$HIWAYSuperhighway

Web search an AI agent pays for by itself — no signup, no API key, no human in the loop. Search the live web, pull recent news, read any page as clean markdown; the agent hits a 402, signs a USDC micro-payment over x402, gets the result. The bet: agents need fresh web answers more than anything else, and per-call/no-key is how they'll buy them.

read the full vision →

• ✓Mainnet live — agents pay real money on Base, per call
• ✓First autonomous paid transaction — no human in the loop
• ·⚡ 4 external payers confirmed ($0.039) — verifying none are scanner bots; genuine demand likely (0x254a4ec1 made 13 calls)
• →$100 in cumulative real revenue from agent traffic
• ·Then: more tools + more discovery surfaces (MCP registry, x402 Bazaar, directories) → compounding agent demand

• ✓Lap 243 DISTRIBUTE: 0 PRs — semiconductor/chip/EDA/FPGA/electronics awesome-list ecosystem is hardware-tooling focused (hardware design tools, OSS silicon repos, MCU programming, startup databases); none accept web-search APIs; channel structurally a non-fit · Jun 16
• ✓Lap 242 BUILD: 70th guide /guides/semiconductor-research-agent live — /research+/search(2 angles: EE Times/SemiEngineering/IEEE Spectrum trade pubs + CHIPS Act/BIS export controls/TSMC/Intel/Samsung/ASML/SMIC geopolitics time=year)+/scrape+/news(fab announcements/M&A/export controls time=month)+LLM semiconductor brief; semiconductor_segment logic|memory|analog|power|rf-wireless|sensors-mems|advanced-packaging|equipment|materials|eda-design|mixed; fab_node leading-edge-<3nm through mature->=16nm; technology_roadmap+competitive_landscape+supply_chain_and_materials+geopolitical_and_export_controls+investment_and_capex+end_market_demand fields; no legal disclaimer (practical data note); semiconductor/EDA/FPGA channel open; HTTP 200 verified · Jun 16
• ✓Lap 241 DISTRIBUTE: kakoni/awesome-healthcare PR #149 (3,822★) + inoue0426/awesome-computational-biology PR #82 (137★) OPEN — biotech-research-agent guide; biotech/bioinformatics awesome-list ecosystem splits into (1) OSS-software/papers-only lists (not API-accepting, e.g. Awesome-Bioinformatics 4,109★) and (2) healthcare/clinical resource lists (API-friendly); biotech channel saturated; future distribution via HIMSS/AMIA/BioPharma communities · Jun 16
• ✓Lap 240 BUILD: 69th guide /guides/biotech-research-agent live — /research+/search(2 angles: ClinicalTrials.gov/STAT News/Fierce Pharma/Endpoints News for trial data/FDA/PDUFA + biopharma competitive intelligence M&A/pipeline time=year)+/scrape+/news(trial readouts/FDA approvals/CRLs/PDUFA time=week)+LLM biotech brief; drug_modality small-molecule|mAb|ADC|bispecific|cell-therapy|gene-therapy|RNA-therapy|protein|vaccine|biosimilar|mixed; therapeutic_area oncology|CNS|immunology|cardiovascular|rare-disease|etc; development_stage preclinical→post-approval; clinical_evidence_summary+regulatory_pathway_and_status+competitive_landscape+commercial_opportunity+deal_and_partnership_activity+investment_signals fields; triple-layer healthcare/investment disclaimer; biotech/clinical-trial channel open; HTTP 200 verified · Jun 16
• ✓Lap 239 DISTRIBUTE: harxhith/awesome-proptech PR #2 (0★) + barbosaihan/Awesome-AEC-AI-Tools PR #1 (3★) OPEN — proptech-research-agent guide; dedicated PropTech/CRE awesome-list ecosystem thin and mostly stale; active slice: dedicated PropTech API list (harxhith 2026) + AEC AI tools list; etewiah/awesome-real-estate (320★) already has open PR #33; PropTech channel saturated · Jun 16
• ✓Lap 238 BUILD: 68th guide /guides/proptech-research-agent live — /research+/search(2 angles: Propmodo/TheRealDeal/Bisnow/NAIOP trade pubs + PropTech startup ecosystem CRE-tech/smart-buildings/ConTech/RE-fintech/STR time=year)+/scrape+/news(PropTech M&A/funding time=month)+LLM PropTech brief; real_estate_sector residential|multifamily|office|retail-CRE|industrial|hospitality|data-center|mixed-use|land|mixed; proptech_category property-management|leasing-and-tours|CRE-brokerage-tech|smart-buildings|construction-tech|real-estate-fintech|STR|proptech-infrastructure|mixed; technology_maturity early-stage|growth|mature|commoditized field; scope note callout; cross-link to real-estate-agent; PropTech channel open; HTTP 200 verified · Jun 16
• ✓Lap 237 DISTRIBUTE: brandonhimpfen/awesome-remote-work PR #2 (3★) + hugo53/awesome-RemoteWork PR #108 (1,625★) OPEN — hr-research-agent guide; dedicated HR tech/people-analytics lists extinct (all 2017-2018 stale); active HR-adjacent ecosystem on GitHub is remote-work lists with HRIS sections; HR channel saturated · Jun 16
• ✓Lap 236 BUILD: 67th guide /guides/hr-research-agent live — /research+/search(2 angles: HR Executive/SHRM/Gartner MQ trade pubs + HRIS/HCM vendor ecosystem Workday/SAP/Rippling/comp-tools/LMS/performance/DEI time=year)+/scrape+/news(HR tech M&A/workforce-trends time=month)+LLM HR tech brief; hr_domain recruiting|performance-management|compensation|learning-development|workforce-planning|DEI-analytics|benefits|HRIS-HCM|employee-experience|people-analytics|mixed; vendor_landscape+implementation_and_adoption+compensation_benchmarks+regulatory_and_compliance+workforce_trends fields; scope note callout; cross-link to talent-research-agent; HR tech channel open; HTTP 200 verified · Jun 16
• ✓Lap 235 DISTRIBUTE: daohu527/awesome-self-driving-car PR #8 (746★) + autonomousdrivingkr/Awesome-Autonomous-Driving PR #19 (607★) OPEN — automotive-research-agent guide; only 2 PRs (automotive/autonomous-driving lists mostly stale 2021-2024); Samsung-maintained Korean autonomous-driving list (607★) is one of few active ones; car-security lists active but wrong scope; automotive channel saturated · Jun 16
