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Market around RagPilot

Open-source MCP server for AI coding agents that provides semantic code search, symbol graphs, impact analysis, incremental indexing, and token-budgeted context bundling over local codebases.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
RagPilot · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
RagPilot doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
96th pctile
1056 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 1 of 3 providers priced · log scale · $19 → $19/mo
MCP servers◻ shaded = middle 50% · line = median (all types)RagPilot has no comparable Pro price — not plotted

Products in this market

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

OOther4Ranked by similarity
RagPilotthis listing
● OTHER
no public price
sot-graph
● OTHER90% similar
no public price
Agent Project Intelligence
● OTHER88% similar
no public price
Gus
● OTHER88% similar
no public price
MMCP servers42Ranked by similarity
srclight
● MCP91% similar
no public price
amdb
● MCP90% similar
no public price
Repo Context MCP
● MCP90% similar
no public price
lybrary
● MCP90% similar
no public price
remembrallmcp
● MCP90% similar
no public price
wryneck
● MCP88% similar
no public price
codehelper
● MCP88% similar
no public price
roam_code
● MCP88% similar
no Pro plan
entry $2500/mo
mimirs
● MCP88% similar
no public price
CICADA
● MCP87% similar
no public price
context_engine
● MCP86% similar
no public price
opencode_history_mcp
● MCP85% similar
no public price
context_sherpa
● MCP85% similar
no public price
Rune
● MCP85% similar
no public price
codemind
● MCP85% similar
no public price
costwise_mcp
● MCP85% similar
no public price
lybrary_2
● MCP85% similar
no public price
agents_remember
● MCP85% similar
no public price
leankg
● MCP85% similar
no public price
Girder
● MCP85% similar
no public price
codescout
● MCP85% similar
no public price
mcp_ragex
● MCP85% similar
no public price
octocode
● MCP85% similar
no public price
Sourcelens
● MCP84% similar
no public price
gortex
● MCP84% similar
no public price
narsil_mcp
● MCP84% similar
no public price
mnemex
● MCP84% similar
no public price
repobase
● MCP83% similar
no public price
code_context_engine
● MCP83% similar
no public price
Pollux
● MCP83% similar
no public price
Calyx MCP
● MCP83% similar
no public price
ops_codegraph_tool
● MCP83% similar
no public price
world_model_mcp
● MCP83% similar
no public price
jcodemunch_mcp
● MCP83% similar
$99 one-time Pro
not monthly-comparable
Euthynos
● MCP82% similar
no public price
sanjaya
● MCP82% similar
no public price
ContextStream
● MCP82% similar
$19/mo Pro
guild
● MCP82% similar
no public price
contextatlas
● MCP82% similar
no public price
srag
● MCP82% similar
no public price
gnosis_mcp
● MCP82% similar
no public price
code_memory
● MCP82% similar
no public price
PPlatforms1Ranked by similarity
callimachus
● PLATFORM84% similar
no public price
AAPIs1Ranked by similarity
semble_rs
● API83% similar
no public price
FFrameworks2Ranked by similarity
bitloops
● FRAMEWORK83% similar
no public price
sp_context
● FRAMEWORK82% 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.