{"securityAudit":null,"logoUrl":"/logos/anythingllm.png","id":"anythingllm","slug":"anythingllm","name":"AnythingLLM","summary":"Private AI chat over your own documents, on your computer or your own server.","type":"free_oss","hasFreePlan":false,"license":{"spdx":"MIT","type":"permissive","needsReview":false},"trust":{"status":"caution","reasons":["A high-severity advisory (remote code via an agent skill) has no patched version listed."]},"pricing":{"model":"free","basePrice":0,"perSeat":null,"perLocation":null,"estHostingMonthly":0,"label":"$0"},"setupEffort":null,"setupLevel":"one_click","aiMaturity":"ga","worksWith":[],"problemIds":["accounting-2","beauty-5","child-care-1","cleaning-1","health-practices-2","real-estate-3","restaurants-3","accounting-1","child-care-4","child-care-5"],"rating":null,"securityAudits":[],"url":"https://anythingllm.com","aiCapabilities":"Private ChatGPT over your own documents (RAG), no-code AI agent builder, scheduled AI tasks, embeddable website chat widget; runs local models (built-in engine/Ollama) or OpenAI/Anthropic etc. with your key.","byoAiKey":false,"priceNotes":"Free license. Hosting estimate: $0 (desktop app + local model) or $50-99/mo hosted, plus any LLM API usage","pricingSourceUrl":null,"priceCheckedAt":"2026-11-05","complianceFlags":[],"affiliate":false,"oss":{"repoUrl":"https://github.com/Mintplex-Labs/anything-llm","licenseSpdx":"MIT","licenseType":"permissive","licenseReview":"auto","copyleftNote":null,"openCoreNote":"Core MIT (confirmed in TERMS_SELF_HOSTED.md). Multi-user and website chat widget are Docker-version only; paid hosted plans and enterprise agreements available.","stars":67974,"lastReleaseAt":"2026-10-26","latestReleaseTag":null,"backing":"Mintplex Labs Inc. (company).","hostedOptions":"Free desktop app (Mac/Windows/Linux, one installer); official hosted plans $50/mo and $99/mo; Elestio managed; self-host Docker free.","securityNote":"23 advisories in last 12 months (1 critical XSS-to-RCE via LLM response injection, patched 1.11.2+; 5 high). 3 advisories have no patched version listed, incl. a high 'RCE via ripgrep --pre argument injection in filesystem-search-files agent skill' (2026-05-21) — keep that agent skill disabled unless confirmed fixed, and keep instance private."},"trustChecks":[{"key":"admin_verified","label":"Admin-verified listing","pass":true,"note":"Reviewed by the Catervas team: links and prices checked Nov 5, 2026","checkedAt":"2026-11-05"},{"key":"license","label":"License verified","pass":true,"note":"MIT is on the license allow-list","evidenceUrl":"https://github.com/Mintplex-Labs/anything-llm","checkedAt":"2026-11-05"},{"key":"maintenance","label":"Active maintenance","pass":true,"note":"Last release or commit 2026-10-26","evidenceUrl":"https://github.com/Mintplex-Labs/anything-llm","checkedAt":"2026-11-05"},{"key":"security","label":"No open critical security advisories","pass":false,"note":"A high-severity advisory (remote code via an agent skill) has no patched version listed.","evidenceUrl":"https://github.com/Mintplex-Labs/anything-llm/security/advisories","checkedAt":"2026-11-05"},{"key":"privacy","label":"Privacy and data policy","pass":true,"note":"Self-hosted: your data stays on your own hosting.","checkedAt":"2026-11-05"},{"key":"backing","label":"Company or foundation backing","pass":true,"note":"Mintplex Labs Inc. (company).","evidenceUrl":"https://github.com/Mintplex-Labs/anything-llm","checkedAt":"2026-11-05"}],"problems":[{"id":"accounting-1","industryId":"accounting","rank":1,"title":"Staff shortage and tax-season burnout","summary":"Finding qualified staff is a top issue for most CPA firms, and the pipeline of new accountants is thin. Workload peaks every tax season.","theme":"hiring","strength":0.6,"howItHelps":"Load IRS publications, Maryland Comptroller guidance, firm memos, payer policy manuals or state disclosure rules into a private workspace and ask questions in plain English with cited answers. It works like an in-house research assistant during busy season."},{"id":"accounting-2","industryId":"accounting","rank":2,"title":"Keeping up with tax-law changes (federal and Maryland)","summary":"Keeping up with changing tax laws is the top issue for solo and small firms. Small practices often lack the research resources of larger firms.","theme":"compliance","strength":1,"howItHelps":"Load IRS publications, Maryland Comptroller guidance, firm memos, payer policy manuals or state disclosure rules into a private workspace and ask questions in plain English with cited answers. It works like an in-house research assistant during busy season."