# a knowledge base for small agencies

**There is demand for agency knowledge bases, but the signals point to scattered workflows and generic tools rather than a clear small-agency-specific winner.**

Confidence: medium  ·  89 signals  ·  checked 2026-08-01

[Full report with live links](https://showsitsworks.com/idea/knowledge-base-for-small-agencies)

## Who is already building this

*From data*

- @cdklabs/tskb is a TypeScript knowledge base package with 1,366,416 monthly downloads; its activity is unknown.
  - [npm: @cdklabs/tskb](https://www.npmjs.com/package/@cdklabs/tskb) `registries` — 2025-11-24
- @tangle-network/agent-knowledge is a package for building, searching, evaluating, and improving source-backed knowledge bases, with 39,619 monthly downloads; its activity is unknown.
  - [npm: @tangle-network/agent-knowledge](https://www.npmjs.com/package/@tangle-network/agent-knowledge) `registries` — 2026-08-02
- toga-ai is a shared AI coding harness with a knowledge base CLI and project installer for Claude Code, with 39,040 monthly downloads; its activity is unknown.
  - [npm: toga-ai](https://www.npmjs.com/package/toga-ai) `registries` — 2026-08-01
- @aashari/mcp-server-atlassian-confluence connects AI systems to Confluence knowledge bases through MCP, with 23,144 monthly downloads; its activity is unknown.
  - [npm: @aashari/mcp-server-atlassian-confluence](https://www.npmjs.com/package/@aashari/mcp-server-atlassian-confluence) `registries` — 2025-12-03

## What people actually say

*From data*

- "Digital Agency; we've got an incredible amount of docs scattered between google drive, emails, confluence, repo wiki's and readme's, trello/aha, and inside people's heads" — a 2017 HN post describing the exact fragmentation a knowledge base would need to fix.
  - [Ask HN: Recommendations for internal docs / knowledge-base?](https://news.ycombinator.com/item?id=13557695) `hackernews` — 2017-02-03
- "Working with multiple clients each month quickly becomes a challenge when keeping track of everything." — a 2026 HN post from a freelancer who also said they struggled to manage tasks, documents and knowledge.
  - [Show HN: I built my own solution to manage clients because it's got too messy](https://news.ycombinator.com/item?id=48408917) `hackernews` — 2026-06-05
- "I'm trying this because a growi" — an agency founder on HN describing a need to build agent infrastructure for a growing small firm; the post was cut off in the signal, but it clearly frames operational pressure.
  - [Show HN: An MCP server that lets AI agents request disability insurance quotes](https://news.ycombinator.com/item?id=48865825) `hackernews` — 2026-07-10
- "The application can store all the docs, templates, \"customer and project data (coming soon)\" of a company and then the team can query the data" — an HN post pitching a knowledge base centered on team query and reuse.
  - [Ask HN: I need headline suggestions please](https://news.ycombinator.com/item?id=40335539) `hackernews` — 2024-05-12
- "Finally, it´s out. n8n Library is a self-hosted management platform that sits alongside your n8n instances." — a Discourse post presenting a bundled knowledge base, service desk, and AI assistant for agencies and freelancers.
  - [N8n -library - n8n Library is a self-hosted management platform that sits alongside your n8n instances](https://community.n8n.io/t/n8n-library-n8n-library-is-a-self-hosted-management-platform-that-sits-alongside-your-n8n-instances/284785) `discourse` — 2026-04-05

## People asking to be sold to

*From data*

- "I am a product manager for a digitally supported real estate agency. Our aim is to provide information to ChatGPT through API and \"feed\" it with the following types of information: Knowledge base... Classic data" — a direct request for a way to operationalize agency knowledge for AI use.
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
- "The reality is vastly different from what you might have conjured up." — the intent signal suggests someone believes common assumptions about a niche process are wrong and is pushing back on shallow advice, which is a mild but real buying signal.
  - [Anatomy of a credit card rewards program](https://news.ycombinator.com/item?id=39949355) `intent` — 2024-04-06

