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AI Agent Governance

Query this niche via MCPmarket_report({ query: "AI Agent Governance", response_mode: "summary" })
active marketmarket pulse 49/100commercial money present1 new builders in 30d47 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$39/mo
$29–$149 middle half · 6 providers · median of every priced plan point, all tiers

All plans — Agents vs MCPs

each dot = one provider · log scale
MCP servers $39
orphograph · $9
impri · $9
Deploy To Agents · $30
Agenticrail Gate · $39
impri · $29
Api Governance · $149
raposa · $170
Deploy To Agents · $300
$10
$25
$50
$100
$250
AgentsMCP serversshaded = middle half · line = median

All plans

8 priced
Providervs its cohort medianMonthly
orphographmcp
$9 below
imprimcp
$9 below
imprimcp
$29 below
Deploy To Agentsmcp
$30 below
Agenticrail Gatemcp
$39 ~median
Api Governancemcp
$149 above
raposamcp
$170 above
Deploy To Agentsmcp
$300 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of AI Agent Governance (latest observation 2026-10-24T03:49:56.740Z). 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": "ai-agent-governance",
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                "price": "$0.50",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "constellation_gate",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "raposa",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "custom",
                "monthly_usd": null
              },
              {
                "provider": "shackle",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Let's talk",
                "monthly_usd": null
              },
              {
                "provider": "shackle",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 13,
          "normalized_observations": 13,
          "comparable_providers": 9,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "one_time": 7,
            "unrankable_or_unparseable": 3,
            "ambiguous_cadence": 4,
            "usage_not_monthly": 4
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "enterprise": 6,
      "team_sme": 0,
      "individual": 0,
      "pro": 0
    },
    "billingMix": {
      "free": 3,
      "contact_sales": 2,
      "freemium": 10,
      "usage": 2,
      "one-time": 1
    },
    "freeTierShare": 0.72,
    "medianLowestUsd": 20
  },
  "movement": {
    "niche": "ai-agent-governance",
    "sector": "developer-tools-infra",
    "pricedNow": 9,
    "pairs": 9,
    "repriced": [
      {
        "handle": "raposa",
        "from": 167.51,
        "to": 166.89,
        "pct": -0.4
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "repricing",
    "narrative": "Genuine repricing: 1 agent repriced — all down (avg 0%)."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-17",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-18",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-19",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-20",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-21",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-22",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-23",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-24",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "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": "adaptive_live",
      "name": "Adaptive",
      "url": "https://adaptive.live/",
      "short_summary": "provides a trust layer/agent harness that governs privileged AI agents in production with per-agent identity, runtime isolation, guardrails, authorization, and…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or billing details are shown on the homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "dashclaw",
      "name": "DashClaw",
      "url": "https://github.com/ucsandman/DashClaw",
      "short_summary": "governs AI agents by intercepting risky actions, enforcing guard policies, routing human approvals, and recording verifiable audit evidence",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed in the supplied homepage context."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "agenticrail_gate",
      "name": "Agenticrail Gate",
      "url": "https://agenticrail.nz/docs/",
      "short_summary": "Deterministic sequence enforcement for AI agents: ALLOW or DENY a step before it runs, sealed into an Ed25519-signed, hash-chained receipt that verifies offlin…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Private key",
            "monthly_native": 39,
            "monthly_usd": 39,
            "commitment": "monthly",
            "basis": "$39/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Demo key",
              "price": "free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Private key",
              "price": "US$39 a month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "Free plan; paid from $39/mo",
        "summary": "Free plan; paid from $39/mo. AgenticRail offers a free, rate-limited public demo key and a private key for US$39 a month."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "ai_governance_framework_genera",
      "name": "Ai Governance Framework",
      "url": "https://aiframework.com.au",
      "short_summary": "Generates tailored AI governance frameworks for Australian businesses, aligned with the six AI6 practices in Australia's Voluntary AI Safety Standard (NAIC Gui…",
      "price": {
        "commercial": {
          "currency": "AUD",
          "notes": [
            "prices in USD as published; USD figures are conversions at 2026-10-24"
          ],
          "lines": [
            {
              "name": "Full framework",
              "price": "$88 including GST",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Full framework $88 (one-time)",
        "summary": "Full framework $88 (one-time). The full AI governance framework is publicly priced at $88 AUD including GST as a one-time purchase, with a free preview available."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "api_governance",
      "name": "Api Governance",
