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Academic Research Agent

Query this niche via MCPmarket_report({ query: "Academic Research Agent", response_mode: "summary" })
active marketmarket pulse 39/100commercial money present0 new builders in 30d74 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$21/mo
$15–$28 middle half · 6 providers · median of every priced plan point, all tiers
MCP servers · median
$29/mo
3 providers · median of every priced plan point, all tiers · thin evidence
1.4×

MCPs cost 1.4× agents across all tiers — median $21 vs $29. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $21
Scholarai Io · $10
Ai Assistant · $10
aria · $15
thesisai_research_suite_built_ · $25
Scholarai Io · $19
Paperguide Ai · $21
papersflow · $28
thesisai_research_suite_built_ · $125
thesisai_research_suite_built_ · $20
Paperguide Ai · $89
MCP servers $29
gematrialens · $3
Scholar Sidekick Remote · $29
provenanceai · $9
Scholar Sidekick Remote · $199
$5
$10
$25
$50
$100
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of Academic Research Agent (latest observation 2026-10-15T03:43:03.005Z). 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
{
  "niche": "academic-research-agent",
  "parent_sector": "research-knowledge-work",
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    "slug": "academic-research-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
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    "provider_type_methodology_published_at": "2026-07-31",
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    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
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                "provider": "ai_assistant",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$185 per user/year",
                "monthly_usd": 15.42
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "scholarai_io",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$4.99 one time payment",
                "monthly_usd": null
              },
              {
                "provider": "scholarai_io",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9.99 one time payment",
                "monthly_usd": null
              },
              {
                "provider": "scholarai_io",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$19.99 one time payment",
                "monthly_usd": null
              },
              {
                "provider": "scholarai_io",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$99.99 one time payment",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 2,
            "offers": [
              {
                "provider": "bgpt_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.02 / result",
                "monthly_usd": null
              },
              {
                "provider": "hfpaperwatch",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "0.01 USDC/query",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 1,
            "offers": [
              {
                "provider": "academic_intel_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.01 USDC per query",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "ai_assistant",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Let's talk",
                "monthly_usd": null
              },
              {
                "provider": "ai_assistant",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Let's talk",
                "monthly_usd": null
              },
              {
                "provider": "researchrabbit",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Us",
                "monthly_usd": null
              },
              {
                "provider": "scholarai_io",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Us",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 13,
          "normalized_observations": 20,
          "comparable_providers": 9,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "usage_not_monthly": 3,
            "ambiguous_cadence": 4,
            "unrankable_or_unparseable": 1,
            "one_time": 4
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "pro": 0,
      "team_sme": 0,
      "enterprise": 3
    },
    "billingMix": {
      "usage": 2,
      "freemium": 8,
      "subscription": 3,
      "free": 4
    },
    "freeTierShare": 0.71,
    "medianLowestUsd": 10
  },
  "movement": null,
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 98.107,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 98.107,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 98.107,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 98.107,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 98.107,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 98.107,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 98.107,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 98.107,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 98.107,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 98.107,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 98.107,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 98.107,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 98.107,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 98.107,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 98.107,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 98.107,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 98.107,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 98.107,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 98.107,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 98.107,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 98.107,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 98.107,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 98.107,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 98.107,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 98.107,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 98.107,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 98.107,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 98.107,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 98.107,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 98.107,
        "pairs": 15,
        "dayChangePct": 0
      }
    ],
    "latest": 98.107,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "ai_assistant",
      "name": "Ai Assistant",
      "url": "https://papersapp.com/ai-assistant",
      "short_summary": "Analyzes, summarizes, and answers questions about scholarly articles; enables chat with PDFs and discovery of themes/patterns/research-gaps across reference se…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Essentials",
            "monthly_native": 10,
            "monthly_usd": 10,
            "commitment": "monthly",
            "basis": "$10/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Essentials (annual billing)",
            "monthly_equivalent_native": 7.92,
            "total_native": 95
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Essentials",
              "price": "$10 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Essentials (annual billing)",
              "price": "$95 per user/year billed annually",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "annually"