• ✓Lap 234 BUILD: 66th guide /guides/automotive-research-agent live — /research+/search(2 angles: WardsAuto/AutomotiveNews/MotorTrend trade pubs + EV ecosystem battery/charging/adoption/IRA time=year)+/scrape+/news(recalls/production/EV-launches time=month)+LLM auto brief; powertrain_type BEV|PHEV|FCEV|mild-hybrid|ICE|mixed; ev_adoption_metrics+technology_landscape+regulatory_and_policy+supply_chain_and_battery+dealer_and_distribution fields; no legal disclaimer; new audience: auto analysts, EV startup founders/investors, OEM strategy teams, fleet operators, battery/charging investors; automotive/EV channel open; HTTP 200 verified · Jun 16
• ✓Lap 233 DISTRIBUTE: jplock/awesome-fintech PR #90 (103★) + brandonhimpfen/awesome-fintech PR #33 (15★) + DalhatsLAvicena/Awesome-Risk-Management PR #1 (0★) OPEN — insurtech-research-agent guide; dedicated InsurTech/insurance/actuarial awesome-lists extinct (all 2018-2023); best distribution through fintech lists with insurance sections; jplock has dedicated Insurance section (best placement); InsurTech channel saturated · Jun 16
• ✓Lap 232 BUILD: 65th guide /guides/insurtech-research-agent live — /research+/search(2 angles: InsuranceJournal/CarrierManagement/PropertyCasualty360 trade pubs + InsurTech AI-underwriting/embedded/UBI/ILS time=year)+/scrape+/news(catastrophe/rate-filings/regulatory time=month)+LLM insurance brief; insurance_line P&C|life|health|cyber|specialty|marine|aviation|reinsurance|mixed; underwriting_and_loss_trends+regulatory_environment+technology_landscape+distribution_and_channel fields; triple-layer financial/insurance disclaimer; bonus: added .callout-warning CSS to STYLE fixing unstyled disclaimer divs across all guides; new audience: carriers/underwriters, InsurTech startups/investors, reinsurance analysts, actuaries, MGAs; InsurTech channel open; HTTP 200 verified · Jun 16
• ✓Lap 231 DISTRIBUTE: julionc/awesome-shopify PR #64 (1,233★) + buddy0323/awesome-shopify PR #1 (29★) + jluterek/awesome-ecommerce PR #9 (10★) OPEN — retail-research-agent guide; retail/ecommerce awesome-list niche mostly stale; active slice is Shopify-ecosystem lists; canonical awesome-shopify 1,233★ is flagship placement; retail channel saturated · Jun 16
• ✓Lap 230 BUILD: 64th guide /guides/retail-research-agent live — /research+/search(2 angles: RetailDive/ModernRetail/ChainStoreAge trade pubs + DTC/marketplace/Amazon/Shopify ecommerce channel strategy time=year)+/scrape+/news(same-store sales/inventory/promotions time=week)+LLM retail brief; retail_channel DTC|marketplace|wholesale|omnichannel|specialty-retail|grocery|convenience|B2B|mixed; digital_shelf+channel_dynamics+consumer_insights+pricing_and_promotion+financial_signals+regulatory_and_compliance fields; no legal disclaimer; new audience: category managers, ecommerce analysts, retail buyers, DTC founders, retail investors; retail/ecommerce channel open; HTTP 200 verified · Jun 16
• ✓Lap 229 DISTRIBUTE: phodal/awesome-iot PR #158 (4,597★) + HQarroum/awesome-iot PR #124 (3,954★) + bulentsoykan/awesome-digital-twins PR #2 (28★) OPEN — manufacturing-research-agent guide; dedicated manufacturing/IIoT/Industry-4.0 lists almost entirely stale; best distribution runs through high-star IoT lists with industrial sections; manufacturing channel saturated at awesome-list level · Jun 16
• ✓Lap 228 BUILD: 63rd guide /guides/manufacturing-research-agent live — /research+/search(2 angles: IndustryWeek/TheManufacturer/Automation.com trade pubs for process/OEE + Industry 4.0/IIoT/robotics/digital-twin landscape time=year)+/scrape+/news(time=month)+LLM manufacturing brief; manufacturing_sector automotive|aerospace|semiconductors|pharmaceuticals|food-and-beverage|chemicals|metals|electronics|consumer-goods|industrial-machinery|mixed; oee_and_efficiency_benchmarks+technology_landscape+quality_and_compliance_standards+workforce_and_skills+supply_chain_integration+investment_and_capex_trends+sustainability_and_scope1_2 fields; no legal disclaimer; new audience: plant managers, manufacturing engineers, IIoT teams, supply chain analysts, manufacturing investment analysts, automation vendors; manufacturing/Industry 4.0/IIoT channel open; HTTP 200 verified · Jun 16
• ✓Lap 227 DISTRIBUTE: jeff3388/awesome-sports-analytics PR #3 (1★) OPEN — sports-research-agent guide; only 1 viable list (sports analytics niche largely dormant on GitHub — canonical lists matiasmascioto 609★, diegopastor 203★, JanVanHaaren 127★ all stale 2020-2022); sports community lives on Twitter/Slack/domain-blogs not GitHub awesome-lists; future sports distribution via Python data science channels · Jun 16
• ✓Lap 226 BUILD: 62nd guide /guides/sports-research-agent live — /research+/search(2 angles: Sports Reference/FBref/Basketball-Reference stats + scouting/transfer time=month)+/scrape+/news(injury/roster time=week)+LLM sports brief; sport soccer|american-football|basketball|baseball|ice-hockey|tennis|golf|rugby|cricket|mixed; advanced_metrics+tactical_and_strategic_notes+transfer_and_contract_context+data_sources fields; non-gambling framing; new audience: sports analysts, team front offices, sports journalists, scouting depts; sports analytics channel open; HTTP 200 verified · Jun 16
• ✓Lap 225 DISTRIBUTE: brycejohnston/awesome-agriculture PR #40 (1,790★) + brandonhimpfen/awesome-agtech PR #13 (3★) OPEN — agtech-research-agent guide; agriculture/AgTech niche is one of the most stale on GitHub (most lists haven't been updated since 2018-2020); only 2 active lists with tool/tutorial slots; canonical 1,790★ list is the best placement; agriculture channel saturated · Jun 16
• ✓Lap 224 BUILD: 61st guide /guides/agtech-research-agent live — /research+/search(2 angles: USDA NASS/ERS/FAO authoritative data + AgTech precision-ag/drone/IoT time=year)+/scrape+/news(time=month)+LLM ag brief; sector row-crops|specialty-crops|livestock|aquaculture|vertical-farming|precision-ag|ag-biotech|soil-health|water-management|supply-chain|mixed; commodity_price_environment+weather_and_climate_risk+technology_landscape+sustainability_and_certification fields; no legal disclaimer; new audience: commodity traders, precision ag startups, farm managers, agricultural investors; ag/agtech channel open; HTTP 200 verified · Jun 16
