Knowledge Management · Model Context Protocol

Route HugeGraph MCP graph data extraction and controlled import/delete tasks to stable public tools.

apache/hugegraph-ai

Guides an agent writing to a remindb memory server: structured notes go in as files parsed into a node tree, single text facts go in through MemoryWrite.

radimsem/remindb

管理本地 Markdown/Obsidian 知识库：素材入库、健康检查、增量索引、关键词与 semantic-lite 检索、逐字原文资料包、归档和 MCP 连接。用于搜索知识库、整理资料及为 Agent 准备可定位的引用。

chubbyguan/chubbyskills

A skill your agent uses for graph-first AI coding sessions and repository analysis: session initialization, architecture maps, dependency or call-graph tracing, symbol and repository search…

crabbuild/compass

Decides where a piece of knowledge belongs in the Forgetful memory server, checks for existing entries first, then creates and links it without deleting anything.

ScottRBK/forgetful

Ingest whatever you point at into an AKB vault — a local file, a web URL, a GitHub PR/release/commit, a Confluence page, or a Jira issue.

dnotitia/akb

Searches local files from an agent through the XiaoyaoSearch MCP server, using semantic, full-text, hybrid, image-similarity and voice queries.

dtsola/xiaoyaosearch

Search, read, write, and manage files in the Kept conversation vault.

egroup-labs/kept

Score an Engineering Manager's coverage across all 12 cells of the EM Grid based on their calendar and Slack.

manager-dot-dev/manager-skills

Browse entities in the Remnic knowledge graph and surface their facts and relationships.

joshuaswarren/remnic

A skill your agent uses when raw files are present, source pages look stale, or a user asks to ingest notes into Link; refresh source-backed wiki pages, propose memories, and validate updates…

gowtham0992/link

Route HugeGraph MCP operational checks to status, schema, permission, AI availability, and read-only verification tools.

apache/hugegraph-ai

Manage and research DocsMint documents through its scoped MCP tools, including categories, folders, hybrid search, GraphRAG, rerank, and index refresh.

HiAi-gg/docsmint

Search local documents, files, notes, and knowledge bases. An agent skill from gmickel/gno.

gmickel/gno

Teaches the agent to detect whether the codegraph symbol graph is available and use it for callers, callees and impact questions, without installing or writing anything for it.

itechmeat/open-second-brain

Answer a question from the AKB vault — decompose, search (hybrid / graph), ground in compiled-truth-over-timeline precedence, and synthesize a cited answer with gap/conflict/stale flags.

dnotitia/akb

Parser development — grammar, bindings, tests, CLI, and docs

agentopology/agentopology

Search, read, create, and update knowledge base entries via MCP-connected KB tools.

0xranx/golembot

Admin and maintenance workflows for Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp.

ogham-mcp/ogham-mcp

OPTIONAL, DORMANT semantic-search layer over the wiki, powered by qmd (local hybrid BM25 + vector + rerank).

HurricaHjz/second-yourself

High-level deployment wrapper over RepoBrain core with graph-first knowledge injection and all-file support.

study8677/repobrain

Turn a reproduced or recurring Roam failure into a durable correction, regression control or narrowly scoped project skill, and reconcile conflicting lessons.

Cranot/roam-code

Encodes a repository into the Forgetful knowledge base as a project, entities, atomic memories and documents, so a second run updates instead of duplicating.

ScottRBK/forgetful

Ingest a coding session JSONL into AKB as structured notes — session report + parallel-drafted TIL / task / idea / decision sub-notes.

dnotitia/akb

Guide for reading a codebase and building a high-quality, persistent architecture knowledge graph via the Excalidraw Architect MCP kg tools.

BV-Venky/excalidraw-architect-mcp

Claude Code 懶人包全集 — 環境建置、MCP 串接、技能安裝。說「Claude Code 懶人包」「安裝懶人包」時載入。

mathruffian-dot/claude-code-lazy-packs

Build and query a local vector database + GraphRAG over your entire reference library (Zotero or a PDF folder) for literature review.

joshzyj/open-scholar-skill

Smart retrieval from Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp.

ogham-mcp/ogham-mcp

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…

gowtham0992/link

Zettelkasten best practices for building a high-quality knowledge graph.

iamtouchskyer/memex

Models people, organisations, devices, products and system components as entities in a Forgetful knowledge graph, then links memories and relationships to them.

ScottRBK/forgetful

Route HugeGraph MCP structured graph query tasks to stable read-only tools.

apache/hugegraph-ai

A skill your agent uses when: NotebookLM, notebooklm MCP, large documentation sets, courses, books, papers, or citation-backed research are mentioned.

AnastasiyaW/codex-claude-code-config

Give Claude a permanent, searchable long-term memory using an Obsidian vault as the store.

Ootto-AI/claude-content-skills

MemMesh TypeScript SDK reference (@thinkfleet/memory-sdk) for the hosted platform at app.memmesh.ai.

ThinkfleetAI/memmesh

Explores the Forgetful memory graph in phases, walking memories, entities and relationships to answer cross-project and entity-centred questions.

ScottRBK/forgetful

Claude Code 連接 NotebookLM MCP。說「連接 NotebookLM」時載入. An agent skill from mathruffian-dot/claude-code-lazy-packs.

mathruffian-dot/claude-code-lazy-packs

Route HugeGraph MCP regression testing tasks to the current public tool surface, including inspection, read-only queries, Gremlin generation, extraction, controlled import, schema validate/dry-run…

apache/hugegraph-ai

Author Mendix AI agent documents in MDL — Model, Knowledge Base, Consumed MCP Service and Agent, with variables, tools and multi-line prompts.

mendixlabs/mxcli

Stores screenshots, PDFs, diagrams, fonts and other binary files in the Forgetful knowledge base, with a retrieval-friendly description and an attachment route.

ScottRBK/forgetful

Lets an agent read, write and maintain its own memory in a Brain folder of an Obsidian-compatible vault, while keeping the user's own notes read-only.

itechmeat/open-second-brain

Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos).

affaan-m/ECC

MCP playbook for creating and editing SiYuan documents and blocks.

yangtaihong59/siyuan-plugins-mcp-sisyphus

Import a specific document from your configured Craft space into raw/craft/.

PieroSierra/SecondBrain

X(Twitter) 推文采集 → 统一 frontmatter Markdown。自动区分图文与视频： 图文下载图片本地嵌入，视频提取直链转成文字稿。无需登录（走官方嵌入端点）。

chubbyguan/chubbyskills

This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project memory or daily notes…

brycewang-stanford/Auto-Empirical-Research-Skills

Morning briefing. An agent skill from jdpolasky/ai-chief-of-staff.

jdpolasky/ai-chief-of-staff

Design, edit, validate, publish, inspect, and debug VibeX .vibex-workflow.json DAGs with the dedicated vibex-workflow-mcp.

Xircth/VibeX