            },
            {
              "name": "Plus",
              "price": "$185 per user/year",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "annually"
            },
            {
              "name": "Team",
              "price": "Let's talk",
              "kind": "unknown"
            },
            {
              "name": "Enterprise",
              "price": "Let's talk",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "From $10/mo; $7.92/mo equivalent billed annually",
        "summary": "From $10/mo; $7.92/mo equivalent billed annually. ReadCube offers Essentials from $10 per month or $95 per user/year, Plus at $185 per user/year, and Team and Enterprise plans by discussion."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "alexandria",
      "name": "alexandria",
      "url": "https://aidatanordic.github.io/Alexandria-mcp/",
      "short_summary": "provides semantic search over classical philosophy and humanities texts",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Alexandria is offered as a free MCP-powered philosophy search engine with no key required."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "aria",
      "name": "ARIA",
      "url": "https://researcharia.com/",
      "short_summary": "Automates academic research: builds paper libraries from PubMed, analyzes and critiques studies, answers cited questions across the library, and drafts grants…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Simple pricing",
            "monthly_native": 14.99,
            "monthly_usd": 14.99,
            "commitment": "monthly",
            "basis": "$14.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Simple pricing",
              "price": "$14.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 14.99,
        "monthly_usd": 14.99,
        "headline": "From $14.99/mo",
        "summary": "From $14.99/mo. Research Aria offers a single subscription at $14.99 per month with a 14-day free trial and no credit card required."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "feynman",
      "name": "Feynman",
      "url": "https://www.feynman.is/",
      "short_summary": "discovers, analyzes, and synthesizes scientific literature; reads papers, searches the web, writes drafts, runs experiments, and cites every claim",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or paid plan amounts are shown on the homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "openalex_mcp_server",
      "name": "Openalex",
      "url": "https://openalex.caseyjhand.com/mcp",
      "short_summary": "Access the OpenAlex academic research catalog — 270M+ publications.",
      "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": "scholar_sidekick_remote",
      "name": "Scholar Sidekick",
      "url": "https://scholar-sidekick.com/",
      "short_summary": "formats citations from academic paper identifiers and checks citation integrity",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "PRO",
            "monthly_native": 9,
            "monthly_usd": 9,
            "commitment": "monthly",
            "basis": "$9/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "BASIC",
              "price": "Free ($0 / mo)",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "$9 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ULTRA",
              "price": "$49 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "MEGA",
              "price": "$199 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free plan; paid from $9/mo",
        "summary": "Free plan; paid from $9/mo. Scholar Sidekick offers a free 500-request monthly tier and paid API tiers from $9 to $199 per month, with per-request and bandwidth overage charges."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "yorkeccakscientificskills",
      "name": "Yorkeccakscientificskills",
      "url": "https://github.com/yorkeccak/scientific-skills",
      "short_summary": "provides natural language scientific literature search skills with semantic search over multiple scientific databases (PubMed, arXiv, ChEMBL, DrugBank, bioRxiv…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public SaaS pricing was found on the homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "academic_intel_mcp",
      "name": "Academic Intel",
      "url": "https://smithery.ai/server/foundrynet/academic-intel-mcp",
      "short_summary": "MCP server (no description provided).",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Query usage",
              "per": "per query",
              "text": "$0.01 per query"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Query usage",
              "price": "$0.01 USDC per query",
              "kind": "usage_rate",
              "unit": "query",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.01 per query (usage-based)",
        "summary": "$0.01 per query (usage-based). Paid academic-intelligence queries cost $0.01 USDC each after a daily allowance of 25 free queries."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "arxiv",
      "name": "arXiv",
      "url": "https://smithery.ai/server/arxiv",
      "short_summary": "Search and retrieve academic papers from arXiv. Find papers by title, author, abstract, or category, and get full metadata including abstracts, authors, and PD…",
      "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 the arXiv server on the supplied Smithery page."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "berean_ai",
      "name": "berean-ai",
      "url": "https://berean.ai",
      "short_summary": "answers biblical and theological questions with Reformed theology grounding and Scripture references",
      "price": {
        "observed": false,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "BEREAN.AI for iPhone is publicly presented as free on the App Store."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "manifold_ai",
      "name": "Manifold Ai",
      "url": "https://manifold.ai/platform/ai-agents",
      "short_summary": "Orchestrates domain-specialized AI agents to accelerate scientific research—generating cohorts, tables, visualizations, exploring datasets, estimating cohort s…",
      "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."
      },
      "home_niche": "autonomous-ai-research-lab",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "open_science",
      "name": "Open Science",
      "url": "https://openedscience.com",
      "short_summary": "Open-source AI workbench for scientists providing local-first, model-agnostic, reproducible research workflows. Alternative to Claude Science with traceable ar…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown; the site presents Open Science Desktop as a downloadable local-first research workbench."
      },
      "home_niche": "autonomous-ai-research-lab",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "pubmed_ai",
      "name": "PubMed.ai",
      "url": "https://www.pubmed.ai/",
      "short_summary": "searches, analyzes, and summarizes open-access biomedical literature from PubMed, generating structured research reports",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "PubMed.ai describes AI-assisted biomedical literature search, chat, and report generation but shows no public pricing."
