliability": "high",
          "median": 49.99,
          "p25": 30,
          "p75": 99,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 12,
          "reliability": "high",
          "median": 14.13,
          "p25": 8.75,
          "p75": 21.75,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 5,
          "reliability": "medium",
          "median": 149,
          "p25": 99,
          "p75": 399,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 59,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 449,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "web-search-api"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/web-search-api",
    "counts": {
      "listings_with_price_capture": 149,
      "listings_with_observed_public_price": 62,
      "providers_with_numeric_monthly_price_latest_scan": 21,
      "like_for_like_comparable_pairs": 17
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 18,
        "provider_count": 13,
        "plan_observation_count": 14,
        "data_confidence": 0.94,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.7,
          "provider_count": 13,
          "plan_observation_count": 14
        },
        "reliability": "high",
        "members": [
          {
            "provider": "memestack_mcp",
            "usd": 5.07
          },
          {
            "provider": "smry_public_reader",
            "usd": 6
          },
          {
            "provider": "ninelayer",
            "usd": 8
          },
          {
            "provider": "olostep_mcp",
            "usd": 9
          },
          {
            "provider": "searchpipe",
            "usd": 9.99
          },
          {
            "provider": "thisispaper_intelligence",
            "usd": 10.26
          },
          {
            "provider": "serpdive",
            "usd": 18
          },
          {
            "provider": "zai_web_search_mcp",
            "usd": 18
          },
          {
            "provider": "search1api_mcp",
            "usd": 19
          },
          {
            "provider": "serphouse_mcp",
            "usd": 29.99
          },
          {
            "provider": "audioscrape",
            "usd": 35
          },
          {
            "provider": "serpapi",
            "usd": 50
          },
          {
            "provider": "catchall",
            "usd": 50
          }
        ],
        "p25": 9,
        "p75": 29.99
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 54.5,
        "provider_count": 16,
        "plan_observation_count": 20,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 16,
          "plan_observation_count": 20
        },
        "reliability": "high",
        "members": [
          {
            "provider": "spacefrontiers_search",
            "usd": 20
          },
          {
            "provider": "annolux",
            "usd": 29
          },
          {
            "provider": "searchpipe",
            "usd": 29.99
          },
          {
            "provider": "cloro",
            "usd": 30
          },
          {
            "provider": "tavily",
            "usd": 30
          },
          {
            "provider": "ninelayer",
            "usd": 34
          },
          {
            "provider": "agentready",
            "usd": 49
          },
          {
            "provider": "serphouse_mcp",
            "usd": 49.99
          },
          {
            "provider": "valyu",
            "usd": 59
          },
          {
            "provider": "community_skills",
            "usd": 59
          },
          {
            "provider": "smry_public_reader",
            "usd": 80
          },
          {
            "provider": "ceramic_search",
            "usd": 99
          },
          {
            "provider": "search1api_mcp",
            "usd": 99
          },
          {
            "provider": "olostep_mcp",
            "usd": 99
          },
          {
            "provider": "thisispaper_intelligence",
            "usd": 112.86
          },
          {
            "provider": "audioscrape",
            "usd": 129
          }
        ],
        "p25": 30,
        "p75": 99
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 305.75,
        "provider_count": 8,
        "plan_observation_count": 9,
        "data_confidence": 0.62,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.45,
          "provider_count": 8,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "thisispaper_intelligence",
            "usd": 33.06
          },
          {
            "provider": "annolux",
            "usd": 99
          },
          {
            "provider": "agentready",
            "usd": 149
          },
          {
            "provider": "serpapi",
            "usd": 212.5
          },
          {
            "provider": "olostep_mcp",
            "usd": 399
          },
          {
            "provider": "valyu",
            "usd": 449
          },
          {
            "provider": "community_skills",
            "usd": 449
          },
          {
            "provider": "catchall",
            "usd": 500
          }
        ],
        "p25": 136.5,
        "p75": 449
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 149,
      "listings_with_observed_public_price": 62,
      "normalized_observations": 44,
      "comparable_providers": 21,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "usage_not_monthly": 114,
        "range": 8,
        "ambiguous_cadence": 18,
        "one_time": 20,
        "unrankable_or_unparseable": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "usage_not_monthly": 114,
      "range": 8,
      "ambiguous_cadence": 18,
      "one_time": 20,
      "unrankable_or_unparseable": 1
    },
    "billing_mix": {
      "usage": 21,
      "free": 15,
      "freemium": 20,
      "subscription": 6
    },
    "free_tier_share": 0.56,
    "top_providers": [
      {
        "agent_id": "anysearch",
        "name": "Anysearch",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$ 0 /mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Professional / Search Pro",
                "price": "Coming Soon",
                "kind": "unknown"
              },
              {
                "name": "Enterprise Plan",
                "price": "Contact Sales",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free tier; paid: Coming Soon (as published; no rate could be read)",
          "summary": "Free tier; paid: Coming Soon (as published; no rate could be read). AnySearch offers a permanent free plan with 1,000 requests per day, while Professional pricing is coming soon and Enterprise pricing requires contacting sales."