## Where the opening is

*Model estimate*

- The signals do not show a product focused specifically on small agencies that unifies client work, internal docs, templates, and project data into one searchable knowledge base with agency workflows.
  - [Ask HN: Recommendations for internal docs / knowledge-base?](https://news.ycombinator.com/item?id=13557695) `hackernews` — 2017-02-03
  - [Show HN: I built my own solution to manage clients because it's got too messy](https://news.ycombinator.com/item?id=48408917) `hackernews` — 2026-06-05
  - [Ask HN: I need headline suggestions please](https://news.ycombinator.com/item?id=40335539) `hackernews` — 2024-05-12
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
- The visible packages are mostly developer tooling or AI/Confluence connectors; none is clearly positioned as an end-to-end agency knowledge base product with client segregation and day-to-day team use.
  - [npm: @cdklabs/tskb](https://www.npmjs.com/package/@cdklabs/tskb) `registries` — 2025-11-24
  - [npm: toga-ai](https://www.npmjs.com/package/toga-ai) `registries` — 2026-08-01
  - [npm: @tangle-network/agent-knowledge](https://www.npmjs.com/package/@tangle-network/agent-knowledge) `registries` — 2026-08-02
  - [npm: @aashari/mcp-server-atlassian-confluence](https://www.npmjs.com/package/@aashari/mcp-server-atlassian-confluence) `registries` — 2025-12-03
- There is no clear evidence of a maintained, agency-first knowledge base with pricing, onboarding, permissions, and client/project boundaries tailored to small firms.
  - [N8n -library - n8n Library is a self-hosted management platform that sits alongside your n8n instances](https://community.n8n.io/t/n8n-library-n8n-library-is-a-self-hosted-management-platform-that-sits-alongside-your-n8n-instances/284785) `discourse` — 2026-04-05
  - [The missing companion for your n8n instance](https://community.n8n.io/t/the-missing-companion-for-your-n8n-instance/278652) `discourse` — 2026-03-18
  - [romirom11/ordi](https://github.com/romirom11/ordi) `github` — 2026-07-23
- The data also does not show a clear gap around multi-client knowledge isolation for agencies, even though that need appears in the complaints.
  - [Show HN: I built my own solution to manage clients because it's got too messy](https://news.ycombinator.com/item?id=48408917) `hackernews` — 2026-06-05
  - [The missing companion for your n8n instance](https://community.n8n.io/t/the-missing-companion-for-your-n8n-instance/278652) `discourse` — 2026-03-18
  - [Use multiple, specialized knowledge bases with this workflow](https://community.n8n.io/t/use-multiple-specialized-knowledge-bases-with-this-workflow/272735) `discourse` — 2026-03-03

## How big the market might be

*Model estimate*

- This search surfaced 4 named package projects and all 4 have unknown activity status, so the live competitive set is thin on maintenance data.
  - [npm: @cdklabs/tskb](https://www.npmjs.com/package/@cdklabs/tskb) `registries` — 2025-11-24
  - [npm: toga-ai](https://www.npmjs.com/package/toga-ai) `registries` — 2026-08-01
  - [npm: @tangle-network/agent-knowledge](https://www.npmjs.com/package/@tangle-network/agent-knowledge) `registries` — 2026-08-02
  - [npm: @aashari/mcp-server-atlassian-confluence](https://www.npmjs.com/package/@aashari/mcp-server-atlassian-confluence) `registries` — 2025-12-03
- The largest package seen pulls 1,366,416 downloads per month, which means the broader knowledge-base/tooling space has heavy usage even if it is not agency-specific.
  - [npm: @cdklabs/tskb](https://www.npmjs.com/package/@cdklabs/tskb) `registries` — 2025-11-24
- There were 10 first-hand complaints and 1 stated want across the collected signals, which is enough to show repeated pain but not broad demand measurement.
  - [Ask HN: Recommendations for internal docs / knowledge-base?](https://news.ycombinator.com/item?id=13557695) `hackernews` — 2017-02-03
  - [Show HN: I built my own solution to manage clients because it's got too messy](https://news.ycombinator.com/item?id=48408917) `hackernews` — 2026-06-05
  - [N8n -library - n8n Library is a self-hosted management platform that sits alongside your n8n instances](https://community.n8n.io/t/n8n-library-n8n-library-is-a-self-hosted-management-platform-that-sits-alongside-your-n8n-instances/284785) `discourse` — 2026-04-05
  - [Ask HN: I need headline suggestions please](https://news.ycombinator.com/item?id=40335539) `hackernews` — 2024-05-12
  - [The missing companion for your n8n instance](https://community.n8n.io/t/the-missing-companion-for-your-n8n-instance/278652) `discourse` — 2026-03-18
  - [Show HN: An MCP server that lets AI agents request disability insurance quotes](https://news.ycombinator.com/item?id=48865825) `hackernews` — 2026-07-10
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
  - [Use multiple, specialized knowledge bases with this workflow](https://community.n8n.io/t/use-multiple-specialized-knowledge-bases-with-this-workflow/272735) `discourse` — 2026-03-03
  - [Using Discourse as a internal Knowledge Base / Intranet](https://meta.discourse.org/t/using-discourse-as-a-internal-knowledge-base-intranet/33857/12) `discourse` — 2015-10-04
  - [ChatGPT not referencing embeddings from Vector Database](https://community.n8n.io/t/chatgpt-not-referencing-embeddings-from-vector-database/80569) `discourse` — 2025-02-22
  - [Anatomy of a credit card rewards program](https://news.ycombinator.com/item?id=39949355) `intent` — 2024-04-06
- Matching forum activity appeared in 4 communities: community.home-assistant.io, community.n8n.io, community.openai.com, and meta.discourse.org.
  - [N8n -library - n8n Library is a self-hosted management platform that sits alongside your n8n instances](https://community.n8n.io/t/n8n-library-n8n-library-is-a-self-hosted-management-platform-that-sits-alongside-your-n8n-instances/284785) `discourse` — 2026-04-05
  - [The missing companion for your n8n instance](https://community.n8n.io/t/the-missing-companion-for-your-n8n-instance/278652) `discourse` — 2026-03-18
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
  - [Using Discourse as a internal Knowledge Base / Intranet](https://meta.discourse.org/t/using-discourse-as-a-internal-knowledge-base-intranet/33857/12) `discourse` — 2015-10-04