      "url": "https://coderifts.com",
      "short_summary": "Signed, offline-verifiable decisions on API contract changes for AI agents. Three tools: preflight_change_set, verify_receipt, get_decision_details. The tool s…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Team",
            "monthly_native": 149,
            "monthly_usd": 149,
            "commitment": "monthly",
            "basis": "$149/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Team overage",
              "per": "per unit",
              "text": "$15 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$149 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "from $1,500 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team overage",
              "price": "$15 per 1,000",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 149,
        "monthly_usd": 149,
        "headline": "Free plan; paid from $149/mo",
        "summary": "Free plan; paid from $149/mo. CodeRifts lists a permanent Free tier, Team at $149 per month but free during the public beta, Enterprise from $1,500 per month, and planned Team overage at $15 per 1,000."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "datoka_agent",
      "name": "Datoka Agent",
      "url": "https://datoka-agent.bhazarstudio.workers.dev",
      "short_summary": "Signed receipts for declared AI-agent workflow steps. Prepare and verify for free; issue one receipt for 0.002 USDC via x402 on Base. Hash documents locally; r…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Issue",
              "per": "per receipt",
              "text": "$0 per receipt"
            }
          ],
          "currency": "USDC",
          "notes": [
            "prices in USDC/USD as published; USD figures are conversions at 2026-10-24"
          ],
          "lines": [
            {
              "name": "Prepare",
              "price": "free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Issue",
              "price": "0.002 USDC per receipt",
              "kind": "usage_rate",
              "unit": "receipt",
              "billed": "usage"
            },
            {
              "name": "Verify",
              "price": "free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0 per receipt (usage-based)",
        "summary": "$0 per receipt (usage-based). Datoka Agent charges 0.002 USDC per issued receipt, while preparation and verification are free and there is no subscription."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "dcl_trust_oracle",
      "name": "Dcl Trust Oracle",
      "url": "https://fronesislabs.com/docs",
      "short_summary": "DCL Trust Oracle is a deterministic AI audit layer, natively integrated with the Model Context Protocol (MCP), that evaluates LLM and agent outputs against con…",
      "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": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "deploy_to_agents",
      "name": "Deploy To Agents",
      "url": "https://deploytoagents.com",
      "short_summary": "Deploy to Agents audits an app's agent-facing surfaces, preserves public evidence, and creates an evidence-based distribution plan for improving discovery by A…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 30,
            "monthly_usd": 30,
            "commitment": "monthly",
            "basis": "$30/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$30 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$300 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 30,
        "monthly_usd": 30,
        "headline": "Free plan; paid from $30/mo",
        "summary": "Free plan; paid from $30/mo. Deploy to Agents offers a permanent free plan, Pro at $30 per month, Business at $300 per month, and custom annual Enterprise arrangements."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "guild_ai",
      "name": "Guild.ai Platform",
      "url": "https://briefglance.com/articles/guildai-launches-control-plane-to-tame-the-ai-agent-workforce",
      "short_summary": "Provides a control plane to manage, govern, and scale autonomous AI agents across enterprise systems (governed runtime, agent center, monitoring)",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was found; the visible dollar amounts refer to funding and market figures rather than product plans."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "iceshore",
      "name": "Iceshore",
      "url": "https://iceshore.ai",
      "short_summary": "Make your AI better at system maintenance. IceShore is a configuration-management platform for teams whose systems have multiplied as AI sped up development. A…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Team",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19 per seat/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$19/ seat·mo (excl. tax)",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$39/ seat·mo (excl. tax)",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo ($19 per seat/month × 1)",
        "summary": "Free plan; paid from $19/mo ($19 per seat/month × 1). IceShore offers a permanent free solo tier plus Team at $19 per seat-month and Business at $39 per seat-month, excluding tax."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "opper_ai",
      "name": "Opper Ai",
      "url": "https://opper.ai/",
      "short_summary": "EU-hosted AI gateway providing access to 300+ models via a single OpenAI-compatible API. Includes built-in agent control plane with routing, compliance, and go…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Control Plane",
              "per": "per unit",
              "text": "$5 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Gateway",
              "price": "3%",
              "kind": "unknown"
            },
            {
              "name": "Control Plane",
              "price": "5.5%",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$5 per unit (usage-based)",
        "summary": "$5 per unit (usage-based). Opper charges a 3% Gateway or 5.5% Control Plane platform fee on pay-as-you-go model usage, while Enterprise pricing is custom."