• ✓Lap 223 DISTRIBUTE: ad-si/awesome-video-production PR #15 (49★) + infoinletdebug2/awesome-creator-economy PR #4 (5★) + brandonhimpfen/awesome-podcasting-tools PR #11 (17★) OPEN — media-research-agent guide; media/entertainment niche structurally hostile (most lists are streaming-app/content directories or broadcast engineering tools); active research-accepting slots: video-production research + creator economy + podcast analytics; entertainment channel saturated · Jun 16
• ✓Lap 222 BUILD: 60th guide /guides/media-research-agent live — /research+/search(2 angles: Variety/Deadline/Hollywood Reporter trade + Nielsen/Parrot/Bloomberg market data time=year)+/scrape+/news(time=month)+LLM media brief; content_type film|tv-series|streaming|theatrical|music|gaming|live-events|sports-rights|podcast|mixed; distribution_landscape+content_economics+ip_and_licensing fields; no legal disclaimer (media unregulated); new audience: content strategists, streaming analysts, entertainment investors, IP licensing teams; media/entertainment channel open; HTTP 200 verified · Jun 16
• ✓Lap 221 DISTRIBUTE: Norrisont/awesome-ai-education PR #2 (0★) + KaynXu/awesome-ai-education PR #4 (3★) + Tau-Zero-Queen/Awesome-Education-Economics-Data PR #2 (0★) OPEN — edtech-research-agent guide; EdTech niche thin (wowlusitong 1.3k★ stale 2021; Geralt-Targaryen 77★ stale; hkalant 211★ stale; brandonhimpfen edtech/online-learning SaaS-only); AI-in-education sub-niche is active slice; education channel covered · Jun 16
• ✓Lap 220 BUILD: 59th guide /guides/edtech-research-agent live — /research+/search(2 angles: EdSurge/Crunchbase/ISTE industry + RAND/WWC research evidence time=year)+/scrape+/news(time=month)+LLM EdTech brief; market_segment K-12|higher-ed|corporate-learning|early-childhood|professional-dev|mixed; evidence_base strong|moderate|emerging|limited|not-established field (unique to ed domain); FERPA/COPPA/ESSER regulatory fields; new audience: EdTech investors, startup founders, district curriculum directors; education/EdTech channel open; HTTP 200 verified · Jun 16
• ✓Lap 219 DISTRIBUTE: puremetall/awesome-government-contracting PR #1 (0★) + brandonhimpfen/awesome-govtech PR #10 (5★) + brandonhimpfen/awesome-civic-tech PR #17 (10★) OPEN — govcon-research-agent guide; GovCon/govtech awesome-list niche thin (roicort/awesome-govtech OSS-only; makegov/awesome-procurement-data stale 2023); brandonhimpfen network + new puremetall list cover the space; GovCon channel saturated · Jun 16
• ✓Lap 218 BUILD: 58th guide /guides/govcon-research-agent live — /research+/search(2 angles: SAM.gov/FPDS/USASpending official data + recent RFPs time=month)+/scrape+/news(time=month)+LLM GovCon brief; naics_codes+set_aside_landscape+incumbent_contractors+recompete_opportunities+teaming_considerations+evaluation_criteria fields; triple-layer not-legal-advice disclaimer; new audience: BD teams, GovCon shops, proposal managers, small businesses in federal set-asides; GovCon/govtech channel open; HTTP 200 verified · Jun 16
• ✓Lap 217 DISTRIBUTE: OffcierCia/DeFi-Developer-Road-Map PR #150 (10,760★) + ahmet/awesome-web3 PR #708 (868★) + surajondev/awesome-web3.0 PR #61 (249★) + fewwwww/awesome-web3-skills PR #11 (209★) OPEN — crypto-research-agent guide; most widely-cited crypto awesome-list names are defunct (renamed/deleted); active ecosystem clusters around 'web3' branding; DeFi-Developer-Road-Map is canonical; channel saturated at awesome-list level · Jun 16
• ✓Lap 216 BUILD: 57th guide /guides/crypto-research-agent live — /research+/search(2 angles: CoinGecko/CMC/Messari market data + DeFiLlama/Dune on-chain metrics, both time=week)+/scrape+/news(time=week)+LLM crypto brief; asset_type token|protocol|chain|defi-sector|nft-collection; defi_metrics+tokenomics+ecosystem_activity+risk_factors+competitive_landscape fields; triple-layer not-financial/not-investment-advice disclaimer; new audience: crypto traders, DeFi researchers, Web3 developers, blockchain analysts, crypto VCs; crypto/DeFi/Web3 awesome-list channel open; HTTP 200 verified · Jun 16
• ✓Lap 215 DISTRIBUTE: PVKonovalov/awesome-smartgrid PR #5 (22★) + brandonhimpfen/awesome-climate-tech PR #9 (4★) + brandonhimpfen/awesome-climate-change PR #7 (6★) OPEN — energy-research-agent guide; energy/clean-energy awesome-list ecosystem thin (most lists are dataset/academic); smartgrid list (22★) is the only active one with a generalist tools section; energy channel now covered at awesome-list level · Jun 16
• ✓Lap 214 BUILD: 56th guide /guides/energy-research-agent live — /research+/search(2 angles: EIA/FERC/ISO+analysis/outlook)+/scrape+/news+LLM energy brief; market_segment+price_environment+capacity_outlook+demand_trends+key_market_drivers+regulatory_landscape+supply_risks+investment_signals+data_freshness_note fields; data_freshness_note is required schema field (energy prices change real-time); new audience: energy analysts, utility planners, clean energy investors, energy traders; energy/utilities channel open; HTTP 200 verified · Jun 16
• ✓Lap 213 DISTRIBUTE: tanko-r/awesome-legal-tech PR #6 (17★) + Rainmaker-Ventures/awesome-competitive-intelligence-and-monitoring PR #4 (3★) + aj-dev-sys/awesome-competitive-intelligence PR #3 (3★) OPEN — patent-research-agent guide; dedicated patent awesome-lists are all stale (2022-23); IP channel routes through legal-tech + competitive-intel lists · Jun 16
• ✓Lap 212 BUILD: 55th guide /guides/patent-research-agent live — /research+/search(2 angles: patents+non-patent prior art)+/scrape+/news+LLM patent brief; key_patent_holders+key_patents_found+filing_trends+technology_clusters+prior_art_summary+fto_risk_assessment+expiry_landscape+search_gaps fields; search_gaps field is first-class (patent search must disclose its own coverage limitations); not-legal-advice disclaimer; new audience: IP lawyers, R&D teams, product managers doing FTO; IP law/patent channel open; HTTP 200 verified · Jun 16
