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Market around rtfm

Open-source MCP retrieval server that indexes code, docs, and data into a local SQLite knowledge base to provide surgical context to AI coding agents like Claude Code and Cursor.

Visit roomi-fields.github.io ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
As parsed from roomi-fields.github.io/rtfm/benchmarks/benchmark_paper/ on 2026-08-25.

Explore the market

Prices and medians update for the tier you select.

Compare at
rtfm · Pro
No Pro plan
—
Pro-MCP server median
$18
across 2 priced MCP servers
vs Pro MCP servers
No comparison
rtfm doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
87th pctile
470 strong substitutes
Price momentum · 30d
Flat
MCP servers · Pro median
$18/mo
2 priced · $12.5–$23.5 mid 50%
Price spectrum · Pro plans · 2 of 4 providers priced · log scale · $7 → $29/mo
MCP servers◻ shaded = middle 50% · line = median (all types)rtfm has no comparable Pro price — not plotted

Products in this market

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

MMCP servers43Ranked by relevance
rtfmthis listing
● MCP · relevance 100%
no public price
lybrary
● MCP · relevance 83%
no public price
gnosis_mcp
● MCP · relevance 82%
no public price
remembrallmcp
● MCP · relevance 82%
no public price
codehelper
● MCP · relevance 82%
no public price
amdb
● MCP · relevance 81%
no public price
Ministic Fishstick
● MCP · relevance 80%
no public price
CogMemory MCP Server
● MCP · relevance 80%
no public price
opencode_history_mcp
● MCP · relevance 80%
no public price
locus
● MCP · relevance 80%
no public price
contextatlas
● MCP · relevance 79%
no public price
srclight
● MCP · relevance 79%
no public price
guild
● MCP · relevance 79%
no public price
AnchorDB
● MCP · relevance 79%
no public price
selvedge
● MCP · relevance 79%
no public price
leankg
● MCP · relevance 79%
no public price
context_sherpa
● MCP · relevance 79%
no public price
mnemex
● MCP · relevance 78%
no public price
roam_code
● MCP · relevance 78%
no Pro plan
entry $99/mo
selvedge_2
● MCP · relevance 78%
no public price
codemind
● MCP · relevance 78%
no public price
context_engineering
● MCP · relevance 77%
$29/mo Pro
+61% vs Pro median
rekal
● MCP · relevance 77%
no public price
vibe_coder_mcp
● MCP · relevance 77%
no public price
mindkeg_mcp
● MCP · relevance 77%
no public price
jcodemunch_mcp
● MCP · relevance 77%
$99 one-time Pro
not monthly-comparable
mimirs
● MCP · relevance 77%
no public price
contextmcp
● MCP · relevance 77%
no public price
wormhole_mcp
● MCP · relevance 77%
no public price
indxr
● MCP · relevance 77%
no public price
relace_mcp
● MCP · relevance 77%
no public price
kawacode_mcp
● MCP · relevance 77%
no public price
context_optimizer_mcp
● MCP · relevance 77%
no public price
memosaver
● MCP · relevance 77%
no public price
git_mimir
● MCP · relevance 77%
no public price
Vist
● MCP · relevance 77%
$7/mo Pro
-61% vs Pro median
CICADA
● MCP · relevance 77%
no public price
Pollux
● MCP · relevance 77%
no public price
world_model_mcp
● MCP · relevance 77%
no public price
codescout
● MCP · relevance 76%
no public price
mcp-stama
● MCP · relevance 76%
no public price
mcp_ragex
● MCP · relevance 76%
no public price
AgentBay
● MCP · relevance 76%
no public price
PPlatforms2Ranked by relevance
callimachus
● PLATFORM · relevance 81%
no public price
nga_wolf_watcher
● PLATFORM · relevance 77%
no public price
FFrameworks3Ranked by relevance
skill_base
● FRAMEWORK · relevance 81%
no public price
same
● FRAMEWORK · relevance 78%
no public price
mama_os
● FRAMEWORK · relevance 78%
no public price
OOther2Ranked by relevance
chatcrystal
● OTHER · relevance 77%
no public price
codealmanac
● OTHER · relevance 77%
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.