      },
      "home_niche": "llm-serving-infrastructure",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-agent-governance",
  "summary": {
    "niche": "ai-agent-governance",
    "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 · Team / SME median $159/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 4,
          "reliability": "low",
          "median": 159.43,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            9,
            9
          ]
        },
        {
          "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": [
            30,
            39
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-agent-governance"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-agent-governance",
    "counts": {
      "listings_with_price_capture": 48,
      "listings_with_observed_public_price": 18,
      "providers_with_numeric_monthly_price_latest_scan": 9,
      "like_for_like_comparable_pairs": 9
    },
    "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": 9,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "impri",
            "usd": 9
          },
          {
            "provider": "orphograph",
            "usd": 9
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 34.5,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "deploy_to_agents",
            "usd": 30
          },
          {
            "provider": "agenticrail_gate",
            "usd": 39
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 159.43,
        "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": "impri",
            "usd": 29
          },
          {
            "provider": "api_governance",
            "usd": 149
          },
          {
            "provider": "raposa",
            "usd": 169.86
          },
          {
            "provider": "deploy_to_agents",
            "usd": 300
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 48,
      "listings_with_observed_public_price": 18,
      "normalized_observations": 13,
      "comparable_providers": 9,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "one_time": 7,
        "unrankable_or_unparseable": 3,
        "ambiguous_cadence": 4,
        "usage_not_monthly": 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": {
      "one_time": 7,
      "unrankable_or_unparseable": 3,
      "ambiguous_cadence": 4,
      "usage_not_monthly": 4
    },
    "billing_mix": {
      "free": 3,
      "contact_sales": 2,
      "freemium": 10,
      "usage": 2,
      "one-time": 1
    },
    "free_tier_share": 0.72,
    "top_providers": [
      {
        "agent_id": "adaptive_live",
        "name": "Adaptive",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or billing details are shown on the homepage."
        },
        "observed": false
      },
      {
        "agent_id": "dashclaw",
        "name": "DashClaw",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing was observed in the supplied homepage context."
        },
        "observed": false
      },
      {
        "agent_id": "agenticrail_gate",
        "name": "Agenticrail Gate",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Private key",
              "monthly_native": 39,
              "monthly_usd": 39,
              "commitment": "monthly",
              "basis": "$39/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Demo key",
                "price": "free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Private key",
                "price": "US$39 a month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 39,
          "monthly_usd": 39,
          "headline": "Free plan; paid from $39/mo",
          "summary": "Free plan; paid from $39/mo. AgenticRail offers a free, rate-limited public demo key and a private key for US$39 a month."
        },
        "observed": true
      },
      {
        "agent_id": "ai_governance_framework_genera",
        "name": "Ai Governance Framework",
        "price": {
          "commercial": {
            "currency": "AUD",
            "notes": [
              "prices in USD as published; USD figures are conversions at 2026-10-24"
            ],
            "lines": [
              {
                "name": "Full framework",
                "price": "$88 including GST",
                "kind": "one_off",
                "billed": "one_off"
              }
            ]
          },
          "observed": true,
          "billing": "one-time",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Full framework $88 (one-time)",
          "summary": "Full framework $88 (one-time). The full AI governance framework is publicly priced at $88 AUD including GST as a one-time purchase, with a free preview available."
