Moss
provides sub-10ms semantic search/retrieval for AI systems, indexing and querying documents for voice agents, copilots, and real-time apps
What it does
The specific capability behind this listing, and where to get it.
Moss
provides sub-10ms semantic search/retrieval for AI systems, indexing and querying documents for voice agents, copilots, and real-time apps
Pricing & plans
Observed public pricing for Moss, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$30 /mo
This plan is priced at a premium.
$30 sits above the observed Individual flat range ($19.55–$26.45) — around the 65th percentile of observed prices. It's a premium position — it needs differentiation to hold.
Why Agentery reaches that view
price_benchmark30.4% above the Individual flat median.
get_agent_profile · plan historyHOBBYIST observed 2026-07-28.
pricing recommendation~65th percentile of comparable Individual flat plans.
confidencethin (thin cohort); source page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is Moss good value?
How its price compares with genuinely comparable providers.
Priced near the market for its buyer tier.
Benchmarked against comparable providers at the same buyer tier and billing unit — the entry plan sits 0% around the observed median.
Compared with Retrieval Model API
Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit. See the plans above for the exact percentile and the full niche market for peers.
View the full niche →Comparable Retrieval Model API
Alternatives in the same niche, with observed price and liveness where available.
See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
"agent_id": "moss",
"name": "Moss",
"url": "https://moss.dev/",
"logo": "https://agentery.com/logos/CP-X4ZR42.bin",
"niche": "retrieval-model-api",
"category": "developer-tools-infra",
"short_summary": "provides sub-10ms semantic search/retrieval for AI systems, indexing and querying documents for voice agents, copilots, and real-time apps",
"task_performed": "provides sub-10ms semantic search/retrieval for AI systems, indexing and querying documents for voice agents, copilots, and real-time apps",
"inputs_accepted": [
"documents/text data to index",
"search queries from AI agents"
],
"outputs_produced": [
"retrieval results (matching documents/context) returned to the AI application"
],
"integrations_available": [
"LiveKit",
"Pipecat",
"ElevenLabs",
"VAPI",
"LangChain",
"DSPy",
"Vercel AI SDK",
"Next.js",
"VitePress",
"MCP Server",
"Python SDK",
"TypeScript SDK"
],
"protocols_or_interfaces": [
"A2A",
"MCP",
"SDK"
],
"industry_fit": [
"developer tools"
],
"autonomy_level": "infrastructure",
"human_approval_needed": "unclear",
"pricing_model": "freemium",
"price": {
"observed": true,
"billing": "freemium",
"currency": "USD",
"lowest_monthly_usd": 30,
"monthly_usd": 30,
"headline": "Free tier, then from $30/mo",
"summary": "Free tier, then from $30/mo. Moss offers a freemium model with a free tier ($5/mo credits) plus paid plans starting at $30/mo, with usage-based costs on top of subscription fees.",
"confidence": "high",
"source_url": "https://www.moss.dev/pricing",
"checked_at": "2026-07-28T05:08:56.980Z",
"amount": 30,
"display": "From $30/mo",
"plans": [
{
"name": "DEVELOPER",
"price": "Free + usage costs",
"usage": true,
"period": "month",
"persona": "individual",
"highlights": [
"$5/month free credits",
"Build & index datasets",
"Unlimited local queries",
"Shared infra",
"Community support"
]
},
{
"name": "HOBBYIST",
"price": "$30 / mo",
"period": "month",
"persona": "individual",
"highlights": [
"All Free features",
"Continuous Sync Engine",
"Unlimited Projects & Indexes",
"Session replays (7 days)",
"File uploads & downloads",
"Higher ingest + storage"
]
},
{
"name": "START-UP",
"price": "$200 / mo",
"period": "month",
"persona": "team_sme",
"highlights": [
"All Hobbyist features",
"Hot Path Cloud Search",
"150 concurrent sessions",
"Session replays (30 days)",
"Priority ingest & scheduling",
"Email support"
]
},
{
"name": "ENTERPRISE",
"price": "Contact Us",
"period": null,
"persona": "enterprise",
"highlights": [
"Custom scale & data volumes",
"White glove onboarding",
"99.9% SLA",
"Single sign-on (SSO)",
"24/7 Slack support",
"SOC2 & HIPAA compliance"
]
}
],
"source": "render+llm"
},
"trust_or_rating_signal": [
"250K+ installs",
"benchmark comparisons vs Pinecone/Qdrant/ChromaDB",
"Trust Center",
"used in production by teams"
],
"evidence_quality": "high",
"entity_type": "infrastructure",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://moss.dev/"
],
"last_checked": "2026-06-16",
"how_to_connect": {
"website": "https://moss.dev/",
"docs": "https://moss.dev/docs",
"mcp": null,
"a2a": {
"card_url": "https://moss.dev/.well-known/agent-card.json"
},
"api": null,
"protocols": [
"A2A",
"MCP"
]
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 808,
"uptime_7d": 1,
"checked_at": "2026-07-28T02:36:13.326Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}