## What could go wrong

*Model estimate*

- A lot of the demand seems to be satisfied by existing tools plus DIY workflows, so a standalone product has to beat Notion/Confluence-style habits and agent/tooling glue.
  - [Ask HN: Recommendations for internal docs / knowledge-base?](https://news.ycombinator.com/item?id=13557695) `hackernews` — 2017-02-03
  - [npm: @aashari/mcp-server-atlassian-confluence](https://www.npmjs.com/package/@aashari/mcp-server-atlassian-confluence) `registries` — 2025-12-03
  - [N8n -library - n8n Library is a self-hosted management platform that sits alongside your n8n instances](https://community.n8n.io/t/n8n-library-n8n-library-is-a-self-hosted-management-platform-that-sits-alongside-your-n8n-instances/284785) `discourse` — 2026-04-05
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
  - [12 Best Knowledge Base Software for 2026 (Tested & Compared)](https://slite.com/learn/knowledge-base-softwares) `tavily`
  - [📚 Knowledge Base Software & Hosted Help Center for Your Customers](https://www.knowledgebase.com) `tavily`
  - [Enterprise Knowledge Base Platforms: Top 10 Picks for 2026](https://monday.com/blog/service/enterprise-knowledge-base-platforms) `tavily`
- Several visible projects are small or stale, but that may reflect search noise rather than a real opening; the signals are not clean enough to prove a durable competitor vacuum.
  - [SwedbankAB/Swedbank](https://github.com/SwedbankAB/Swedbank) `github` — 2022-07-09
  - [Aryia-Behroziuan/History](https://github.com/Aryia-Behroziuan/History) `github` — 2020-10-28
  - [jarmolkowicz/knowledge-base-modrn-mind](https://github.com/jarmolkowicz/knowledge-base-modrn-mind) `github` — 2026-02-05
  - [SinthetikIndustries/Agency](https://github.com/SinthetikIndustries/Agency) `github` — 2026-03-29
  - [shasank123/Amazon-agency-os](https://github.com/shasank123/Amazon-agency-os) `github` — 2026-01-06
  - [Shawn8875/Ava-Knowledge-Base](https://github.com/Shawn8875/Ava-Knowledge-Base) `github` — 2025-12-15
  - [ZaddyAman/knowledge-base-agency](https://github.com/ZaddyAman/knowledge-base-agency) `github` — 2026-07-12
  - [adamforrester/knowledge-base](https://github.com/adamforrester/knowledge-base) `github` — 2026-05-05
  - [eltintero/lowcode-brand](https://github.com/eltintero/lowcode-brand) `github` — 2026-03-26
  - [romirom11/ordi](https://github.com/romirom11/ordi) `github` — 2026-07-23
- The category may collapse into generic "knowledge base" software unless the product is sharp about agency-specific client/project boundaries.
  - [N8n -library - n8n Library is a self-hosted management platform that sits alongside your n8n instances](https://community.n8n.io/t/n8n-library-n8n-library-is-a-self-hosted-management-platform-that-sits-alongside-your-n8n-instances/284785) `discourse` — 2026-04-05
  - [The missing companion for your n8n instance](https://community.n8n.io/t/the-missing-companion-for-your-n8n-instance/278652) `discourse` — 2026-03-18
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
  - [romirom11/ordi](https://github.com/romirom11/ordi) `github` — 2026-07-23
- Because the complaints are scattered across forums and not tied to a single repeated workflow, the problem may be real but not acute enough to drive fast adoption.
  - [Ask HN: Recommendations for internal docs / knowledge-base?](https://news.ycombinator.com/item?id=13557695) `hackernews` — 2017-02-03
  - [Show HN: I built my own solution to manage clients because it's got too messy](https://news.ycombinator.com/item?id=48408917) `hackernews` — 2026-06-05
  - [Show HN: An MCP server that lets AI agents request disability insurance quotes](https://news.ycombinator.com/item?id=48865825) `hackernews` — 2026-07-10
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
  - [Use multiple, specialized knowledge bases with this workflow](https://community.n8n.io/t/use-multiple-specialized-knowledge-bases-with-this-workflow/272735) `discourse` — 2026-03-03