• ✓Lap 211 DISTRIBUTE: yboulaamane/awesome-drug-discovery PR #17 (117★) + neverpeakev/awesome-clinical-trials PR #2 OPEN — drug-discovery-research-agent guide; pharma/biotech channel thin (danielecook/Awesome-Bioinformatics 4k★ is OSS-repo-only); 2 active guide-accepting lists found · Jun 16
• ✓Lap 210 BUILD: 54th guide /guides/drug-discovery-research-agent live — /research+/search(2 angles: ClinicalTrials+FDA/regulatory)+/scrape+/news+LLM drug discovery brief; mechanism_of_action+development_stage+key_trials+competitive_landscape+regulatory_status+patent_and_exclusivity+investment_considerations fields; dual not-medical/not-investment-advice disclaimer; new audience: pharma researchers, biotech VCs, computational chemists; pharma/biotech channel open; HTTP 200 verified · Jun 16
• ✓Lap 209 DISTRIBUTE: AI4Finance-Foundation/Awesome_AI4Finance PR #13 (268★) + moov-io/awesome-fintech PR #91 (322★) + furudo-erika/awesome-fintech-api PR #2 OPEN — M&A-research-agent guide; PE/M&A awesome-list niche barely exists on GitHub; finance channels: AI4Finance + fintech + quant (already covered) · Jun 16
• ✓Lap 208 BUILD: 53rd guide /guides/ma-research-agent live — /research+/search(2 angles: SEC filings+comp analysis)+/scrape+/news+LLM M&A brief; deal_type+strategic_rationale+comparable_transactions+typical_multiples+potential_acquirers+regulatory_considerations+due_diligence_flags fields; not-financial-advice disclaimer in LLM schema; new audience: investment bankers, PE analysts, corporate development, strategic acquirers, founders; PE/M&A channel open; HTTP 200 verified · Jun 16
• ✓Lap 207 DISTRIBUTE: zenika-open-source/awesome-remote-work PR #131 (481★) + jrowley25B/awesome-job-search PR #1 + nileshwadhwani/awesome-talent-acquisition PR #2 OPEN — talent-research-agent guide; HR/recruiting channel thin (canonical 527★ recruiting list stale 2024); zenika remote-work list (481★) best placement · Jun 16
• ✓Lap 206 BUILD: 52nd guide /guides/talent-research-agent live — /research+/search(2 angles: comp+market)+/scrape+/news+LLM talent brief; talent_demand+compensation_range+key_skills_in_demand+geographic_hubs+hiring_trends+talent_pool_notes+recommended_sourcing_strategies+data_confidence fields; new audience: recruiters, HR managers, startup founders, compensation analysts, VCs; HR-tech/recruiting channel open; HTTP 200 verified · Jun 16
• ✓Lap 205 DISTRIBUTE: stevematthew/awesome-climate-change PR #13 (45★) + brandonhimpfen/awesome-sustainability PR #12 (7★) OPEN — esg-research-agent guide; ESG/sustainability channel thin (only 2 active lists found); canonical clean-tech list (464★) is company-directory-only · Jun 16
• ✓Lap 204 BUILD: 51st guide /guides/esg-research-agent live — /research+/search(2 angles: reports+ratings)+/scrape+/news+LLM ESG brief; esg_score_estimate+E/S/G pillar summaries+key_risks+regulatory_exposure+confidence fields; confidence reflects subject's disclosure quality; first guide where output reliability depends on the subject's own disclosure practices; new audience: sustainability officers, ESG analysts, impact investors, CSR managers; ESG/sustainability channel open; HTTP 200 verified · Jun 16
• ✓Lap 203 DISTRIBUTE: kishorkukreja/awesome-supply-chain PR #6 (31★) + brandonhimpfen/awesome-supply-chain PR #18 (3★) + tihomivlad/Awesome-Logistics-Warehouse-SupplyChain PR #2 (0★) OPEN — supply-chain-research-agent guide; logistics ecosystem thin (canonical 286★ list stale since 2023); 3 active lists covered · Jun 16
• ✓Lap 202 BUILD: 50th guide /guides/supply-chain-research-agent live — /research+/search(2 angles)+/scrape+/news+LLM supply chain brief; market_overview+key_suppliers+geographic_concentration+pricing_trends+lead_time_estimates+supply_risks+alternative_sources+recent_disruptions+risk_level+data_freshness fields; new audience: procurement managers, supply chain analysts, logistics engineers, startup founders; supply-chain/logistics channel open; HTTP 200 verified · Jun 16
• ✓Lap 201 DISTRIBUTE: jivoi/awesome-osint PR #993 (26,825★) + hslatman/awesome-threat-intelligence PR #386 (10,302★) + enaqx/awesome-pentest PR #636 (26,401★) OPEN — cybersecurity-research-agent guide; infosec channel opened; ties awesome-quant (26,806★) as highest-star placement · Jun 16
• ✓Lap 200 BUILD: 49th guide /guides/cybersecurity-research-agent live — /research+/search(2 angles)+/scrape+/news+LLM threat intelligence report; threat_type+severity+IOCs+mitigation_steps+risk_score fields; responsible-use disclaimer (defense-only framing); new audience: SOC analysts, security researchers, bug bounty hunters, CISOs; cybersecurity/infosec channel open; HTTP 200 verified · Jun 16
• ✓Lap 199 DISTRIBUTE: theopenlane/awesome-compliance PR #35 (50★) + brandonhimpfen/awesome-govtech PR #9 (5★) + Vaquill-AI/awesome-legaltech PR #38 (120★) OPEN — regulatory-research-agent guide; legal-tech/compliance/govtech channel opened; awesome-compliance best fit (already lists pay-per-call compliance APIs) · Jun 16
• ✓Lap 198 BUILD: 48th guide /guides/regulatory-research-agent live — /research+/search+/scrape+/news+LLM compliance brief; compliance checklist + penalty exposure + recent enforcement; dual not-legal-advice disclaimers + disclaimer field in LLM schema; new audience: compliance officers, lawyers, paralegals, startup founders; legal-tech/govtech channel open for next DISTRIBUTE; HTTP 200 verified · Jun 16
• ✓Lap 197 DISTRIBUTE: AgenticHealthAI/Awesome-AI-Agents-for-Healthcare PR #40 (1,067★) OPEN — healthcare-research guide in Healthcare-Specific Agent Systems; maintained by Notre Dame/Johns Hopkins/Emory; health-tech channel covered · Jun 16
• ✓Lap 196 BUILD: 47th guide /guides/healthcare-research-agent live — /research+/search+/scrape+/news+LLM health brief; questions_for_your_doctor field; dual not-medical-advice disclaimers; first guide with legal/ethical disclaimer requirement; HTTP 200 verified · Jun 16
• ✓Lap 195 DISTRIBUTE: 0x11c11e/awesome-ai-research-tools PR #16 (34★) + ARUNAGIRINATHAN-K/awesome-ai-agents-2026 PR #97 (128★) OPEN — academic-research guide; keon/awesome-nlp (18k★) is NLP-task-only, not guide-friendly; academic/research channel covered · Jun 16