        },
        "observed": true
      },
      {
        "agent_id": "api_governance",
        "name": "Api Governance",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Team",
              "monthly_native": 149,
              "monthly_usd": 149,
              "commitment": "monthly",
              "basis": "$149/month",
              "billing_verified": true
            },
            "rates": [
              {
                "line": "Team overage",
                "per": "per unit",
                "text": "$15 per unit"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Team",
                "price": "$149 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "from $1,500 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Team overage",
                "price": "$15 per 1,000",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 149,
          "monthly_usd": 149,
          "headline": "Free plan; paid from $149/mo",
          "summary": "Free plan; paid from $149/mo. CodeRifts lists a permanent Free tier, Team at $149 per month but free during the public beta, Enterprise from $1,500 per month, and planned Team overage at $15 per 1,000."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-agent-governance"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-agent-governance",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "adaptive_live"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "adaptive_live"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

14 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Agenticrail GateDeterministic sequence enforcement for AI agents: ALLOW or DENY a step before it runs, sealed into an Ed25519-signed, hash-chained receipt that verifies offlin…
mcp$39from / mo13% above100% livemcp13% above median100% live
Api GovernanceSigned, offline-verifiable decisions on API contract changes for AI agents. Three tools: preflight_change_set, verify_receipt, get_decision_details. The tool s…
mcp$149from / mo331.9% above100% livemcp331.9% above median100% live
Deploy To AgentsDeploy to Agents audits an app's agent-facing surfaces, preserves public evidence, and creates an evidence-based distribution plan for improving discovery by A…
mcp$30from / mo13% below100% livemcp13% below median100% live
IceshoreMake your AI better at system maintenance. IceShore is a configuration-management platform for teams whose systems have multiplied as AI sped up development. A…
mcp$19from / mo44.9% below100% livemcp44.9% below median100% live
ImpriHuman approval inbox for AI agents. Before your agent does something that matters (a refund, an outbound email, a deploy, a publish), it proposes the action wi…
mcp$9from / mo73.9% below100% livemcp73.9% below median100% live
Openboxprovides runtime governance, monitoring, and verification of AI agent actions (identity, authorization, policy, and risk enforcement across every agent action)
agentFree tierpaid plans vary—100% liveagent100% live
RaposaHuman approval for AI agents. `request_human_approval(action, context, risk)` pauses a high-stakes action (refund, payout, deploy, deletion) until a named pers…
mcp$166.89from / mo383.7% above100% livemcp383.7% above median100% live
WithhumanSet up human approval for your AI agents' tool calls. Ask your agent in plain language, for example "send every refund over $500 to the payments team and appr…
mcp$20from / mo42% below100% livemcp42% below median100% live
Constellation GateDrop-in proxy gateway that sits between AI agents and LLMs, providing prompt-injection defense, secret/PII redaction, indirect injection blocking, token optimi…
agent$20from / mo42% below100% liveagent42% below median100% live
CruxibleA governed state engine for AI agents that stores ontology-backed claims in a typed graph, validates writes, routes judgment calls for review, and provides aud…
mcpFreefree to use—100% livemcp100% live
FyllocodeTeam governance layer for coding agents. Provides structured context, constraints, and traceability for teams using AI coding agents—enforces unified rules, ar…
agentFreefree to use—100% liveagent100% live
OrphographProvides tamper-evident, Bitcoin-anchored receipts for AI agent actions, artifacts, and memory files. Includes a local CLI, drop-in agent skill, hosted verific…
mcp$9from / mo73.9% below100% livemcp73.9% below median100% live
SShackleAn open-source runtime governance layer and policy-decision daemon for autonomous AI agents. Mediates tool calls, enforcing guardrails, budget and loop limits,…
agentFree tierpaid plans vary—100% liveagent100% live
Systemprompt DemoA self-hosted Windows gateway for governing AI agent requests. It enforces policies, records audit logs, monitors agent data access, and tracks usage costs whi…
agentFreefree to use—100% liveagent100% 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.