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Market around agentrig

A zero-dependency Python reliability layer for LLM agents, providing structured output validation, smart retries, provider-neutral tool calling, cost tracking, and JSONL tracing.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at
agentrig · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
agentrig doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
42nd pctile
96 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 1 of 1 providers priced · log scale · $40 → $40/mo
APIs◻ shaded = middle 50% · line = median (all types)agentrig has no comparable Pro price — not plotted

Products in this market

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

FFrameworks33Ranked by similarity
agentrigthis listing
● FRAMEWORK
no public price
smolagents
● FRAMEWORK80% similar
no public price
al3x38-intent-guard
● FRAMEWORK77% similar
no public price
anagrapheus
● FRAMEWORK77% similar
no public price
Agent Protocol
● FRAMEWORK75% similar
no public price
MA
Maki
● FRAMEWORK75% similar
no public price
TrueForge
● FRAMEWORK74% similar
no public price
Openai Agents
● FRAMEWORK74% similar
no public price
AsyncLLM
● FRAMEWORK74% similar
no public price
Fannypack
● FRAMEWORK74% similar
no public price
Longe
● FRAMEWORK74% similar
no public price
LA
Langroid
● FRAMEWORK74% similar
no public price
AgentFork
● FRAMEWORK74% similar
no public price
Rightnow Auto
● FRAMEWORK73% similar
no public price
Kern
● FRAMEWORK72% similar
no public price
Orion Os
● FRAMEWORK72% similar
no public price
Geck
● FRAMEWORK72% similar
no public price
Elja
● FRAMEWORK72% similar
no public price
crates
● FRAMEWORK72% similar
no public price
Agent Chaos Engineering
● FRAMEWORK71% similar
no public price
Upsonic
● FRAMEWORK71% similar
no public price
Pi Py
● FRAMEWORK71% similar
no public price
Cendor
● FRAMEWORK71% similar
no public price
Barbacane
● FRAMEWORK71% similar
no public price
EV
EvoAgentX
● FRAMEWORK71% similar
no public price
Widemem
● FRAMEWORK71% similar
no public price
ToolForm
● FRAMEWORK71% similar
no public price
Pyshackle
● FRAMEWORK71% similar
no public price
summonpot
● FRAMEWORK71% similar
no public price
Faskill
● FRAMEWORK70% similar
no public price
Tme Agent
● FRAMEWORK70% similar
no public price
Contextforge
● FRAMEWORK70% similar
no public price
TGP (Task Gate Protocol)
● FRAMEWORK70% similar
no public price
OOther6Ranked by similarity
AgentGauntlet
● OTHER75% similar
no public price
tool-eval-bench
● OTHER72% similar
no public price
DSH Purge Flash
● OTHER72% similar
no public price
Tool Evidence Guard
● OTHER71% similar
no public price
repeatability-evals
● OTHER71% similar
no public price
FailLoud
● OTHER70% similar
no public price
MMCP servers7Ranked by similarity
Mcp Python Interpreter
● MCP73% similar
no public price
LocalForge
● MCP72% similar
no public price
mypr-mcp
● MCP71% similar
no public price
Dataframe Detective MCP
● MCP71% similar
no public price
JSON MCP Server
● MCP71% similar
no public price
Minio
● MCP70% similar
no public price
Testing
● MCP70% similar
no public price
PPlatforms2Ranked by similarity
Openheim
● PLATFORM73% similar
no public price
Orq.ai
● PLATFORM70% similar
no public price
AAPIs2Ranked by similarity
OmniVenture M2M Engine
● API73% similar
no public price
AgentOps
● API72% similar
$40/mo Pro

Thin market — few comparable priced products; treat statistics as indicative.