agentery
$ agentery.com/api/mcpsubmit agent
← Back to search

Market around XFMS - Xpansion Framework Model Source

**Pick the right LLM for any task.** XFMS infers which quality in its catalog against those dimensions, and returns a ranked shortlist with plain-English rationale per pick. The catalog updates continuously from **8 independent third-party evaluators** — no provider self-reports

Visit xpansion.dev ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
XFMS - Xpansion Framework Model Source · Pro
No Pro plan
—
Pro-MCP server median
$16
across 2 priced MCP servers
vs Pro MCP servers
No comparison
XFMS - Xpansion Framework Model Source doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
15th pctile
8 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$16/mo
2 priced · $13.99–$18 mid 50%
Platforms · Pro median
$32/mo
2 priced · $30.5–$33.5 mid 50%
Price spectrum · Pro plans · 4 of 10 providers priced · log scale · $11.99 → $35/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)XFMS - Xpansion Framework Model Source has no comparable Pro price — not plotted

Products in this market

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

MMCP servers27Ranked by relevance
XFMS - Xpansion Framework Model Sourcethis listing
● MCP · relevance 100%
no public price
toolroute - Intelligent Automated LLM Routing
● MCP · relevance 70%
no public price
Hybrid RAG MCP
● MCP · relevance 69%
no public price
//beforeyouship — LLM cost modeling from your editor
● MCP · relevance 69%
$20/mo Pro
+25% vs Pro median
priorlabs_ai
● MCP · relevance 68%
no public price
Model Router
● MCP · relevance 67%
no public price
mentor_mcp_server
● MCP · relevance 67%
no public price
llm_evaluation_agent
● MCP · relevance 67%
no public price
WH
whichmodel-mcp
● MCP · relevance 66%
no Pro plan
entry $10/mo
MathMethods MCP
● MCP · relevance 66%
no public price
MA
Math-MCP
● MCP · relevance 66%
no Pro plan
entry $10/mo
TO
token_optimizer
● MCP · relevance 65%
$11.99/mo Pro
-25% vs Pro median
RunCoach
● MCP · relevance 65%
no public price
VE
vetted_consumer
● MCP · relevance 65%
no Pro plan
entry $10/mo
AL
Alpaca Trading Integration
● MCP · relevance 64%
no Pro plan
entry $10/mo
macos_tools_mcp
● MCP · relevance 64%
no public price
minio_mcp_server
● MCP · relevance 64%
no public price
readwise_vector_db
● MCP · relevance 64%
no public price
MCP OPA AuthZ
● MCP · relevance 63%
no public price
turbular
● MCP · relevance 63%
no public price
Anjin MCP
● MCP · relevance 63%
no public price
mcp-retrieval
● MCP · relevance 62%
no public price
mcp_file_context_server
● MCP · relevance 62%
no public price
Model Council
● MCP · relevance 62%
no public price
jotdown
● MCP · relevance 62%
no public price
guardrail_mcp
● MCP · relevance 62%
no public price
sdnext-mcp
● MCP · relevance 62%
no public price
OOther4Ranked by relevance
retriEVAL
● OTHER · relevance 69%
no public price
llm_db
● OTHER · relevance 69%
no public price
agent_context_org_guides
● OTHER · relevance 66%
no public price
Anthropic
● OTHER · relevance 64%
no public price
FFrameworks8Ranked by relevance
openjudge
● FRAMEWORK · relevance 69%
no public price
deepeval
● FRAMEWORK · relevance 69%
no public price
coexist_ai
● FRAMEWORK · relevance 64%
no public price
TrueForge
● FRAMEWORK · relevance 64%
no public price
sentinel_ai
● FRAMEWORK · relevance 63%
no public price
sema_lang
● FRAMEWORK · relevance 63%
no public price
giulia
● FRAMEWORK · relevance 63%
no public price
rightnow_auto
● FRAMEWORK · relevance 62%
no public price
PPlatforms8Ranked by relevance
DeepOpinion
● PLATFORM · relevance 67%
no Pro plan
entry $199/mo
agenta
● PLATFORM · relevance 67%
$29/mo Pro
-9% vs Pro median
Orq.ai
● PLATFORM · relevance 66%
$35/mo Pro
+9% vs Pro median
easy_llm_cli
● PLATFORM · relevance 64%
no public price
tunellm
● PLATFORM · relevance 64%
no public price
anyscale
● PLATFORM · relevance 64%
no public price
comet_opik
● PLATFORM · relevance 63%
no public price
parea_ai
● PLATFORM · relevance 63%
no Pro plan
entry $150/mo
AAPIs1Ranked by relevance
opti_moa
● API · relevance 64%
no public price
AAgents2Ranked by relevance
minicline
● AGENT · relevance 63%
no public price
Sentinel Scan
● AGENT · relevance 62%
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.