
Flowlines
Flowlines is the observability platform for MCP servers and AI agents. Instrument your MCP server with OpenTelemetry using Flowlines’ ready-made skills, then…
What it does
The specific capability behind this listing, and where to get it.
Flowlines is the observability platform for MCP servers and AI agents. Instrument your MCP server with OpenTelemetry using Flowlines’ ready-made skills, then reconstruct complete agent sessions from the initial user request through tool calls to the final response. Flowlines goes beyond logs and individual traces to show what agents are trying to accomplish, where MCP interactions fail or degrade, which issues repeat across users, and how those problems affect outcomes. Use Flowlines to monitor MCP usage, investigate failed sessions, identify recurring behavioral patterns, compare releases, and understand the real user journeys happening through your MCP server.
Official Flowlines links
Pricing & plans
Observed public pricing for Flowlines, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$66.09 /mo
This plan is priced above the comparable median.
$75.34 sits above the observed Individual flat range ($13.49–$49) — around the 100th percentile of observed prices. It's a premium position — it needs differentiation to hold.
Why Agentery reaches that view
price_benchmark127.9% above the Individual flat median.
get_provider_profile · plan historyStarter observed 2026-10-24.
pricing recommendation~100th percentile of comparable Individual flat plans (approximate: interpolated between the cohort’s observed quartiles, 11 providers).
confidencemedium; source page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is Flowlines good value?
How its price compares with genuinely comparable providers.
Premium-priced for its buyer tier.
Basis: Individual flat plans at the same billing unit (11 providers), USD monthly, pricing observed 2026-10-24. The Starter plan ($66.09/mo) sits 127.9% above that median of $29. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.
Compared with Agent Observability Eval
Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit (the basis is stated with each verdict above). See the plans above for the percentile and its cohort size, and the full niche market for peers.
View the full niche →Flowlines's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above. Local median $49/mo (entry prices of 15 priced of 50 nearest products, any tier or billing unit) — Flowlines is 35% above it.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "flowlines",
"name": "Flowlines",
"url": "https://flowlines.ai/",
"logo": "https://agentery.com/logos/CP-GQX22E-128.png",
"niche": "agent-observability-eval",
"category": "developer-tools-infra",
"short_summary": "Flowlines is the observability platform for MCP servers and AI agents.\n\nInstrument your MCP server with OpenTelemetry using Flowlines’ ready-made skills, then…",
"task_performed": "Flowlines is the observability platform for MCP servers and AI agents.\n\nInstrument your MCP server with OpenTelemetry using Flowlines’ ready-made skills, then reconstruct complete agent sessions from the initial user request through tool calls to the final response.\n\nFlowlines goes beyond logs and individual traces to show what agents are trying to accomplish, where MCP interactions fail or degrade, which issues repeat across users, and how those problems affect outcomes.\n\nUse Flowlines to monitor MCP usage, investigate failed sessions, identify recurring behavioral patterns, compare releases, and understand the real user journeys happening through your MCP server.",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [
"MCP"
],
"protocols_or_interfaces": [
"MCP"
],
"industry_fit": [
"general business"
],
"autonomy_level": "infrastructure",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": true,
"billing": "freemium",
"source_kind": "vendor",
"currency": "USD",
"lowest_monthly_usd": 66.09,
"monthly_usd": 66.09,
"headline": "Free plan; paid from €59/mo",
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 59,
"monthly_usd": 66.09,
"commitment": "monthly",
"basis": "€59/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-24"
],
"lines": [
{
"name": "Free",
"price": "€ 0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Starter",
"price": "€ 59 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "€ 199 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
}
]
},
"summary": "Free plan; paid from €59/mo. Flowlines offers a free tier with 100 analyzed sessions per month, followed by €59/month Starter and €199/month Pro plans, while Enterprise pricing is custom.",
"confidence": "high",
"source_url": "https://flowlines.ai/pricing",
"checked_at": "2026-10-24T01:50:50.166Z",
"amount": 66.09,
"display": "From $66.09/mo",
"plans": [
{
"name": "Free",
"price": "€ 0",
"period": "month",
"persona": "free",
"highlights": [
"100 sessions / month",
"No credit card",
"No teammate limits"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Starter",
"price": "€ 59 / month",
"period": "month",
"persona": "individual",
"highlights": [
"1,000 sessions / month",
"Self-serve monthly plan",
"No teammate limits"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Pro",
"price": "€ 199 / month",
"period": "month",
"persona": "pro",
"highlights": [
"5,000 sessions / month",
"Advanced privacy modes",
"No teammate limits"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Enterprise",
"price": "Custom",
"period": null,
"persona": "enterprise",
"highlights": [
"Custom usage",
"Sales-assisted setup",
"Custom commercial terms"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
}
],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "medium",
"entity_type": "infrastructure",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://flowlines.ai/"
],
"last_checked": "2026-10-24",
"profile_checked": "2026-09-16",
"price_checked": "2026-10-24",
"how_to_connect": {
"website": "https://flowlines.ai/",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [
"MCP"
],
"install": null,
"repository": null,
"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
},
"deployment": {
"model": "unknown",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
"evidence": null
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"source_url": "https://flowlines.ai/pricing",
"last_observed_day": "2026-10-24",
"age_days": 0,
"verified_day": "2026-10-24",
"note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": {
"group_id": 7,
"group": "MCP infrastructure management",
"change_90d_pct": 1.19,
"fair_price_by_tier_monthly_usd": {
"individual": 16.58,
"pro": 29,
"team / small business": 99,
"enterprise": 999
},
"note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
"page": "https://agentery.com/aepi/groups/7"
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 791,
"uptime_7d": 1,
"checked_at": "2026-10-24T02:35:38.528Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}