      },
      "home_niche": "medical-literature-search",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "scienceclaw",
      "name": "Scienceclaw",
      "url": "http://scienceclaw.science",
      "short_summary": "Self-evolving AI research agent with 285+ skills, persistent memory, and zero hallucination. Searches literature, queries 25+ academic databases, and runs anal…",
      "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."
      },
      "home_niche": "autonomous-ai-research-lab",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "video_research_mcp",
      "name": "Video Research",
      "url": "https://github.com/Galbaz1/video-research-mcp",
      "short_summary": "MCP server providing Claude with 51 research, analysis, and media production tools. Enables video analysis, deep research, academic paper retrieval, TTS voice-…",
      "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 on the homepage, and no pricing page was available."
      },
      "home_niche": "deep-research-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/academic-research-agent",
  "summary": {
    "niche": "academic-research-agent",
    "sector": "research-knowledge-work",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Individual median $13/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 12.5,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 4,
          "reliability": "low",
          "median": 24.25,
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            20,
            89
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            3,
            29
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            9,
            199
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "academic-research-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/academic-research-agent",
    "counts": {
      "listings_with_price_capture": 74,
      "listings_with_observed_public_price": 17,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": -4.2,
        "driver": "thesisai_research_suite_built_'s \"Business\" $40→$20 (-50%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 12.5,
        "provider_count": 4,
        "plan_observation_count": 4,
        "data_confidence": 0.31,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.2,
          "provider_count": 4,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "scholarai_io",
            "usd": 9.99
          },
          {
            "provider": "ai_assistant",
            "usd": 10
          },
          {
            "provider": "aria",
            "usd": 14.99
          },
          {
            "provider": "thesisai_research_suite_built_",
            "usd": 25
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 24.25,
        "provider_count": 6,
        "plan_observation_count": 11,
        "data_confidence": 0.51,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.55,
          "provider_count": 6,
          "plan_observation_count": 11
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "gematrialens",
            "usd": 3
          },
          {
            "provider": "scholarai_io",
            "usd": 18.99
          },
          {
            "provider": "paperguide_ai",
            "usd": 20.5
          },
          {
            "provider": "papersflow",
            "usd": 28
          },
          {
            "provider": "scholar_sidekick_remote",
            "usd": 29
          },
          {
            "provider": "thesisai_research_suite_built_",
            "usd": 125
          }
        ],
        "p25": 19.37,
        "p75": 28.75
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 54.5,
        "provider_count": 4,
        "plan_observation_count": 4,
        "data_confidence": 0.31,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.2,
          "provider_count": 4,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "provenanceai",
            "usd": 9
          },
          {
            "provider": "thesisai_research_suite_built_",
            "usd": 20
          },
          {
            "provider": "paperguide_ai",
            "usd": 89
          },
          {
            "provider": "scholar_sidekick_remote",
            "usd": 199
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 74,
      "listings_with_observed_public_price": 17,
      "normalized_observations": 20,
      "comparable_providers": 9,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "usage_not_monthly": 3,
        "ambiguous_cadence": 4,
        "unrankable_or_unparseable": 1,
        "one_time": 4
      }
    },
    "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": 3,
      "ambiguous_cadence": 4,
      "unrankable_or_unparseable": 1,
      "one_time": 4
    },
    "billing_mix": {
      "usage": 2,
      "freemium": 8,
      "subscription": 3,
      "free": 4
    },
    "free_tier_share": 0.71,
    "top_providers": [
      {
        "agent_id": "ai_assistant",
        "name": "Ai Assistant",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Essentials",
              "monthly_native": 10,
              "monthly_usd": 10,
              "commitment": "monthly",
              "basis": "$10/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Essentials (annual billing)",
              "monthly_equivalent_native": 7.92,
              "total_native": 95
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Essentials",
                "price": "$10 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Essentials (annual billing)",
                "price": "$95 per user/year billed annually",
                "kind": "base_subscription",
                "unit": "user",
                "billed": "annually"
              },
              {
                "name": "Plus",
                "price": "$185 per user/year",
                "kind": "base_subscription",
                "unit": "user",
                "billed": "annually"
              },
              {
                "name": "Team",
                "price": "Let's talk",
                "kind": "unknown"
              },
              {
                "name": "Enterprise",
                "price": "Let's talk",
                "kind": "unknown"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 10,
          "monthly_usd": 10,
          "headline": "From $10/mo; $7.92/mo equivalent billed annually",
          "summary": "From $10/mo; $7.92/mo equivalent billed annually. ReadCube offers Essentials from $10 per month or $95 per user/year, Plus at $185 per user/year, and Team and Enterprise plans by discussion."
