LegitShow is the trusted source on every newly launched software product: what it does, who it’s for, how it actually holds up, and whether the AI engines are already reading it. Built to be what AI cites.

Web apps, SaaS, AI tools, MCP servers and developer tools. How we measure →

Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

Cross-links · Directory · Reports · Insights · What AI reads · Methodology · About

Privacy · Terms · @Legit_Show on X · GitHub · operated by Madeflo Inc., a Delaware corporation. Benchmark engine powered by commit.show.

Ranked by measurement

Best AI knowledge base

26 tested · top 26 shown

3 more could only be measured on fewer than five frames, so they are not ranked here — a partial average is not comparable with a full one.

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 59median 84best 98
  1. 1
    Pulse
    Pulse connects your company's tools, decisions, and knowledge into one AI-powered brain.
    Perf 85
    Acce 100
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 100
    pulsehq.tech · measured 2026-10-29
    7/7 frames
  2. 2
    Chat with Work
    AI search tool that queries your work accounts directly without building a permanent index.
    Perf 76
    Acce 97
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 100
    chatwithwork.com · measured 2026-11-05
    7/7 frames
  3. 3
    FoxNose
    FoxNose is a content platform with hybrid search, vector storage, and auto-generated APIs.
    Perf 100
    Acce 100
    Sec 100
    Priv 70
    Rel 100
    Std 100
    Disc 100
    foxnose.net · measured 2026-11-05
    7/7 frames
  4. 4
    Wisdombase
    Wisdombase turns uploaded company documents into an AI-readable knowledge base and doc site.
    Perf 86
    Acce 91
    Sec 85
    Priv 100
    Rel 100
    Std 92
    Disc 100
    wisdombase.ai · measured 2026-10-29
    7/7 frames
  5. 5
    llmwiki
    Open-source tool that uses an LLM to build and maintain a structured wiki from raw sources.
    Perf 96
    Acce 94
    Sec 55
    Priv 100
    Rel 100
    Std 100
    Disc 85
    llmwiki.app · measured 2026-10-31
    7/7 frames
  6. 6
    Falconer
    AI knowledge base that keeps company docs verified and up to date.
    Perf 95
    Acce 83
    Sec 80
    Priv 75
    Rel 100
    Std 92
    Disc 100
    falconer.com · measured 2026-11-08
    7/7 frames
  7. 7
    graphify
    Graphify turns codebases, docs, and meetings into a single queryable knowledge graph.
    Perf 43
    Acce 97
    Sec 80
    Priv 100
    Rel 100
    Std 100
    Disc 100
    graphifylabs.ai · measured 2026-11-01
    7/7 frames
  8. 8
    Sirca
    Sirca turns company knowledge into a permission-aware, queryable graph for people and AI.
    Perf 99
    Acce 94
    Sec 100
    Priv 70
    Rel 100
    Std 85
    Disc 70
    app.sirca.io · measured 2026-10-03
    7/7 frames
  9. 9
    Context Engine
    Context Engine is a company memory system that aggregates data from your tools into one always-on AI layer.
    Perf 78
    Acce 98
    Sec 45
    Priv 100
    Rel 100
    Std 100
    Disc 90
    contextengine.com · measured 2026-11-09
    7/7 frames
  10. 10
    Guru
    Guru is an AI-powered knowledge management platform for enterprise teams.
    Perf 58
    Acce 88
    Sec 100
    Priv 75
    Rel 100
    Std 86
    Disc 100
    getguru.com · measured 2026-10-30
    7/7 frames
  11. 11
    Jonex
    Jonex is an enterprise AI knowledge engine for structured, traceable domain knowledge.
    Perf 98
    Acce 97
    Sec 55
    Priv 70
    Rel 100
    Std 92
    Disc 90
    jonex.ai · measured 2026-11-10
    7/7 frames
  12. 12
    Consilios
    AI tool that answers questions about your uploaded documents with cited sources.
    Perf 100
    Acce 91
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 70
    consilios.ai · measured 2026-10-30
