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Market around prolog_reasoner

MCP server and Python library that exposes SWI-Prolog as a logic solver for LLMs. Bridges natural language and formal reasoning via transparent Prolog code execution, rule bases, and constraint logic programming.

Visit pypi.org ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Prolog Reasoner · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Prolog Reasoner doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
7th pctile
3 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$49.99/mo
1 priced · $49.99–$49.99 mid 50%
Platforms · Pro median
$32/mo
2 priced · $30.5–$33.5 mid 50%
Frameworks · Pro median
$20/mo
1 priced · $20–$20 mid 50%
Price spectrum · Pro plans · 4 of 7 providers priced · log scale · $20 → $49.99/mo
MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)Prolog Reasoner has no comparable Pro price — not plotted

Products in this market

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

MMCP servers24Ranked by relevance
prolog_reasonerthis listing
● MCP · relevance 100%
no public price
chiasmus
● MCP · relevance 79%
no public price
ejentum_mcp
● MCP · relevance 70%
no public price
mentor_mcp_server
● MCP · relevance 66%
no public price
MathMethods MCP
● MCP · relevance 66%
no public price
scalardb_mcp_server
● MCP · relevance 66%
no public price
mcp_atom_of_thoughts
● MCP · relevance 65%
no public price
mcp_logic
● MCP · relevance 65%
no public price
mcp_language_server
● MCP · relevance 65%
no public price
cerebra_legal
● MCP · relevance 65%
no public price
A2A FEP Consensus Node
● MCP · relevance 65%
no public price
ltspice_mcp_2
● MCP · relevance 65%
no public price
longform-memory
● MCP · relevance 64%
$49.99/mo Pro
mcp_file_context_server
● MCP · relevance 64%
no public price
llm_evaluation_agent
● MCP · relevance 64%
no public price
CouchLoop EQ
● MCP · relevance 64%
no public price
mcp_python_interpreter
● MCP · relevance 64%
no public price
priorlabs_ai
● MCP · relevance 64%
no public price
open_computer_use_2
● MCP · relevance 63%
no public price
arxiv_latex_mcp
● MCP · relevance 63%
no public price
financecontext_mcp
● MCP · relevance 63%
no public price
Sloneek MCP Server
● MCP · relevance 63%
no Pro plan
entry $10/mo
Mult Hands Eyes MCP
● MCP · relevance 63%
no public price
MA
Math-MCP
● MCP · relevance 62%
no Pro plan
entry $10/mo
FFrameworks17Ranked by relevance
openjudge
● FRAMEWORK · relevance 68%
no public price
sema_lang
● FRAMEWORK · relevance 68%
no public price
noema_declarative_ai
● FRAMEWORK · relevance 68%
no public price
tme_agent
● FRAMEWORK · relevance 66%
no public price
EV
EvoAgentX
● FRAMEWORK · relevance 66%
no public price
giulia
● FRAMEWORK · relevance 65%
no public price
TrueForge
● FRAMEWORK · relevance 65%
no public price
Letta
● FRAMEWORK · relevance 65%
$20/mo Pro
rightnow_auto
● FRAMEWORK · relevance 64%
no public price
deepeval
● FRAMEWORK · relevance 64%
no public price
goal_flow
● FRAMEWORK · relevance 63%
no public price
openai_agents
● FRAMEWORK · relevance 63%
no public price
prover_agent
● FRAMEWORK · relevance 63%
no public price
l4_language
● FRAMEWORK · relevance 63%
no public price
coexist_ai
● FRAMEWORK · relevance 62%
no public price
bioma_framework
● FRAMEWORK · relevance 62%
no public price
matrices
● FRAMEWORK · relevance 62%
no public price
AAgents1Ranked by relevance
james_rag_evol
● AGENT · relevance 65%
no public price
OOther2Ranked by relevance
agent_context_org_guides
● OTHER · relevance 65%
no public price
Anthropic
● OTHER · relevance 64%
no public price
PPlatforms5Ranked by relevance
DeepOpinion
● PLATFORM · relevance 64%
no Pro plan
entry $199/mo
Orq.ai
● PLATFORM · relevance 64%
$35/mo Pro
+9% vs Pro median
village
● PLATFORM · relevance 63%
no public price
easy_llm_cli
● PLATFORM · relevance 63%
no public price
agenta
● PLATFORM · relevance 62%
$29/mo Pro
-9% vs Pro median
AAPIs1Ranked by relevance
tkngate
● API · 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.