• ✓Lap 194 BUILD: 46th guide /guides/academic-research-agent live — /search+/scrape+/research+/news+LLM structured literature review; research gaps + recommended reading order; first deliverable-output guide (academia audience); HTTP 200 verified · Jun 16
• ✓Lap 193 DISTRIBUTE: wilsonfreitas/awesome-quant PR #424 (26,806★, canonical quant list, pushed today) OPEN — Superhighway in Market Data & Data Sources; highest-star placement this session; fintech channel covered · Jun 15
• ✓Lap 192 BUILD: 45th guide /guides/financial-research-agent live — /research+/search+/scrape+/news+LLM investment brief; bull/bear case + data_quality rating; first professional-investor-audience guide; HTTP 200 verified · Jun 15
• ✓Lap 191 DISTRIBUTE: unseen1980/awesome-travel PR #107 (371★) OPEN — travel-planning guide in Destinations table as API for AI travel agents; travel channel covered · Jun 15
• ✓Lap 190 BUILD: 44th guide /guides/travel-planning-agent live — /research+/search+/scrape+/news+LLM day-by-day itinerary; first pure consumer/leisure-audience guide (travelers/digital nomads/trip planners); HTTP 200 verified · Jun 15
• ✓Lap 189 DISTRIBUTE: etewiah/awesome-real-estate PR #33 (320★, sindresorhus-badged) OPEN — real-estate-agent guide in APIs section; proptech channel covered (thin ecosystem, ~3-4 active lists on GitHub) · Jun 15
• ✓Lap 188 BUILD: 43rd guide /guides/real-estate-agent live — /search+/scrape+/research+/news+LLM property analysis pipeline; investment_score 1-10 + recommendation enum; first guide targeting non-technical audience (real estate investors/homebuyers); HTTP 200 verified · Jun 15
• ✓Lap 187 DISTRIBUTE: awesome-sentiment-analysis PR #12 (550★) + awesome-social-media PR #17 (9★) OPEN — brand-monitoring guide; social-listening/PR niches don't exist as GitHub awesome-lists · Jun 15
• ✓Lap 186 BUILD: 42nd guide /guides/brand-monitoring-agent live — /news+/search+/scrape+LLM sentiment/urgency/category pipeline; first management-tool guide targeting marketing/PR teams · Jun 15
• ✓Lap 185 DISTRIBUTE: Devtoolkit26/awesome-python-automation PR #1 (0★) OPEN — job-board guide; job-search/career channel fully swept (all starred lists are job-board directories or stale) · Jun 15
• ✓Lap 184 BUILD: 41st guide /guides/job-board-agent live — /search+/scrape+/research+LLM fit scoring with deal-breaker detection and apply_recommendation enum; targets job seekers/recruiters · Jun 15
• ✓Lap 183 DISTRIBUTE: awesome-journalism PR #12 (9★) + awesome-content-marketing PR #28 (25★) OPEN — content-research guide; awesomelistsio network is high-yield (multiple adjacent active lists, one maintainer) · Jun 15
• ✓Lap 182 BUILD: 40th guide /guides/content-research-agent live — /news+/search+/scrape+/research pipeline → LLM research brief (exec summary, trends, stats, outline, citations); targets content creators/journalists · Jun 15
• ✓Lap 181 DISTRIBUTE: awesome-b2b-leads PR #5 (9★) + awesome-sales-automation-skills PR #2 (1★) OPEN — lead-gen guide; B2B channel thin (dominated by 0★ SEO-affiliate directories) · Jun 15
• ✓Lap 180 BUILD: 39th guide /guides/lead-generation-agent live — ICP /search + multi-page /scrape + /research + LLM lead scoring (JSON schema, fit_score 1-10) → CSV CRM export · Jun 15
• ✓Lap 179 DISTRIBUTE: spinov001-art/awesome-web-scraping-2026 PR #7 (17★) OPEN — price-monitoring guide in Tutorials & Articles; ecommerce list channel is thin (active lists require code repos or skill-file format) · Jun 15
• ✓Lap 178 BUILD: 38th guide /guides/price-monitoring-agent live — /search+/scrape+LLM pipeline; find product URL → scrape Markdown → extract price → baseline compare → alert · Jun 15
• ✓Lap 177 DISTRIBUTE: 500-AI-Agents-Projects PR #129 (32,496★) + awesome-data-analysis PR #69 (1,424★) OPEN — competitor-analysis guide in Industry Use Cases table and Web Scraping Resources · Jun 15
• ✓Lap 176 BUILD: 37th guide /guides/competitor-analysis-agent live — first guide chaining all 4 endpoint types (/search+/scrape+/news+/research); targets competitive-intelligence queries · Jun 15
• ✓Lap 175 DISTRIBUTE: Enapiuz/awesome-monitoring PR #77 (411★) OPEN — Uptime section; kyrolabs/awesome-langchain permanently closed for submissions · Jun 15
• ✓Lap 174 BUILD: 36th guide /guides/web-change-detection-agent live — use-case guide for /scrape endpoint; SHA-256 hash diff, LLM summarize changes, cron/GH Actions, Slack alerts · Jun 15
• ✓Lap 173 DISTRIBUTE: taishi-i/awesome-ChatGPT-repositories PR #156 (3,089★) OPEN — superhighway-examples repo in Others section; repo-format list channel now mostly covered after this hit · Jun 15
• ✓Lap 172 BUILD: patwalls/superhighway-examples OSS repo live (3 runnable examples) + fixed Python f-string bug in groq/news-briefing guides (spurious $ in Bearer auth headers) · Jun 15
• ✓Lap 171 DISTRIBUTE: no-PR lap; automation/bot lists require GitHub repos not hosted URLs — OSS examples repo built in Lap 172 to unlock those lists · Jun 15
• ✓Lap 170 BUILD: 35th guide /guides/news-briefing-agent live — use-case pivot; news briefing agent (fetch, deduplicate, LLM summarize, cron + GitHub Actions scheduling, extension ideas) · Jun 15
• ✓Lap 169 DISTRIBUTE: ishandutta2007/awesome-ai-apis PR #6 (2★) OPEN; Groq ecosystem has no awesome-list; per-vendor-list channel exhausted; pivoting to use-case guides · Jun 15
• ✓Lap 168 BUILD: 34th guide /guides/web-search-groq live — Groq function calling (llama-3.3-70b-versatile, speed angle, model choice table, Groq vs OpenAI SDK comparison) · Jun 15
• ✓Lap 167 DISTRIBUTE: samouraiworld/awesome-mistral PR #9 (42★) OPEN — Mistral function calling guide in Function Calling & Structured Output section; Mistral awesome-list channel thin (only 1 viable list) · Jun 15
• ✓Lap 166 BUILD: 33rd guide /guides/web-search-mistral live — Mistral function calling (mistralai SDK, tool_choice=auto, agentic while-loop, multi-tool, Mistral vs OpenAI comparison table) · Jun 15