        },
        "observed": true
      },
      {
        "agent_id": "ceramic_search",
        "name": "Ceramic AI Search",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 99,
              "monthly_usd": 99,
              "commitment": "monthly",
              "basis": "$99/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Pay as You Go",
                "price": "$0 /mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$99 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": 99,
          "monthly_usd": 99,
          "headline": "Free plan; paid from $99/mo",
          "summary": "Free plan; paid from $99/mo. Ceramic offers a $0 monthly pay-as-you-go tier with usage priced at $0.25 per 1K queries, a $99/month Pro plan with $0.20 per 1K queries, and custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "community_skills",
        "name": "Community Skills",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Ridiculously Cheap",
              "monthly_native": 29,
              "monthly_usd": 29,
              "commitment": "monthly",
              "basis": "$29/month",
              "billing_verified": true
            },
            "currency": "USD",
            "notes": [
              "prepaid credit: $10 one-time top-up · 10 credits (funding, not a subscription)"
            ],
            "lines": [
              {
                "name": "Pay-as-you-go",
                "price": "$10 one-time top-up · 10 credits",
                "kind": "credit_purchase",
                "billed": "one_off"
              },
              {
                "name": "Ridiculously Cheap",
                "price": "$29/mo · 36 credits",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Comfortably Pro",
                "price": "$89/mo · 130 credits",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Serious Business",
                "price": "$449/mo · 750 credits",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom · volume pricing",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "From $29/mo",
          "summary": "From $29/mo. Valyu offers usage-based credits with a $10 one-time top-up, monthly plans from $29, and custom enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "crime_cz",
        "name": "crime-cz",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "desearch",
        "name": "Desearch AI",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "AI Search",
                "per": "per 1000 item",
                "text": "$0.4 per 1000 item"
              },
              {
                "line": "Web Search",
                "per": "per 1000 searche",
                "text": "$1 per 1000 searche"
              },
              {
                "line": "Extract",
                "per": "per 1000 page",
                "text": "$0.5 per 1000 page"
              },
              {
                "line": "X Search",
                "per": "per 1000 post",
                "text": "$0.15 per 1000 post"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "AI Search",
                "price": "$0.40 / 1000 items",
                "kind": "usage_rate",
                "unit": "1000 item",
                "billed": "usage"
              },
              {
                "name": "Web Search",
                "price": "$1.00 / 1000 searches",
                "kind": "usage_rate",
                "unit": "1000 searche",
                "billed": "usage"
              },
              {
                "name": "Extract",
                "price": "$0.50 / 1000 pages",
                "kind": "usage_rate",
                "unit": "1000 page",
                "billed": "usage"
              },
              {
                "name": "X Search",
                "price": "$0.15 / 1000 posts",
                "kind": "usage_rate",
                "unit": "1000 post",
                "billed": "usage"
              },
              {
                "name": "Enterprise Custom",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$0.4 per 1000 item; $1 per 1000 searche (usage-based)",
          "summary": "$0.4 per 1000 item; $1 per 1000 searche (usage-based). Desearch offers pay-as-you-go API rates from $0.15 to $1.00 per 1,000 units, with custom enterprise pricing for larger workloads."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "web-search-api"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "web-search-api",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "anysearch"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "anysearch"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

47 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Anysearchprovides unified real-time search engine capability for AI agents to access high-quality, structured information across multiple domains
mcpFree tierpaid plans vary—100% livemcp100% live
Ceramic AI Searchprovides web-scale search API for AI applications
mcp$99from / mo81.7% above100% livemcp81.7% above median100% live
Community Skillsprovides domain-specific scientific literature and data search to AI coding agents (PubMed, arXiv, ChEMBL, clinical trials, patents, etc.)