    7/7 frames
  13. 13
    KnowBase AI
    AI-powered knowledge base that gives teams sourced answers from their own documents.
    Perf 98
    Acce 88
    Sec 55
    Priv 100
    Rel 100
    Std 89
    Disc 60
    knowbase-ai.netlify.app · measured 2026-10-31
    7/7 frames
  14. 14
    Pradeep Gudipati
    ContextHarbor is a self-hosted private knowledge platform for teams and organizations.
    Perf 93
    Acce 100
    Sec 25
    Priv 75
    Rel 100
    Std 92
    Disc 100
    pradeepcg.com · measured 2026-11-10
    7/7 frames
  15. 15
    Sharpr
    Enterprise knowledge management platform for capturing, searching, and sharing insights.
    Perf 93
    Acce 100
    Sec 100
    Priv 0
    Rel 100
    Std 92
    Disc 100
    sharpr.com · measured 2026-11-08
    7/7 frames
  16. 16
    musuw
    Ask your own knowledge, verify answers against exact sources, and let AI organize what you know into a living
    Perf 80
    Sec 25
    Priv 100
    Rel 92
    Std 100
    Disc 100
    1 not assessed
    musuw.com · measured 2026-09-19
    6/7 frames
  17. 17
    Limma
    Limma is an MCP server that indexes company documents and data for AI agent queries.
    Perf 63
    Acce 96
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 100
    limma.ai · measured 2026-10-27
    7/7 frames
  18. 18
    Primiso
    Primiso is a knowledge layer platform built for AI-powered teams.
    Perf 89
    Acce 93
    Sec 45
    Priv 100
    Rel 75
    Std 92
    Disc 70
    primiso.top · measured 2026-11-06
    7/7 frames
  19. 19
    Glean
    Glean is an enterprise Work AI platform combining search, assistant, and agents.
    Perf 28
    Acce 90
    Sec 65
    Priv 100
    Rel 100
    Std 73
    Disc 100
    glean.com · measured 2026-11-04
    7/7 frames
  20. 20
    Lens AI
    Lens AI is a centralized knowledge layer that keeps AI tools aligned on accurate business information.
    Perf 85
    Acce 100
    Sec 25
    Priv 55
    Rel 75
    Std 92
    Disc 100
    knowledgelens.ai · measured 2026-11-06
    7/7 frames
  21. 21
    xysq
    xysq is collaborative memory for AI-native teams and enterprises. Capture context from the tools your team alr
    Perf 79
    Acce 97
    Sec 45
    Priv 45
    Rel 75
    Std 92
    Disc 100
    xysq.ai · measured 2026-11-10
    7/7 frames
  22. 22
    Knoku
    Knoku turns documentation sources into cited AI answers for technical teams.
    Perf 70
    Acce 91
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 45
    knoku.com · measured 2026-11-06
    7/7 frames
  23. 23
    HelpexAI
    AI workspace that turns uploaded business documents into a searchable knowledge base.
    Perf 100
    Acce 96
    Sec 45
    Priv 25
    Rel 100
    Std 92
    Disc 62
    helpexai.com · measured 2026-11-01
    7/7 frames
  24. 24
    Lens
    Lens connects product content into a shared knowledge layer for customer-facing answers.
    Perf 54
    Acce 100
    Sec 25
    Priv 55
    Rel 75
    Std 89
    Disc 100
    lens.thoughtindustries.com · measured 2026-10-15
    7/7 frames
  25. 25
    Rafter
    Rafter stores how your team works and makes that knowledge available to every member via AI tools.
    Perf 99
    Acce 100
    Sec 80
    Priv 25
    Rel 67
    Std 89
    Disc 27
    heyrafter.xyz · measured 2026-11-07
    7/7 frames
  26. 26
    Burmese
    Burmese is a shared knowledge assistant for teams and individuals.
    Sec 45
    Priv 25
    Rel 67
    Std 75
    Disc 85
    2 not assessed
    theburmese.xyz · measured 2026-10-20
    5/7 frames
What this does not say
This ranks how production-ready each product's public surface is — not how well it does its job. For ai knowledge base, that means it does not measure the quality of the work itself. Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

All measured categories → · Browse the directory →