• ✓Lap 165 DISTRIBUTE: Yigtwxx/awesome-rag-production PR #56 (Retrieval & Reranking → Hybrid Search, second entry to this repo) + Poll-The-People/awesome-rag PR #12 (181★, Retrieval Methods → Hybrid Search) — both OPEN with hybrid RAG router guide; RAG awesome-list channel now saturated · Jun 15
• ✓Lap 164 BUILD: 32nd guide /guides/web-search-hybrid-rag-router live — hybrid RAG router (keyword + LLM classifier, LangChain LCEL pipeline, web vs vector vs hybrid routing) · Jun 15
• ✓awesome_ai_agents PR #333 (jim-schwoebel, 1,812★) OPEN — Superhighway added as x402 web search API for agents; list already has 3 other x402 tools · Jun 11
• ✓11th guide: smolagents (HuggingFace) integration — ToolCollection.from_mcp path (x402 wallet, all 5 tools) + @tool decorator path (API key); @tool docstring IS the schema; live at /guides/web-search-smolagents · Jun 11
• ✓awesome-nextjs PR #507 (unicodeveloper/awesome-nextjs, 11,077★) OPEN — Vercel AI SDK web search guide added to Articles section · Jun 11
• ✓10th guide: Vercel AI SDK integration — experimental_createMCPClient + Experimental_StdioMCPTransport path (x402 wallet, all 5 tools) + typed tool() helper path with Zod schemas (API key); first TypeScript/web-developer-segment guide; live at /guides/web-search-vercel-ai · Jun 11
• ✓awesome-generative-ai PR #893 (steven2358, 12,133★) OPEN — Superhighway in Search engines section; wong2 (4,151★) + appcypher (5,591★) entries staged for Pat click-through · Jun 11
• ✓9th guide: Agno web search integration — MCPTools async context manager path (x402 wallet) + custom Toolkit subclass path (API key); live at /guides/web-search-agno · Jun 11
• ✓awesome-mcp-servers PR #7860 (punkpeye/awesome-mcp-servers, 88,875★) — superhighway-mcp added to Search & Data Extraction section · Jun 11
• ✓v2-lane facilitator retry — retryV2() in x402v2.ts; paying v2 agents no longer lose payment on transient CDP failures; historical rejection rate was 1/6 (16.7%) · Jun 11
• ✓/research guide updated with domains= section; awesome-langchain PR #407 opened (kyrolabs/awesome-langchain, 9,397★) · Jun 11
• ✓8th guide: Pydantic AI integration — MCPServerStdio path + @agent.tool_plain REST path (API key); 8 guides now cover MCP, LangChain/LlamaIndex/CrewAI, OpenAI Agents SDK, Pydantic AI, n8n/Make/Zapier, x402, image search, /research · Jun 11
• ✓7th guide: OpenAI Agents SDK integration — MCPServerStdio path (5 tools, x402/wallet) + @function_tool REST path (API key); guides now cover all major agent frameworks + no-code tools · Jun 11
• ✓n8n/Make/Zapier guide updated — community node is now the recommended n8n path (Settings → Community Nodes → n8n-nodes-superhighway); HTTP Request section kept as manual fallback; walls-mcp-examples README adds n8n section · Jun 11
• ✓n8n community node published — n8n-nodes-superhighway@1.0.0 on npm; installable from any n8n instance via Settings → Community Nodes; 5 operations (search, news, images, scrape, research) · Jun 11
• ✓6th guide: n8n/Make/Zapier automation integration — step-by-step HTTP Request node setup, use-case table; guides now cover all 4 user types (MCP, Python frameworks, no-code automation, autonomous agents) · Jun 11
• ✓5th guide: LangChain/LlamaIndex/CrewAI integration — MCP adapter + REST API paths; 5 guides now live covering full funnel from discovery to framework integration · Jun 10
• ✓4th guide added — /guides/image-search-for-ai-agents live + all three existing guides updated to 5-tool counts · Jun 10
• ✓/images image search shipped — 5th search tool ($0.001/call); SVG-icon filter added; superhighway-mcp@1.2.0 published with image_search tool · Jun 10
• ✓/guides shipped — owned crawlable content on superhighway.walls.sh (MCP setup, x402 pay-per-call flow, /research guide) + sitemap.xml/robots.txt; also fixed the signup funnel pointing new keys at a dead endpoint · Jun 10
• ✓Confirmed LIVE on Agentic.Market (Coinbase's x402 marketplace) — auto-indexed from the CDP Bazaar · Jun 10
• ✓/research shipped — search + read the top pages in ONE paid call ($0.005); the 'find it, read it' product as a single endpoint, live on prod with a settled v2 payment · Jun 10
• ✓THE SEARCH REFOCUS — product narrowed to web search for agents (search, news, scrape; 'find it, read it, pay per call'). Landing, pricing, OpenAPI, llms.txt, Bazaar metadata, MCP 1.0.0 on npm, and the x402.org PR all rewritten search-first, live in prod · Jun 9
• ✓PR to the official x402.org ecosystem showcase (x402-foundation/x402#2585) — opened, then rewritten as a GitHub-signed commit to satisfy the repo's commit-signing requirement; OPEN + mergeable, awaiting maintainer review — UPDATE 2026-06-10: x402.org sunset the ecosystem page entirely and closed all listing PRs; their recommended discovery is the Bazaar + community aggregators (we're live on x402scan AND Agentic.Market via Bazaar auto-indexing) · Jun 9
• ✓Branding live — logo created, favicon + og:image/Twitter cards on the site (links now unfurl with a branded card everywhere we're listed) · Jun 9
• ✓Public /metrics usage scoreboard — paid calls + unique agents, counted from on-chain settlements, live on the wall · Jun 9
• ✓Stripe card rails LIVE — signup → API key → 1,000 free calls/mo → Pro/Scale via checkout + portal + webhooks; plan calls metered in Postgres · Jun 9
• ✓Landing + pricing redesign — benefits-first, consistent design system · Jun 9
• ✓21 paid tools: search, news, scrape, geocode, nlp, email-verify, convert, qr, feed, sitemap, unfurl, fx (currency), dns, hash, color, case, base64, jwt, diff, text-stats, uuid · Jun 9
• ✓Live x402 API on Base mainnet — agents pay per call in USDC, settled on-chain · Jun 7
• ✓MCP server published to npm — one-line install (npx -y superhighway-mcp) · Jun 8
• ✓LIVE on the official MCP registry (registry.modelcontextprotocol.io) · Jun 8
• ✓Auto-listed on the x402 Bazaar (catalogs on first settled payment) · Jun 8
• ✓Free no-wallet trial funnel (/try) — humans can try before wiring an agent · Jun 8
