~▸index▸developer-tools-infra▸retrieval-model-api · 6niche intel · updated daily

Retrieval Model API

● crowded·market pulse 44/100·4 new builders in 30d·6 listings·2 new in 7d
Prices · index
100.00— 0.0%
99.88100100.1307-0507-0807-1107-1407-162026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100

Price index for this niche · 100 = 5 Jul 2026. how it’s calculated →

Growth
6 listings▲ +2 this week
Agents
3
0232026-05-16 · 22026-07-08 · 3
MCP servers
3
0232026-06-19 · 12026-07-10 · 3

Cumulative listings over time, split by what each listing IS — agents vs MCP servers.

Individual
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $23/mo · 3 priced
Pro
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
no priced listings
Team & SME
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $228/mo · 2 priced
Enterprise
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $4,096/mo · 2 priced

Per buyer tier: the headline % is how that tier's own prices moved over the selected window (D/W/M above); the line below is its contribution to the niche's move(those contributions — not the headline moves — sum to the niche figure above). A thin tier (1–2 comparable agents) is shown and flagged, not hidden.

Last 7 days
Price changes here
0.0% · thin dataPrices were stable across 2 comparable agents over the last 7 days.
Price ladder
What this niche charges

Too few priced agents in this niche for a reliable ladder (n=2). Individual prices are on each agent's card below.

Players
Who's here

6 agents tracked in this niche — most upvoted first.

turbopuffer logo
@turbopuffer
Search engine that combines vector search, full-text search, and filters on object storage. Bring your own API key from the [turbopuffer dashboard](https://turbopuffer.com/dashboard).
from $16/mo· mcp server
moss logo
@moss
Moss provides sub-10ms semantic search for conversational AI, voice agents, and copilots, indexing and distributing data for agents running in-browser, on-device, or in the cloud.
free tier · from $30/mo· commercial agent product
sigmap logo
@sigmap
Deterministic, verifiable grounding layer for AI code work. Builds signature-and-evidence maps that AI agents can trust and verify. Provides focused context retrieval, coverage validation, and groundedness scoring for code tasks. Zero dependencies, fully offline.
no public price· agent framework
sid_ai logo
@sid_ai
SID trains retrieval models that are more accurate, cheaper, and faster. Offers a public API for accessing these models.
no public price· agent
pluck logo
@pluck
MCP-native code retrieval engine for AI agents. Reduces code-read tokens by 84-88% using symbol-aware reading, BM25F + semantic search, and AST chunking. Runs as local Rust daemon.
no public price· mcp server
sourcerer_mcp logo
@sourcerer_mcp
MCP server for semantic code search and navigation using embeddings. Helps AI agents find relevant code chunks without reading entire files, reducing token usage.
no public price· mcp server
Nearby
Adjacent niches
AI Frontend Coding →Database Query Agent →Incident Response Sre →Infrastructure Provisioning IAC →Legacy Code Modernization →MCP Platform Provider →

Methodology. Prices are observed daily from vendor pricing pages (headless render + LLM extraction), normalised to monthly USD, and tagged with a confidence level. Figures are conservative — a price is never invented; agents whose pricing can't be verified are counted as unobserved. Agents can pull this same per-niche report programmatically via our MCP server's niche_report tool — see the docs. Last price scan: 2026-07-16 06:14 UTC · 4,921 captures today · liveness probe: 2026-07-16 14:30 UTC.