Best MCP servers for docs.
ahel's catalog files 381 MCP servers under Docs & knowledge. This list ranks 25 of them by GitHub stars, with the ones named for docs first. The top three are doc-bridge, docs and fonto-docs. They come from 21 different publishers. 21 of the 25 have GitHub stars on record, and MCP Memory Server (official) has the most, 90,848. 8 of the 25 show weekly downloads, and gitlab-mcp leads with 104,919 a week. 4 are published by the vendor itself and 21 by the community. 1 of the 25 list their tools, and docs-mcp offers the most, 3. 1 of the 25 were read in full by ahel's safety review. 14 of the 25 work through ahel today, so one connection brings them to Claude, ChatGPT and Ahel Desktop. 24 of the 25 had a commit in the last 90 days. Each row links to the item's own page, with its install steps and safety review.
25 results
| # | Name | Stars | Downloads a week | Publisher | Use in |
|---|---|---|---|---|---|
| 1 | doc-bridgeLets your agent check who owns docs and get approval before editing them. | 9 | 2k | Communityagentskit-io | Not served yet |
| 2 | docsDocs mcp server that lets your agent look up Avalara tax software documentation, integration guides, and code examples. | 5 | none | Officialavadev | ClaudeChatGPTAhel Desktop |
| 3 | fonto-docsLets your agent look up Fonto documentation by converting its DITA XML pages into readable Markdown. | 4 | none | Communitydrrataplan | ClaudeChatGPTAhel Desktop |
| 4 | jmeter-docsLets your agent look up Apache JMeter load testing docs and run related converters, checkers, and calculators. | 3 | none | Communityqainsights | ClaudeChatGPTAhel Desktop |
| 5 | markdown-shareLets your agent turn markdown notes into shareable public web links that expire or stay live. | 2 | none | Officialinvisible-hand | ClaudeChatGPTAhel Desktop |
| 6 | billing-docs-credit-notes-purchase-ordersCredit notes against your invoices and purchase orders to suppliers, with VAT and A4 PDFs. | none | none | Communitytheluckystrike | ClaudeChatGPTAhel Desktop |
| 7 | docs-mcpLets your agent search and read ACTA verifiable credentials guidance through a docs mcp server. | none | 46 | Communityacta-team | Not served yet |
| 8 | mcpLets your agent read and verify passport and ID documents, including their machine-readable zones. | none | 2k | Official | ClaudeChatGPTAhel Desktop |
| 9 | yaml-doc-okYAML document-start count, body discarded | none | none | Communitysadri-dridi | ClaudeChatGPTAhel Desktop |
| 10 | MCP Memory Server (official)Lets your agent remember facts between conversations by storing them in a knowledge graph it can search and update. | 91k | none | Communitymodelcontextprotocol | Not served yet |
| 11 | codebase-memory-mcpLets your agent build a searchable knowledge graph of a codebase so it answers questions fast using fewer tokens. | 46k | 9k | Communitydeusdata | Not served yet |
| 12 | honchoGives your agent a memory store that keeps context across conversations and learns from past interactions. | 7k | none | Communityplastic-labs | ClaudeChatGPTAhel Desktop |
| 13 | agent-native-clipsLets your agent record your screen and meetings and turn speech into written notes. | 7k | none | Communitybuilderio | ClaudeChatGPTAhel Desktop |
| 14 | agent-native-contentLets your agent edit local Obsidian-style MDX docs with AI assistance. | 7k | none | Communitybuilderio | ClaudeChatGPTAhel Desktop |
| 15 | agent-native-dispatchLets your agent route messages between Slack and Telegram with scheduled jobs, memory, and approval steps. | 7k | none | Communitybuilderio | ClaudeChatGPTAhel Desktop |
| 16 | agent-native-slidesLets your agent create and edit Google Slides presentations using React. | 7k | none | Communitybuilderio | ClaudeChatGPTAhel Desktop |
| 17 | Basic MemoryLets your agent save notes and facts in a local Markdown knowledge base and recall them later. | 4k | none | Communitybasicmachines-co | Not served yet |
| 18 | memantoLets your agent save and recall information across conversations with a long-term memory store. | 2k | none | Communitymoorcheh-ai | Not served yet |
| 19 | llmwikiLets your agent compile documents into a searchable wiki with citations and answer questions from it. | 2k | 3k | Communityatomicstrata | Not served yet |
| 20 | gitlab-mcpLets your agent manage GitLab MCP projects, merge requests, issues, pipelines, wikis and releases. | 2k | 105k | Communityzereight | Not served yet |
| 21 | iweLets your agent read and write notes in a Markdown knowledge base to use as memory. | 2k | 457 | Communityiwe-org | Not served yet |
| 22 | tradememory-protocolLets your AI trading agent keep a tamper-proof log of its decisions and learn from past trade outcomes. | 1k | none | Communitymnemox-ai | Not served yet |
| 23 | emailmdLets your agent turn markdown into email-ready HTML, check drafts for deliverability issues, and preview emails. | 1k | 7k | Officialanypost | ClaudeChatGPTAhel Desktop |
| 24 | personal-modelLets your agent store and recall your personal notes and memories privately on your own Mac. | 1k | none | Communityintuition-lab | Not served yet |
| 25 | ref-tools-ref-tools-mcpLets your agent look up current technical documentation while coding. | 1k | none | Communityref-tools | ClaudeChatGPTAhel Desktop |