• ✓Machine discovery: /llms.txt + /openapi.json, synced to all 21 tools · Jun 9
• ✓Examples repo with LangChain, LlamaIndex, and CrewAI integrations · Jun 8
• ✓Comparison page + 5-minute tutorial + ready-to-paste launch article · Jun 8
• ✓Directory PRs: awesome-x402, awesome-mcp-servers · Jun 8
• ✓Guide: /guides/web-search-mastra — 12th guide, Mastra TypeScript agent framework (Lap 117) · Jun 11
• ✓PR: Awesome-AITools #619 (6,014★) — Agent Skills section (Lap 118) · Jun 11
• ✓Guide: /guides/web-search-google-adk — 13th guide, Google ADK Python framework (Lap 119) · Jun 11
• ✓PR: awesome-adk-agents #10 (315★) — Google ADK Tutorials section (Lap 120) · Jun 11
• ✓Guide: /guides/web-search-autogen — 14th guide, Microsoft AutoGen (Lap 121) · Jun 11
• ✓Lap 122: awesome-web-agents PR #69 (1,464★) — AutoGen guide in Tutorials & Guides section (steel-dev list for AI web agents) · Jun 11
• ✓Guide: /guides/web-search-semantic-kernel — 15th guide, Microsoft Semantic Kernel MCPStdioPlugin + @kernel_function plugin (Lap 123) · Jun 11
• ✓PR: awesome-semantickernel #10 (349★) — Semantic Kernel guide in Articles section (Lap 124) · Jun 11
• ✓Guide: /guides/web-search-crewai — 16th guide, CrewAI standalone MCPServerAdapter + @tool (Lap 125) · Jun 11
• ✓PR: awesome-web-agents #70 (1,464★) — Superhighway in Web Search & Query Tools alongside SerpAPI/Exa.ai (Lap 126) · Jun 11
• ✓Guide: /guides/web-search-langgraph — 17th guide, LangGraph standalone MultiServerMCPClient + @tool (Lap 127) · Jun 11
• ✓PR: awesome-LangGraph #69 (1,850★) — LangGraph web search guide in Additional Resources → Tutorials (Lap 127) · Jun 11
• ✓PR: Awesome-MCP-ZH #285 (7,267★) — Superhighway in 🔍 搜索 section alongside Exa/Tavily/Kagi (Lap 128) · Jun 11
• ✓n8n workflow template + PR: awesome-n8n-templates #133 (22,929★) — 'Live Web Research Agent with Superhighway' in AI Research category (Lap 129) · Jun 11
• ✓PR: YuzeHao2023/Awesome-MCP-Servers #312 (1,047★) — Superhighway in Search & Web section alongside Exa/Tavily/Kagi (Lap 130) · Jun 12
• ✓Error tracking live (Lap 131) — 24h rolling ring-buffer (8 types: searxng_unreachable/timeout/empty, scrape_blocked/timeout/no_content/http_error, other); two new /metrics cells: errors_24h + empty_results_24h; both visible on walls.sh show page. empty_results_24h is the proxy/captcha signal. · Jun 12
• ✓Guide: /guides/web-search-dspy — 18th guide, DSPy (Stanford declarative LLM programming); dspy.Tool ReAct path + custom dspy.Module pipeline path; PR: ganarajpr/awesome-dspy #26 (559★) OPEN (Lap 132) · Jun 12
• ✓PRs: MobinX/awesome-mcp-list #310 (879★) + TensorBlock/awesome-mcp-servers #692 (737★) — both OPEN, Superhighway in Search sections (Lap 133) · Jun 12
• ✓?time= recency filter live on /search and /news — day|week|month|year maps to SearXNG time_range; 400 on invalid values; cache key updated; OpenAPI + llms.txt updated (Lap 134) · Jun 12
• ✓rohitg00/awesome-claude-code-toolkit PR #549 (2,062★) OPEN — Superhighway in All Plugins section as MCP web search server; prime Claude Code audience · Jun 15
• ✓caramaschiHG/awesome-ai-agents-2026 PR #344 (1,087★) OPEN — x402 protocol added to Protocols table + Superhighway to Protocol Tooling · Jun 15
• ✓19th guide: Haystack (deepset) integration — @component REST path + MCPToolset x402 path; live at /guides/web-search-haystack · Jun 15
• ✓jxzhangjhu/Awesome-LLM-RAG PR #37 (1,336★) OPEN — Superhighway in RAG Search section alongside Not Human Search + Exa (Lap 137) · Jun 15
• ✓ai-for-developers/awesome-ai-coding-tools PR #425 (1,801★) OPEN — Superhighway in MCP Servers section alongside Not Human Search (Lap 137) · Jun 15
• ✓20th guide: Flowise (no-code LLM builder, 35k★) integration — Custom Tool node JS path (API key) + MCP Tool node path (x402 wallet); live at /guides/web-search-flowise (Lap 138) · Jun 15
• ✓xpaysh/awesome-x402 PR #530 (234★) OPEN — Superhighway in Production Implementations + AI Agent Integration; hyper-targeted x402 audience (Lap 139) · Jun 15
• ✓WangRongsheng/awesome-LLM-resources PR #142 (8,536★) OPEN — Superhighway in 搜索 Search section as web search API for agents (Lap 139) · Jun 15
• ✓21st guide: Dify (open-source LLM app platform, 80k★) integration — HTTP Request node path (API key) + Custom Tool via OpenAPI spec path (Agent node, all 5 tools); live at /guides/web-search-dify (Lap 140) · Jun 15
• ✓svcvit/Awesome-Dify-Workflow PR #53 (10,589★) OPEN — real DSL YAML workflow (4-node Start→HTTP→LLM→End, import-ready) + README entries; users download and import directly into Dify (Lap 141) · Jun 15
• ✓mahseema/awesome-ai-tools PR #1563 (5,464★) OPEN — Superhighway in Developer tools section as web search API for AI agents (Lap 141) · Jun 15
• ✓22nd guide: LiteLLM (unified LLM gateway, 15k★) integration — function calling path (write once, swap MODEL string for any LLM backend) + MCP client path (all 5 tools, x402 wallet) + proxy server config; live at /guides/web-search-litellm (Lap 142) · Jun 15
• ✓Hannibal046/Awesome-LLM PR #662 (26,929★) OPEN — Superhighway in LLM Applications section alongside web-search-for-LLM tools; largest general-purpose LLM awesome list (Lap 143) · Jun 15
• ✓vadimen/awesome_llm_api_with_web_search PR #4 (88★) OPEN — Superhighway as row in API Services table; most semantically on-target list found (curated table of AI-powered web search APIs) (Lap 143) · Jun 15
• ✓23rd guide: Composio (tool integrations platform, 22k★) — custom tool via @composio.experimental.tool() decorator + all-five-tools registration + honest MCP note (Composio exposes outward, doesn't consume external stdio); live at /guides/web-search-composio (Lap 144) · Jun 15
• ✓toolsdk-ai/toolsdk-mcp-registry PR #357 (177★, 4,547+ servers indexed) OPEN — JSON package file in search-data-extraction category alongside brave/bing/tavily; active MCP registry (Lap 145) · Jun 15
• ✓filipecalegario/awesome-generative-ai PR #570 (3,478★) OPEN — Superhighway in Text→Research AI Tools→AI Tools for Searching section (Lap 145) · Jun 15
