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Market around MCP Hybrid RAG

An MCP server and FastAPI service for hybrid retrieval over SEC 10-K filings, combining BM25, dense vectors, reciprocal rank fusion, and cross-encoder reranking with source and page citations.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
MCP Hybrid RAG · Pro
No Pro plan
—
Pro-MCP server median
$79
across 9 priced MCP servers
vs Pro MCP servers
No comparison
MCP Hybrid RAG doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
47th pctile
14 competing vendors
Comparable listings · 30d
Flat
based on 5 comparable products with price history
MCP servers · Pro median
$79/mo
9 priced · $58–$99 mid 50%
Price spectrum · Pro plans · 9 of 10 providers priced · log scale · $9.99 → $99.9/mo
MCP servers◻ shaded = middle 50% · line = median (all types)MCP Hybrid RAG has no comparable Pro price — not plotted

Products in this market

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

MMCP servers49Ranked by similarity
MCP Hybrid RAGthis listing
● MCP
no public price
Alphacreek
● MCP83% similar
$9.99/mo Pro
-87% vs Pro median
Stock Bloc
● MCP82% similar
no public price
search-gateway
● MCP81% similar
no public price
RAG as MCP
● MCP81% similar
no public price
RAG, Simplified
● MCP81% similar
no public price
Space Frontiers
● MCP80% similar
$20/mo Pro
-75% vs Pro median
AeroSearch MCP
● MCP80% similar
no public price
KE
Ken
● MCP79% similar
no public price
Alpha Sense Developer
● MCP79% similar
no public price
Daedra
● MCP79% similar
no public price
IVI Analysis
● MCP79% similar
no public price
SearchMesh
● MCP78% similar
no public price
SEC EDGAR Financial Intelligence
● MCP78% similar
no public price
Market Triggers
● MCP78% similar
no public price
Codesearch
● MCP78% similar
no public price
SM
Smry Public Reader
● MCP78% similar
$80/mo Pro
+1% vs Pro median
Search Memory MCP
● MCP78% similar
no public price
LEANN .NET
● MCP78% similar
no public price
Finsec
● MCP78% similar
$99/mo Pro
+25% vs Pro median
Open Websearch
● MCP78% similar
no public price
SecFeed
● MCP78% similar
$79/mo Pro
0% vs Pro median
Mcp Local Rag
● MCP78% similar
no public price
Answerpool
● MCP78% similar
no public price
Neurobird Search
● MCP78% similar
no public price
X4
X402pulse
● MCP78% similar
no public price
Finlight
● MCP78% similar
$29/mo Pro
-63% vs Pro median
APIFinance
● MCP77% similar
$99.9/mo Pro
+26% vs Pro median
Web Search
● MCP77% similar
no public price
Blockrun
● MCP77% similar
no public price
EDGAR Search MCP
● MCP77% similar
no public price
Web Search
● MCP77% similar
no public price
Quarry
● MCP77% similar
no public price
Nrupalakolkar Conduit
● MCP77% similar
$58/mo Pro
-27% vs Pro median
DE
DevDrops
● MCP77% similar
no public price
CrawlEyes
● MCP77% similar
no public price
Agent Systems
● MCP77% similar
no public price
RE
Refetch
● MCP77% similar
no public price
Pluck
● MCP77% similar
no public price
Marginalia MCP
● MCP77% similar
no public price
Gouda Studios Agent Tools
● MCP77% similar
no public price
Search1api
● MCP76% similar
$99/mo Pro
+25% vs Pro median
Qianxv Search MCP
● MCP76% similar
no public price
Scrapling MCP
● MCP76% similar
no public price
JobDataLake
● MCP76% similar
no Pro plan
entry $50/mo
Sofya
● MCP76% similar
no public price
jupsearch-mcp
● MCP76% similar
no public price
DeepSeek Web Search
● MCP76% similar
no public price
SEC 13F, Congress trades & insider buying
● MCP76% similar
no public price
PPlatforms1Ranked by similarity
KnowVault
● PLATFORM78% similar
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.