## What to do this week

*Model estimate*

- Start with a narrow wedge: one small agency workflow such as client onboarding, project handoff, or account-specific Q&A, instead of a general internal wiki.
  - [Ask HN: Recommendations for internal docs / knowledge-base?](https://news.ycombinator.com/item?id=13557695) `hackernews` — 2017-02-03
  - [Show HN: I built my own solution to manage clients because it's got too messy](https://news.ycombinator.com/item?id=48408917) `hackernews` — 2026-06-05
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
- Prototype around segregation: one workspace per client, one shared agency brain, and a way to move approved answers from project docs into reusable knowledge.
  - [Show HN: I built my own solution to manage clients because it's got too messy](https://news.ycombinator.com/item?id=48408917) `hackernews` — 2026-06-05
  - [Ask HN: I need headline suggestions please](https://news.ycombinator.com/item?id=40335539) `hackernews` — 2024-05-12
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
  - [Use multiple, specialized knowledge bases with this workflow](https://community.n8n.io/t/use-multiple-specialized-knowledge-bases-with-this-workflow/272735) `discourse` — 2026-03-03
- Test whether teams will pay for ingestion from the tools they already use, especially Drive, email, Confluence, and docs scattered across systems.
  - [Ask HN: Recommendations for internal docs / knowledge-base?](https://news.ycombinator.com/item?id=13557695) `hackernews` — 2017-02-03
  - ["Feed" ChatGPT with Knowledge Base and Data from Business to answer questions](https://community.openai.com/t/feed-chatgpt-with-knowledge-base-and-data-from-business-to-answer-questions/869888) `discourse` — 2024-07-17
- Validate against existing habits in n8n, Confluence, and general knowledge-base tools before building anything broad.
  - [npm: @aashari/mcp-server-atlassian-confluence](https://www.npmjs.com/package/@aashari/mcp-server-atlassian-confluence) `registries` — 2025-12-03
  - [N8n -library - n8n Library is a self-hosted management platform that sits alongside your n8n instances](https://community.n8n.io/t/n8n-library-n8n-library-is-a-self-hosted-management-platform-that-sits-alongside-your-n8n-instances/284785) `discourse` — 2026-04-05
  - [12 Best Knowledge Base Software for 2026 (Tested & Compared)](https://slite.com/learn/knowledge-base-softwares) `tavily`
  - [Enterprise Knowledge Base Platforms: Top 10 Picks for 2026](https://monday.com/blog/service/enterprise-knowledge-base-platforms) `tavily`

## Competitor strength

| Project | Stars | Downloads/mo | Activity |
|---|---:|---:|---|
| [npm: @cdklabs/tskb](https://www.npmjs.com/package/@cdklabs/tskb) | — | 1,366,416 | unknown |
| [npm: @tangle-network/agent-knowledge](https://www.npmjs.com/package/@tangle-network/agent-knowledge) | — | 39,619 | unknown |
| [npm: toga-ai](https://www.npmjs.com/package/toga-ai) | — | 39,040 | unknown |
| [npm: @aashari/mcp-server-atlassian-confluence](https://www.npmjs.com/package/@aashari/mcp-server-atlassian-confluence) | — | 23,144 | unknown |

## Domain names

- `knowledgebase.com` — taken
- `knowledgebase.io` — available
- `knowledge.com` — taken
- `getknowledge.com` — taken

---

Sources searched: hackernews (26), github (20), githubissues (none), discourse (10), intent (1), stackexchange (none), registries (15), tavily (7), devto (10)

Generated by Shows Its Work — https://showsitsworks.com/idea/knowledge-base-for-small-agencies
Findings link to their sources. Estimates are marked as estimates.