Knowledge Management · Model Context Protocol · For developers

Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.

MemPalace/mempalace

Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization.

MemPalace/mempalace

A skill your agent uses for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a…

EBISPOT/ols4

Navigates a codebase through the code-review-graph MCP tools: architecture overview, symbol search, caller and callee tracing, flows and oversized functions.

tirth8205/code-review-graph

Search the vault using QMD semantic search. An agent skill from breferrari/obsidian-mind.

breferrari/obsidian-mind

Gives an agent a local memory palace over MCP: verbatim conversation memory, semantic search and a temporal knowledge graph, with a per-session recall protocol.

MemPalace/mempalace

Indexes a local file or project directory into context-mode's FTS5 knowledge base so later searches return focused snippets instead of rereading whole files.

mksglu/context-mode

Publish a SoloMD release to the stores that have no usable submission API — Google Play Console and Microsoft Partner Center — by driving them through the local Unzoo Browser REST API.

zhitongblog/solomd

This skill should be used when the user wants to query their Google NotebookLM notebooks for citation-backed, source-grounded answers, or manage notebooks, sources, and Studio content (audio…

roomi-fields/notebooklm-mcp

This skill should be used when the user asks to 'set up memory', 'create memory files', 'create MEMORY.md', 'set up topic files', 'improve memory organization', 'what should I remember', 'how to…

tractorjuice/arc-kit

Permanently deletes a project's or a single session's indexed context-mode knowledge base, after confirming the scope and warning what will be lost.

mksglu/context-mode

Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, chat-session, context-pack, task-ledger, static AI export, retrieval…

swarmclawai/swarmvault

A skill your agent uses when you need to store, retrieve, search, or manage documents in a local knowledge base with semantic search and hybrid (vector + full-text) retrieval.

andrea9293/mcp-documentation-server

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

gmickel/gno

Index and search document collections using hybrid semantic + graph + full-text search.

devwhodevs/engraph

Generate structured, timestamped Markdown notes from videos (Bilibili, Douyin, YouTube, or local media files) using the local VideoToNo service.

like-attract/video-to-note

Scan competing markdown editors' user feedback (GitHub issues/discussions/releases + closed-source forums) and synthesize themes cross-referenced against SoloMD's own gaps and roadmap.

zhitongblog/solomd

Conventions and efficient workflows for Outline knowledge bases via mcp-outline tools.

Vortiago/mcp-outline

Internal fetcher module for Confluence pages. An agent skill from iurykrieger/claude-bedrock.

iurykrieger/claude-bedrock

Maintain a persistent AI-tended research wiki. An agent skill from frankchu91/mindbase-llm-wiki.

frankchu91/mindbase-llm-wiki

Pipeline skill that wires sage-wiki into an existing project — detects language, installs the client, runs a smoke test, and reports.

xoai/sage-wiki

Read, search, edit, and version-control any folder of Markdown notes via the SoloMD MCP server.

zhitongblog/solomd

How an agent should operate as one mind inside a shared Company Brain built on Caura — recall before acting, obey fleet keystones, reuse and publish skills, and report outcomes so every task…

caura-ai/caura

A skill your agent uses when you need to find related files, understand code dependencies, or analyze impact scope.

williamfzc/gossiphs

Search context-mode's persistent FTS5 knowledge base for previously indexed local project content, documentation, or session memory. Trigger…

mksglu/context-mode

Expert guide for the NotebookLM CLI (nlm) and MCP server - interfaces for Google NotebookLM.

iusztinpaul/ai-research-os-workshop

Use before starting any non-trivial task to search the knowledge base for context, and after completing work to capture findings.

willynikes2/knowledge-base-server

Import a page from the user's self-hosted Anytype into this Niamos Obsidian vault, page-by-page, recursing into children only when the user explicitly says so.

pricklywiggles/niamos

Orchestration guidance for Joplin note, notebook, and tag management tools

alondmnt/joplin-mcp

Authoritative agent-runtime contract for working inside an OpenKnowledge project — a markdown-CRDT knowledge base exposed over MCP.

inkeep/open-knowledge

Design, validate, scaffold, and visualize multi-agent topologies using the .at language

agentopology/agentopology

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

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

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

egroup-labs/kept

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

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

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

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

agentopology/agentopology

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

ogham-mcp/ogham-mcp

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

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

ogham-mcp/ogham-mcp