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EarlyLore

by io.github.jiangqizheng
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Server Details

Search 440K+ software products and inspect competitors, pricing, and Design DNA.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.7/5.0

Scored across 11 tools

Disambiguation4/5

Most tools have clearly distinct roles: single-product dossier (inspect_product), multi-product comparison (compare_products), catalog search (search_products), aggregate pulse (get_market_pulse), and pricing distributions (get_niche_benchmark). However, there are confusable pairs — search_products' 'growing'/'revenue' browse modes overlap with market_pulse's surging/revenue movers, and inspect_product already returns niche benchmark position data that get_niche_benchmark also serves. A careful reader can separate them, but an agent could easily pick the wrong entry point.

Naming Consistency4/5

All names are snake_case with the uniform earlylore_ prefix and a leading action verb, which is predictable and readable. The verb set is slightly varied (get_/inspect_/list_/search_/compare_/save_) with get_ and inspect_ doing near-identical work semantically, and save_note_or_evaluate is a compound outlier that breaks the single-action pattern.

Tool Count5/5

Eleven tools is well within the ideal 3-15 range and each one maps to a distinct research workflow: discovery, deep dive, comparison, market aggregates, benchmarks, design extraction, playbooks, evaluations, and notes. No tool appears padded or redundant enough to remove without losing a capability.

Completeness4/5

The competitive-intelligence lifecycle is broadly covered — search, inspect, compare, market pulse, benchmarks, plus evaluation reports and note saving. Minor gaps remain: notes can be saved but not read/updated/deleted individually, and 'followed competitors' surface in list_my_workspace with no tool to follow or unfollow a product, leaving a couple of dead ends.

Available Tools

11 tools
earlylore_compare_productsAInspect

Compare 2–8 competitors side by side across key metrics (tagline, target audience, monthly visits & MoM growth, #1 acquisition channel, verified MRR, pricing model, entry price, plan tiers, trial offer, and hero design style), with automatic category leader callouts. Max products depend on plan (Free: 2 / Pro: 4 / Max: 8).

Inputs: slugsOrDomains (required).

earlylore_get_design_dnaBInspect

Extract computed hero Design DNA and CSS variable specifications from real high-growth products (5-color role HEX & area ratios, heading/body font families, border-radius scale, theme polarity, hero layout structure, and anti-patterns), ready for Tailwind or styles.css.

Inputs: styleSlug, productSlugOrDomain.

earlylore_get_evaluationAInspect

Read the complete structured blueprint of an evaluation report (5-dimension ratings, Core Bet, Consensus Trap, 2 strategy routes, 4-week MVP blueprint, 8-seat orthogonal expert & buyer roundtable, and direct competitors). Pass an evaluationId, or omit it to read the latest completed report.

Inputs: query, evaluationId.

earlylore_get_marketing_playbookAInspect

Fetch EarlyLore’s Marketing & Launch Playbook: 8 bilingual post templates (EN/ZH) paired with real high-multiple viral post examples, niche traffic channel shares, 13 community & directory playbooks with anti-ban rules and title formulas, and 8 regional search engine / local hub guides. Optionally pass your local project’s name, one-liner, and pain point to generate ready-to-post drafts.

Inputs: form, play, group, metric, +6 more.

earlylore_get_market_pulseAInspect

Fetch real-time market pulse across the entire catalog or a specific category group / niche: surging-traffic niches, verified revenue movers (rising & falling), lean cashcows (<10K monthly visits with verified revenue), young domains under 90 days gaining traction, and top feature tags.

Inputs: groupSlug, categorySlug.

earlylore_get_niche_benchmarkAInspect

Query pricing benchmarks and market distributions across 249 niches (median entry price, median top-tier price, free plan & trial share, price bucket distribution, traffic concentration, and sample product pricing) to build high-converting Pricing pages. Requires Pro / Max.

Inputs: search, categorySlug.

earlylore_inspect_creatorAInspect

Inspect indie creators and serial makers’ product portfolios, total verified MRR, monthly revenue series, launch cadence (median gap days), niche distribution, and recent activity; omit creatorSlug to browse creator leaderboards.

Inputs: list, limit, query, category, +1 more.

earlylore_inspect_productAInspect

Fetch the complete commercial and product dossier for a single project (positioning, audience, features & integrations, 12-month traffic history, acquisition channels, top countries, organic keywords, authority backlinks, TrustMRR verified revenue & monthly series, public revenue claims, pricing plans & niche benchmark position, app store metrics, website change log, marketing timeline, creator profiles, and similar competitors; optionally include hero Design DNA or trigger live capture for an uncatalogued domain).

Inputs: slugOrDomain (required), analyzeIfMissing, includeDesignDna.

earlylore_list_my_workspaceBInspect

List the current account’s EarlyLore evaluation reports, followed competitors, and recent research notes (zero quota consumption; ideal as initial context for a Coding Agent).

Inputs: limit.

earlylore_save_note_or_evaluateBInspect

Save competitor insights or architecture decisions from your IDE back to your EarlyLore Notes (/notes), or start a new product idea evaluation task.

Inputs: action (required), url, body, tier, +4 more.

earlylore_search_productsAInspect

Search and filter EarlyLore’s 440K+ software product catalog. Supports millisecond exact name/domain lookup (fast), natural-language semantic competitor matching (semantic), or browsing Fastest Growing (growing), Verified Revenue (revenue), and New Launches (new) lists filtered by niche, pricing mode, monthly visit threshold, growth trend, and open-source repository.

Inputs: form, list, mode, limit, +7 more.

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