},{"id":"beauty-5","industryId":"beauty","rank":5,"title":"Licensing, CE tracking, sales tax and bookkeeping","summary":"From 2026, Maryland cosmetology licensees must complete continuing education each renewal cycle. Owners also handle salon permits, sales tax and bookkeeping.","theme":"compliance","strength":1,"howItHelps":"Load your handbook, SOPs, cleaning checklists and state licensing rules (e.g. MSDE/COMAR regs) to get a private assistant that answers new-staff questions, explains compliance requirements, and drafts/translates parent daily reports or notices for multilingual families."},{"id":"child-care-1","industryId":"child-care","rank":1,"title":"Hiring, keeping and onboarding qualified staff","summary":"Staffing is the top challenge for child care centers, and burnout is common. Maryland lost an estimated 27% of its child care workers between 2019 and 2022.","theme":"hiring","strength":1,"howItHelps":"Load your handbook, SOPs, cleaning checklists and state licensing rules (e.g. MSDE/COMAR regs) to get a private assistant that answers new-staff questions, explains compliance requirements, and drafts/translates parent daily reports or notices for multilingual families."},{"id":"child-care-4","industryId":"child-care","rank":4,"title":"Licensing compliance and paperwork (MSDE, EXCELS, training hours)","summary":"Maryland providers must track ratios, staff credentials, training hours, immunizations and incidents. Providers say the paperwork is heavy and often requested more than once.","theme":"compliance","strength":0.6,"howItHelps":"Load your handbook, SOPs, cleaning checklists and state licensing rules (e.g. MSDE/COMAR regs) to get a private assistant that answers new-staff questions, explains compliance requirements, and drafts/translates parent daily reports or notices for multilingual families."},{"id":"child-care-5","industryId":"child-care","rank":5,"title":"Daily reports, lesson plans, billing and parent messages","summary":"Directors and home providers juggle teaching with daily reports, lesson plans, attendance, billing and family messages. Many families also need messages in other languages.","theme":"admin-paperwork","strength":0.6,"howItHelps":"Load your handbook, SOPs, cleaning checklists and state licensing rules (e.g. MSDE/COMAR regs) to get a private assistant that answers new-staff questions, explains compliance requirements, and drafts/translates parent daily reports or notices for multilingual families."},{"id":"cleaning-1","industryId":"cleaning","rank":1,"title":"Hiring and keeping cleaners amid very high turnover","summary":"Labor makes up most of a cleaning company's costs, and turnover often runs 200–400% a year. Most commercial cleaners say hiring and keeping staff is their top risk.","theme":"hiring","strength":1,"howItHelps":"Load your handbook, SOPs, cleaning checklists and state licensing rules (e.g. MSDE/COMAR regs) to get a private assistant that answers new-staff questions, explains compliance requirements, and drafts/translates parent daily reports or notices for multilingual families."},{"id":"health-practices-2","industryId":"health-practices","rank":2,"title":"Prior authorizations and payer paperwork eat staff time","summary":"Practices complete about 39 prior authorizations per physician each week, taking around 13 hours. Most physicians say this paperwork adds to burnout.","theme":"admin-paperwork","strength":1,"howItHelps":"Load IRS publications, Maryland Comptroller guidance, firm memos, payer policy manuals or state disclosure rules into a private workspace and ask questions in plain English with cited answers. It works like an in-house research assistant during busy season."},{"id":"real-estate-3","industryId":"real-estate","rank":3,"title":"Transaction paperwork, deadlines and compliance","summary":"Since the 2024 NAR settlement, buyer agreements, disclosures and contract deadlines must be documented carefully on every deal. Deadline tracking and document checks are still mostly manual for solo agents.","theme":"compliance","strength":1,"howItHelps":"Load IRS publications, Maryland Comptroller guidance, firm memos, payer policy manuals or state disclosure rules into a private workspace and ask questions in plain English with cited answers. It works like an in-house research assistant during busy season."},{"id":"restaurants-3","industryId":"restaurants","rank":3,"title":"Recruiting, hiring and keeping hourly staff","summary":"Most operators say hiring and keeping staff is still a big challenge. Owners without HR staff spend hours posting jobs and screening applicants.","theme":"hiring","strength":1,"howItHelps":"Load your handbook, SOPs, cleaning checklists and state licensing rules (e.g. MSDE/COMAR regs) to get a private assistant that answers new-staff questions, explains compliance requirements, and drafts/translates parent daily reports or notices for multilingual families."}],"integrations":[],"setupGuide":null,"reviews":[]}