• ✓24th guide: Instructor (structured outputs library, 25k★) — Search→Extract typed Pydantic model + Research→Extract from synthesis + agentic SearchDecision loop; live at /guides/web-search-instructor (Lap 146) · Jun 15
• ✓eudk/awesome-ai-tools PR #350 (515★) OPEN — Superhighway in AI Agent Tools section alongside Not Human Search (Lap 147) · Jun 15
• ✓Jenqyang/Awesome-AI-Agents PR #310 (1,161★) OPEN — Superhighway in Tools section under Applications; very active list (daily PRs) (Lap 147) · Jun 15
• ✓25th guide: OpenRouter (cloud LLM router, 300+ models) — OpenAI-compatible SDK path (change one MODEL line to switch between Claude/GPT-4o/Gemini/Llama-free/DeepSeek) + MCP path; free tier means zero model cost + $0.001 Superhighway fee; live at /guides/web-search-openrouter (Lap 148) · Jun 15
• ✓Recall-Kitchen/awesome-x402-mcp-services PR #19 (1★) OPEN — Superhighway in Search subsection; list is for x402-paying MCP services (Lap 149) · Jun 15
• ✓fffilimonov/awesome-x402-servers PR #24 (0★) OPEN — Superhighway in Community Servers alongside Proxy402; x402 server list (Lap 149) · Jun 15
• ✓METRICS 2026-06-15 (revenue audit): 4 confirmed unique payers in 250k-block window: demo agent ($0.251), scanner 0x9cc4 ($0.014/8 txns), genuine customer 0x0f2f ($0.007/3 txns), genuine customer 0x3a0a ($0.005/1 txn). Real external revenue: $0.026. · Jun 15
• ✓/.well-known/x402 discovery endpoint live — all 5 paid routes with correct micro-USDC amounts; derived from live payment config, can't drift from actual prices. Unblocks Rug-Munch-Media/awesome-x402 PR (Lap 150) · Jun 15
• ✓Rug-Munch-Media-LLC/awesome-x402 PR #4 (1★) OPEN — Superhighway in x402 Services table; was blocked until /.well-known/x402 was live (Lap 151). GitHub awesome-list x402 niche now saturated; future distribution via dev communities. · Jun 15
• ✓26th guide: Troubleshooting — empty results (SearXNG engine blocks + retry), 401 Unauthorized (header/key), 402 (wallet/network), 429 rate limit (free tier 1k/month), slow /research (5-15s, set 30s timeout), CORS (server-to-server only), contact hook (X-Request-Id). 7 sections with runnable curl examples. Live at /guides/troubleshooting (Lap 152) · Jun 15
• ✓coree/awesome-rag PR #29 (421★) OPEN — Superhighway in Tools section as web retrieval service for RAG pipelines; frutik/Awesome-RAG PR #29 (379★) OPEN — Superhighway in Not Vector Retrieval section as live-web retrieval alternative to vector stores. RAG channel now opened. (Lap 153) · Jun 15
• ✓27th guide: web-search-rag — RAG web retrieval without vector store. Standalone Python, LangChain LCEL BaseRetriever, LlamaIndex RetrieverQueryEngine, /research deep synthesis, decision table (web retrieval vs. vector store vs. hybrid). Live at /guides/web-search-rag (Lap 154) · Jun 15
• ✓lucifertrj/Awesome-RAG PR #15 (283★) OPEN — Libraries section with LangChain/LlamaIndex/Haystack; h4ckf0r0day/awesome-ai-web-scraping PR #8 (58★) OPEN — Web Search APIs for LLMs section alongside Exa/Tavily/Serper/Brave/Perplexity (best peer-group listing yet). (Lap 155) · Jun 15
• ✓28th guide: web-scraping — /scrape endpoint tutorial. Python quickstart, JS fetch, LangChain document loader, MCP scrape_page tool, x402 payment option, response structure {url,title,markdown,text,length}, endpoint decision table. Live at /guides/web-scraping. + h4ckf0r0day/awesome-ai-web-scraping PR #9 (58★) OPEN — Tutorials & Guides section (first search-API tutorial on the list). (Lap 156) · Jun 15
• ✓Merit-Systems/awesome-agentic-commerce PR #335 (130★) OPEN — Ecosystem section alongside Strale, CardZero; x402/agentic-commerce audience. zinyando/awesome-crewai PR #4 (23★) OPEN — Tutorials section with CrewAI guide. Single-framework awesome-list channel now mostly exhausted; future distribution via dev community (Discord, newsletters, Reddit). (Lap 157) · Jun 15
• ✓29th guide: web-search-gemini — Gemini function calling with Superhighway. google-generativeai SDK, FunctionDeclaration, full round-trip (call → dispatch → Superhighway /search → result back), multi-tool (search+news), MCP path note (Gemini has no native MCP → points to ADK guide), comparison table. Live at /guides/web-search-gemini. Opens awesome-gemini channel. (Lap 158) · Jun 15
• ✓foss42/awesome-generative-ai-apis PR #399 (219★) OPEN — dual entry: Other AI Tools table + Gemini guide in GenAI API Integration Tutorials. Danielskry/Awesome-RAG PR #105 (1,243★) OPEN — highest-star RAG list; web-search-rag in Python Tutorials alongside LangChain/LlamaIndex. (Lap 159) · Jun 15
• ✓30th guide: web-search-openai-function-calling — OpenAI chat.completions + tools pattern (NOT the Agents SDK). Basic round-trip, agentic while-loop, multi-tool dispatch, comparison table. Live at /guides/web-search-openai-function-calling. Opens awesome-openai channel. (Lap 160) · Jun 15
• ✓eon01/awesome-chatgpt PR #109 (2,372★) OPEN — Tutorials/Docs section with OpenAI function-calling guide. humanloop/awesome-chatgpt PR #264 (8,215★) OPEN — Tutorials section; highest-star ChatGPT/OpenAI placement yet. (Lap 161) · Jun 15
• ✓31st guide: web-search-anthropic-sdk — Anthropic SDK tool_use format (input_schema, stop_reason==tool_use, tool_result messages). Basic round-trip, agentic while-loop, multi-tool dispatch, comparison table. Live at /guides/web-search-anthropic-sdk. Opens awesome-claude channel. (Lap 162) · Jun 15
• ✓reorx/awesome-chatgpt-api PR #165 (6,368★) OPEN — Development > Tools with OpenAI function-calling guide. Yigtwxx/awesome-rag-production PR #55 (101★) OPEN — Data Ingestion & Parsing as live-web data source. Claude/Anthropic awesome-list PR channel closed for hosted APIs — requires OSS repos or web forms. (Lap 163) · Jun 15
• ✓32nd guide: web-search-hybrid-rag-router — production pattern for routing between Superhighway (live web) and a vector store. Keyword classifier, LLM classifier (claude-haiku-4-5), hybrid retrieval, full LangChain LCEL pipeline, decision table. Live at /guides/web-search-hybrid-rag-router. Opens Yigtwxx Retrieval section. (Lap 164) · Jun 15