knowledge-base mcp servers

2,625 tagged knowledge-base, measured the same way as everything else here.

Browse within: markdown 20agent-memory 17local-first 13embeddings 11documentation 8hybrid-search 8fastapi 7fastmcp 7obsidian 7ai-memory 6docker 6chatgpt 5chromadb 5

stashbase CLAUDE.md

97

liliu-z/stashbase

Instructions file

Instructions for liliu-z/stashbase, a project described as: Turn local files into searchable context for AI agents.

496 5d ago A 5 tokens copy · 100% Apache-2.0

youtube-fetcher

98

JimmySadek/youtube-fetcher-to-markdown

Skill Claude CodeCodex

Turn a YouTube video into a structured, Obsidian-ready archival Markdown note containing its transcript, creator metadata, description, chapters, language, and capture provenance. Use when a user shares a YouTube URL or video ID and wants transcripts, captions, subtitles, notes, a knowledge-base record, summarization…

462 1mo ago A 102 tokens original MIT

beever-atlas

99

Beever-AI/beever-atlas

MCP server Claude CodeCodexCursor +2

MCP server "beever-atlas" as configured in Beever-AI/beever-atlas. Runs beever_atlas.api.mcp_server with python.

443 21d ago A tokens not measured original Apache-2.0

andrea9293/mcp-documentation-server

Instructions file GitHub Copilot

Instructions for andrea9293/mcp-documentation-server, covering mcp documentation server - ai coding agent instructions, architecture overview, core components, server entry point (src/server.ts) and embedding providers (src/embedding-provider.ts).

342 6d ago A 1,147 tokens original MIT

documentation-server

101

andrea9293/mcp-documentation-server

Skill Claude CodeCodex

Use when you need to store, retrieve, search, or manage documents in a local knowledge base with semantic search and hybrid (vector + full-text) retrieval. Also use when interacting with the documentation server web interface, managing uploads, or performing AI-powered document analysis. Use this instead of MCP-native…

342 6d ago A 71 tokens original MIT

andrea9293/mcp-documentation-server

MCP server Claude CodeCodexCursor +2

Local-first document management and semantic search for AI coding agents. Runs locally from the @andrea9293/mcp-documentation-server npm package.

342 6d ago A tokens not measured original MIT

Moore-developers/moore-wechat-article-downloader

Skill Claude CodeCodex

A tool for downloading public WeChat Official Account articles and collecting article histories. WeChat Official Accounts are Chinese publisher or business pages, and the tool supports login, account selection, and scheduled syncing when required.

288 +2 1mo ago A 76 tokens original MIT

knowledge-absorber

104

wwwzhouhui/skills_collection

Skill Claude CodeCodex

A tool that deeply examines links, documents, code, or images and turns them into teaching notes and knowledge posters. It supports formats such as PDF, Word, Markdown, source code, and images, and can save the results to a knowledge base.

263 4d ago A 171 tokens

synto CLAUDE.md

105

kytmanov/synto

Instructions file

Instructions for kytmanov/synto, covering claude.md, commands, install (editable, auto-detects uv/pip), dependencies and tests (all offline, no ollama required).

245 25d ago A 1,388 tokens original MIT

brain

107

px0-ai/px0

Command

The brain is what you have read and kept: a folder of Markdown that px0 ingests into, indexes, and answers questions from. It can be px0's own brain/ folder or any folder of Markdown you already keep — including an Obsidian vault.

241 +9 6d ago A 0 tokens original MIT

runs

108

px0-ai/px0

Command

Every execution — a workflow run, or a brain ask — is recorded: what triggered it, which tools it called, what it produced, and whether it succeeded. Records outlive their logs, so history stays inspectable after the logs age out.

241 +9 6d ago A 0 tokens original MIT

workflows

109

px0-ai/px0

Command

A workflow is a Markdown file with YAML frontmatter describing a job px0 can run: its trigger, the tools it may call, the guidelines it inlines, and where its output goes. px0 interviews you for one and builds it.

241 +9 6d ago A 0 tokens original MIT

cet-skill

110

mingchen666/Reviva

Skill Claude CodeCodex

CET-4 and CET-6 exam preparation coach for original CET-style practice, diagnostic feedback, writing and translation correction, reading/listening drills, and study planning.

217 +2 6d ago A 38 tokens

deep-research

111

mingchen666/Reviva

Skill Claude CodeCodex

Deep research report generation for Reviva's built-in deep-researcher agent. Use for learning and education research, teacher preparation research, document-based synthesis, literature/source reviews, office research, industry analysis, competitor scans, policy interpretation, and any request for a cited long-form…

217 +2 6d ago A 62 tokens

flashcard-generator

112

mingchen666/Reviva

Skill Claude CodeCodex

Generate educational flashcards from topics, documents, notes, or study materials. Produces structured JSON data and can create polished Tailwind CSS HTML flashcard review pages with interactive card flipping, progress, tags, and difficulty labels.

217 +2 6d ago A 49 tokens

link-health

113

gowtham0992/link

Skill Claude CodeCodex

Use at the start of Link work when readiness is unclear, after installs or upgrades, and before repairs; verify health, inspect interrupted writes, back up, and repair generated indexes without MCP.

180 +1 18d ago A 41 tokens original MIT

link-memory

114

gowtham0992/link

Skill Claude CodeCodex

Use after important user-approved decisions, when durable context should be proposed or reviewed, and for explicit Link memory lifecycle work: remember, recall, review, update, archive, restore, forget, or explain local memories through the CLI without requiring MCP.

180 +1 18d ago A 52 tokens original MIT

link-retrieve

115

gowtham0992/link

Skill Claude CodeCodex

Use before answering work that may depend on user memory, project history, source-backed notes, or prior decisions; retrieve compact Link context through the CLI without loading the whole wiki or requiring MCP.

180 +1 18d ago A 42 tokens original MIT

link

116

gowtham0992/link

MCP server Claude CodeCodexCursor +2

MCP server for Link local agent memory — remember, recall, search, context, and graph traversal. Runs locally from the link-mcp Python package.

180 +1 18d ago A tokens not measured original MIT

kb-workflow

117

willynikes2/knowledge-base-server

Skill Claude CodeCodex

Use before starting any non-trivial task to search the knowledge base for context, and after completing work to capture findings. Teaches the token-efficient retrieval pattern and self-learning loop.

177 +1 5mo ago A 40 tokens original MIT

student-llm-wiki

118

IssacW228/student-llm-wiki

Plugin Claude Code

Compile course materials into a persistent, interlinked Obsidian wiki. Karpathy LLM Wiki pattern with student features: Feynman review, exam prep, confidence decay, cross-course connections. Bilingual Chinese-English.

173 2mo ago A tokens not measured original MIT

diagram

119

IssacW228/student-llm-wiki

Command Claude Code

Add or improve a Mermaid diagram on a wiki concept page.

173 2mo ago A 11 tokens original MIT

ingest

120

IssacW228/student-llm-wiki

Command Claude Code

Digest a course source file into the wiki (dedup + concept pages + cross-course links).

173 2mo ago A 19 tokens original MIT

At most 3 mods per repository are shown here — the rest are on their repository pages: