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Market around contextspy

An open-source context profiler for LLMs and AI coding agents. It intercepts LLM API requests, analyzes prompt composition, tracks context changes across sessions, and visualizes token usage through a local dashboard.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
contextspy · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
contextspy doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
41st pctile
48 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$150/mo
1 priced · $150–$150 mid 50%
MCP servers · Pro median
$18.5/mo
2 priced · $15.24–$21.75 mid 50%
APIs · Pro median
$30/mo
2 priced · $25–$35 mid 50%
Platforms · Pro median
$29/mo
3 priced · $27–$34 mid 50%

Agents cost 8.1× MCP servers at the Pro tier.

Price spectrum · Pro plans · 8 of 12 providers priced · log scale · $11.99 → $150/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)contextspy has no comparable Pro price — not plotted

Products in this market

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

OOther5Ranked by relevance
contextspythis listing
● OTHER · relevance 100%
no public price
context_editor_agent
● OTHER · relevance 73%
no public price
token_compressor
● OTHER · relevance 71%
no public price
pbom
● OTHER · relevance 69%
no public price
prompt_guard
● OTHER · relevance 69%
no public price
MMCP servers16Ranked by relevance
CouchLoop EQ
● MCP · relevance 76%
no public price
mcp_prompts
● MCP · relevance 74%
no public price
mirror_mcp
● MCP · relevance 73%
no public price
MCP Local Auditor Architect
● MCP · relevance 73%
no public price
trim
● MCP · relevance 73%
no public price
llm_evaluation_agent
● MCP · relevance 72%
no public price
interactive_mcp
● MCP · relevance 71%
no public price
Prompt Injection Scanner MCP - LLM Security Testing
● MCP · relevance 71%
$25/mo Pro
+35% vs Pro median
lmstudio_mcp
● MCP · relevance 70%
no public price
MindBridge
● MCP · relevance 70%
no public price
context_sync
● MCP · relevance 70%
no public price
mentor_mcp_server
● MCP · relevance 70%
no public price
testing_mcp
● MCP · relevance 69%
no public price
TO
token_optimizer
● MCP · relevance 69%
$11.99/mo Pro
-35% vs Pro median
meeting_baas_mcp
● MCP · relevance 69%
no public price
cucumberstudio_mcp
● MCP · relevance 68%
no public price
PPlatforms7Ranked by relevance
parea_ai
● PLATFORM · relevance 76%
no Pro plan
entry $150/mo
telemetry
● PLATFORM · relevance 75%
$25/mo Pro
-14% vs Pro median
langsmith
● PLATFORM · relevance 74%
$39/mo Pro
+34% vs Pro median
comet_opik
● PLATFORM · relevance 71%
no public price
DeepOpinion
● PLATFORM · relevance 70%
no Pro plan
entry $199/mo
vasari
● PLATFORM · relevance 69%
no public price
agenta
● PLATFORM · relevance 68%
$29/mo Pro
0% vs Pro median
FFrameworks16Ranked by relevance
openai_agents
● FRAMEWORK · relevance 74%
no public price
bioma_framework
● FRAMEWORK · relevance 73%
no public price
giulia
● FRAMEWORK · relevance 73%
no public price
langwatch
● FRAMEWORK · relevance 71%
no Pro plan
entry $34/mo
microsoft_autogen
● FRAMEWORK · relevance 71%
no public price
contextforge
● FRAMEWORK · relevance 70%
no public price
deepeval
● FRAMEWORK · relevance 70%
no public price
mindcache
● FRAMEWORK · relevance 69%
no public price
sentinel_ai
● FRAMEWORK · relevance 69%
no public price
context_diamond
● FRAMEWORK · relevance 69%
no public price
harnessclaw_engine
● FRAMEWORK · relevance 69%
no public price
openjudge
● FRAMEWORK · relevance 68%
no public price
entroly
● FRAMEWORK · relevance 68%
no public price
Guardrails AI
● FRAMEWORK · relevance 68%
no public price
gui_agent_harness
● FRAMEWORK · relevance 68%
no public price
TrueForge
● FRAMEWORK · relevance 68%
no public price
AAPIs4Ranked by relevance
AgentOps
● API · relevance 72%
$40/mo Pro
+33% vs Pro median
opentools
● API · relevance 71%
no public price
TradingAgents
● API · relevance 70%
no Pro plan
entry $49/mo
constellation_gate
● API · relevance 69%
$20/mo Pro
-33% vs Pro median
AAgents2Ranked by relevance
osa
● AGENT · relevance 69%
no public price
Canvas Agent
● AGENT · relevance 69%
$150/mo Pro

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.