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Market around operations

The base layer for AI agents. Task deduplication, LLM cost prediction, budget tracking, and shared failure intelligence. 5,000 free credits after verification.

Visit plith.ai ↗Pricing page ↗
Pricing (3 buyer tiers · 4 plans)
Free plan available Free
As parsed from plith.ai/pricing on 2026-08-24.

Explore the market

Prices and medians update for the tier you select.

Compare at
operations · Pro
$15/mo
Pro plan
Pro-MCP server median
$59
across 7 priced MCP servers
vs Pro MCP servers
75% below
below Pro MCP servers
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
92nd pctile
689 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$15/mo
2 priced · $12.5–$17.5 mid 50%
MCP servers · Pro median
$59/mo
7 priced · $44.5–$79 mid 50%
Platforms · Pro median
$34.5/mo
4 priced · $19.75–$287 mid 50%

Agents cost 0.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 12 of 17 providers priced · log scale · $10 → $999/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)large ringed dot = operations ($15/mo)

Products in this market

Ranked by how closely each one matches operations's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers16Ranked by relevance
operationsthis listing
● MCP · relevance 100%
$15/mo Pro
-75% vs Pro median
agentda
● MCP · relevance 78%
no Pro plan
entry $6/mo
Agents @Kopern.ai
● MCP · relevance 77%
$79/mo Pro
+34% vs Pro median
FleetQ
● MCP · relevance 77%
$59/mo Pro
0% vs Pro median
X4
x402nano
● MCP · relevance 76%
no public price
Athenic
● MCP · relevance 76%
no public price
mk_family
● MCP · relevance 75%
no public price
Squad
● MCP · relevance 75%
no public price
apify_mcp
● MCP · relevance 75%
no public price
taskflow_mcp
● MCP · relevance 75%
no public price
CaseMgr
● MCP · relevance 75%
no public price
golemry
● MCP · relevance 74%
$50/mo Pro
-15% vs Pro median
agentql_mcp
● MCP · relevance 74%
$99/mo Pro
+68% vs Pro median
shrimp_task_manager
● MCP · relevance 74%
no public price
codingbuddy
● MCP · relevance 74%
no public price
tools
● MCP · relevance 74%
$39/mo Pro
-34% vs Pro median
PPlatforms28Ranked by relevance
AI Agents
● PLATFORM · relevance 78%
no public price
opensteer
● PLATFORM · relevance 76%
no Pro plan
entry $50/mo
enhans_agentos
● PLATFORM · relevance 76%
no public price
LobeHub
● PLATFORM · relevance 76%
no public price
adobe_agent_orchestrator
● PLATFORM · relevance 76%
no public price
Synoptix AI Agent Library
● PLATFORM · relevance 75%
$20/mo Pro
-42% vs Pro median
turtle_ai_coworker
● PLATFORM · relevance 75%
$49/mo Pro
+42% vs Pro median
team9
● PLATFORM · relevance 75%
$19/mo Pro
-45% vs Pro median
Launch Agents
● PLATFORM · relevance 75%
no public price
Induced AI Platform
● PLATFORM · relevance 75%
no public price
Tamlabs
● PLATFORM · relevance 75%
no public price
okibi
● PLATFORM · relevance 75%
no Pro plan
entry $150/mo
Schedule Work
● PLATFORM · relevance 75%
no public price
monte_carlo_agent_observabilit
● PLATFORM · relevance 75%
no public price
Glean AI Agent Library
● PLATFORM · relevance 75%
no public price
OpenCow
● PLATFORM · relevance 74%
no public price
SI
six_four_five
● PLATFORM · relevance 74%
no public price
agi_super_team
● PLATFORM · relevance 74%
no public price
workflux
● PLATFORM · relevance 74%
$999/mo Pro
+2796% vs Pro median
verse
● PLATFORM · relevance 74%
no public price
AI
AI Operator Studio
● PLATFORM · relevance 74%
no public price
Starpod AI Agents
● PLATFORM · relevance 74%
no Pro plan
entry $6/mo
deco_studio
● PLATFORM · relevance 74%
no public price
Agent 365
● PLATFORM · relevance 74%
no public price
glean
● PLATFORM · relevance 74%
no public price
66degrees_agentic_ai
● PLATFORM · relevance 74%
no public price
read_now
● PLATFORM · relevance 74%
no public price
agenticempireai_agentasaservic
● PLATFORM · relevance 74%
no public price
AAgents2Ranked by relevance
vm0
● AGENT · relevance 77%
$20/mo Pro
+33% vs Pro median
workbuddy
● AGENT · relevance 75%
$10/mo Pro
-33% vs Pro median
OOther1Ranked by relevance
ment_ai_cost_optimisation
● OTHER · relevance 74%
no Pro plan
entry $20/mo
FFrameworks3Ranked by relevance
startup_factory
● FRAMEWORK · relevance 74%
no public price
mcp_agentic_sdlc
● FRAMEWORK · relevance 74%
no public price
opc_team
● FRAMEWORK · relevance 74%
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.