        },
        "observed": true
      },
      {
        "agent_id": "alexandria",
        "name": "alexandria",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. Alexandria is offered as a free MCP-powered philosophy search engine with no key required."
        },
        "observed": true
      },
      {
        "agent_id": "aria",
        "name": "ARIA",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Simple pricing",
              "monthly_native": 14.99,
              "monthly_usd": 14.99,
              "commitment": "monthly",
              "basis": "$14.99/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Simple pricing",
                "price": "$14.99/month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 14.99,
          "monthly_usd": 14.99,
          "headline": "From $14.99/mo",
          "summary": "From $14.99/mo. Research Aria offers a single subscription at $14.99 per month with a 14-day free trial and no credit card required."
        },
        "observed": true
      },
      {
        "agent_id": "feynman",
        "name": "Feynman",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or paid plan amounts are shown on the homepage."
        },
        "observed": false
      },
      {
        "agent_id": "openalex_mcp_server",
        "name": "Openalex",
        "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
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "academic-research-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "academic-research-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "ai_assistant"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "ai_assistant"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

18 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Ai AssistantAnalyzes, summarizes, and answers questions about scholarly articles; enables chat with PDFs and discovery of themes/patterns/research-gaps across reference se…
agent$10from / mo58.8% below78% liveagent58.8% below median78% live
Aalexandriaprovides semantic search over classical philosophy and humanities texts
mcpFreefree to use—88% livemcp88% live
AARIAAutomates academic research: builds paper libraries from PubMed, analyzes and critiques studies, answers cited questions across the library, and drafts grants…
agent$14.99from / mo38.2% below88% liveagent38.2% below median88% live
Scholar Sidekickformats citations from academic paper identifiers and checks citation integrity
mcp$9from / mo62.9% below88% livemcp62.9% below median88% live
berean-aianswers biblical and theological questions with Reformed theology grounding and Scripture references
mcpFreefree to use—88% livemcp88% live
GematrialensAutomate your Gematria research with GematriaLens — analyze words and phrases across 80+ ciphers, find pattern matches with date numerology, custom dates (birt…
mcp$3from / mo87.6% below88% livemcp87.6% below median88% live
PaperGuide AIFinds, analyzes, and summarizes research papers; conducts literature reviews; generates deep research reports; manages references; and writes academic document…
agent$12from / mo50.5% below88% liveagent50.5% below median88% live
provenanceaitracks the full arc of AI-assisted work from sources and prompts to drafts and revisions for educational assessment
mcp$9from / mo62.9% below88% livemcp62.9% below median88% live
ResearchRabbitHelps researchers explore academic literature via interactive citation maps, paper recommendations, and author tracking
agent$10from / mo58.8% below88% liveagent58.8% below median88% live
ScholarAIsearches peer-reviewed papers, summarizes research, organizes and generates citations, and drafts research writing
agent$9.99from / mo58.8% below88% liveagent58.8% below median88% live
Semantic Scholarsearches and analyzes scientific literature to help researchers discover and read academic papers
toolFreefree to use—88% livetool88% live
Thesisai Research Suite BuiltAI-powered assistant for the academic thesis process—topic discovery, literature review, research gap analysis, drafting, summarization, citation, quality feed…
agent$25from / mo3.1% above88% liveagent3.1% above median88% live
Alexandria Semantic RecallA local, offline MCP server for citation-integrity academic writing. It uses multilingual ONNX embeddings and LanceDB to semantically retrieve source passages…
mcpFreefree to use—88% livemcp88% live
BgptMCP server that enables AI agents to search daily-updated scientific papers and extract experimental data, methods, and findings. Integrates with Claude, Curso…
mcpFree tierpaid plans vary—88% livemcp88% live
Openecon AiOpen-source AI infrastructure for economics research. Includes AI-powered data search, MCP servers for economic data and Stata integration, and writing assista…
mcpFreefree to use—88% livemcp88% live
PapersflowAI research workspace with 474M+ paper search, AI-powered literature reviews, LaTeX editor, citation management, and counter-evidence discovery for academic re…
mcp$20from / mo17.5% below88% livemcp17.5% below median88% live
SciclawOpen-source AI research agent that plans biomedical research workflows, searches PubMed, analyzes data, and maintains auditable evidence trails. Runs locally;…
agentFreefree to use—88% liveagent88% live
ScisummaryAn MCP server that connects Claude Desktop and ChatGPT to SciSummary for searching, summarizing, and analyzing millions of scientific research papers within AI…
mcpFreefree to use—88% livemcp88% 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.