mcp$29from / mo46.8% below100% livemcp46.8% below median100% live
Web Search Agentsruns Web Search Agents to search, extract, and process live web data into structured datasets
mcpFree tierpaid plans vary—100% livemcp100% live
SofyaWeb search, fetch, extract, and research API for AI agents
mcpFree tierpaid plans vary—100% livemcp100% live
Space Frontiersfull-text retrieval and search across academic papers, books, patents, Wikipedia, Reddit, Telegram, and YouTube
mcp$20from / mo63.3% below100% livemcp63.3% below median100% live
Tavily Searchprovides real-time web search, content extraction, crawling, and deep research for AI agents and RAG workflows
mcp$30from / mo45% below100% livemcp45% below median100% live
You.com AI-ready Web Search APIsprovides web search, content extraction, and grounded answer/research generation for AI agents and LLMs
mcpFree tierpaid plans vary—100% livemcp100% live
AgentreadyMake any website queryable by AI agents — index any site, ask questions, get cited answers via RAG
mcp$49from / mo10.1% below100% livemcp10.1% below median100% live
AnnoluxCurated English & Chinese Search API and MCP for AI Agents (Claude Code, Cursor, Windsurf, Cline) with explicit fetched_at timestamps.
mcp$29from / mo46.8% below100% livemcp46.8% below median100% live
Audioscrapesearches and discovers audio content across podcasts and sound libraries
mcp$35from / mo35.8% below100% livemcp35.8% below median100% live
CatchallWeb search API for comprehensive event retrieval: find every relevant event across the open web, not just the top results.
mcp$50from / mo8.3% below100% livemcp8.3% below median100% live
CloroQuery AI answer engines and Google Search as agent tools — see how ChatGPT, Gemini, Perplexity, Copilot, Grok, and Google AI Mode actually answer a prompt, and…
mcp$30from / mo45% below100% livemcp45% below median100% live
GeomelonFree, keyless demo of the Geomelon geographic API — city autocomplete with multilingual names across 50 languages, no signup or API key required. This hosted…
mcpFree tierpaid plans vary—100% livemcp100% live
NinelayerAgent-native search engine with live web research optimized for AI agents.
mcp$8from / mo85.3% below100% livemcp85.3% below median100% live
Orbit SentinelSearch 419,000+ space regulatory filings from the FCC, ITU, UNOOSA, and FAA-AST — semantic search, entity dossiers, spectrum holdings, launch licenses, filing…
mcpFreefree to use—100% livemcp100% live
ryxell agent searchprovides search engine and news feed for agents with query-tailored segments from web, news, papers, and podcasts
mcpFreefree to use—100% livemcp100% live
Search1apiThe official MCP server for Search1API — web search, news, page retrieval, sitemap discovery, and trending topics in one API. Supports OAuth and API key authen…
mcp$19from / mo65.1% below100% livemcp65.1% below median100% live
SearchpipeRemote MCP server for AI-powered web search. One tool call runs multi-engine retrieval, full-text extraction, LLM reranking and cited answers — nothing to inst…
mcp$9.99from / mo81.7% below88% livemcp81.7% below median88% live
SerpApiScrapes Google and other search engines and returns parsed search results as structured JSON via a real-time API
tool$25from / mo54.1% below100% livetool54.1% below median100% live
Serpdive**Real-time web search built for AI agents.** One tool, `serpdive_search`, returns the actual content of the best pages — extracted, cleaned, and sized for LLM…
mcp$18from / mo67% below0% livemcp67% below median0% live
SerphouseSERPHouse MCP Server enables real-time web search inside your AI applications. Fetch structured results from Google, Bing, and Yahoo to power RAG, SEO tools, a…
mcp$29.99from / mo45% below100% livemcp45% below median100% live
ShowtimesEvery movie showtime in San Francisco — chains, indies, and repertory houses — verified twice daily against each theater's own box office. Nine read-only tools…
mcp$19.95from / mo63.4% below100% livemcp63.4% below median100% live
SitetriageSiteTriage runs live, read-only diagnostics on any public site or domain: DNS resolution and propagation, the exact TLS certificate the server is presenting (i…
mcpFreefree to use—100% livemcp100% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.