Knowledge & Memory
Services that store and retrieve structured or unstructured knowledge, enabling semantic search, contextual recall, and building long-term memory for AI.
Services that store and retrieve structured or unstructured knowledge, enabling semantic search, contextual recall, and building long-term memory for AI.
55 projects available
by Abhigyan-Shekhar
Provides a local‑first graph‑backed memory engine for AI agents, persisting decisions, reasons, and contradictions across sessions without relying on external APIs.
by sairaman436
An automated, self‑updating repository that harvests, scores, and stores AI‑related resources, exposing a queryable knowledge graph and an HTTP gateway for agents to inject contextual information without manual curation.
by yoloshii
Provides on‑device persistent memory for AI coding agents, enabling retrieval‑augmented generation, context surfacing, and decision tracking without cloud services or API keys.
by JimJafar
Provides a markdown‑native, git‑backed knowledge graph that serves as a durable memory and handoff layer for AI agents via a seven‑verb MCP interface.
by chubbyguan
Ingest Chinese content from platforms such as Douyin, Bilibili, Xiaohongshu, WeChat Official Accounts, X/Twitter, and podcasts, automatically transcribe videos, enrich with summaries, tags, and insights, and store the result as structured Markdown in an Obsidian vault with an MCP server for agent‑wide retrieval.
by meloncafe
Provides remote access to a self‑hosted ChromaDB instance via MCP, letting Claude and other AI assistants share the same vector memory across desktop, mobile, and code environments.
by parallelclaw
Provides a local‑first searchable memory store that indexes Claude, Cursor, Cline, Telegram, Obsidian and other AI chat sessions into a single SQLite + FTS5 corpus, exposing the data to any MCP‑compatible client.
by rps321321
Provides AI agents with deep, structured read, write, search, tag, link‑graph, canvas, and semantic capabilities over an Obsidian vault, all through the Model Context Protocol.
by dcondrey
Enables Claude AI to manipulate Scrivener projects, perform file and folder operations, manage metadata, and conduct AI‑driven content analysis and enhancement directly within the writing environment.
by MarcoPorcellato
Transforms a local Logseq OG graph into an autonomous, high‑token‑density workspace by continuously indexing notes with a local LLM and applying agentic enhancements, all while staying fully offline.
by itechmeat
Provides a deterministic, plain‑Markdown memory layer that lives inside an Obsidian vault, allowing AI agents and any MCP‑compatible runtimes to read and write preferences, signals, evidence, and audit trails directly as files.
by karrolcia
Provides a universal, self‑hosted memory service for AI models, exposing remember, recall, forget and a suite of advanced knowledge‑graph tools via MCP.
by cyanheads
Provides a local service that lets agents read, write, search, and surgically edit notes, tags, and frontmatter inside an Obsidian vault through the Model Context Protocol tools.
by kunwar-shah
Provides a full‑stack web interface to browse, search, and analyze Claude Code conversation histories while offering a Model Context Protocol server that supplies persistent structured memory to Claude Code across sessions.
by JSONbored
Provides a turnkey, single‑container deployment of the Mem0 OpenMemory AI memory layer, bundling a FastAPI/MCP server, Qdrant vector store, and Next.js UI for easy self‑hosting on Unraid.
by zhitongblog
Provides a local‑first markdown editing environment that integrates directly with large language models via a bundled MCP server, supporting AI‑powered rewrite, per‑note git commits, encrypted GitHub sync, and rich authoring features such as WYSIWYG editing, KaTeX, Mermaid, and semantic search.
by TheWinci
Provides AI coding agents with a persistent, locally stored, searchable memory of a project's codebase, drastically reducing token usage and response latency.
by Edlineas
Provides persistent, cross‑session memory for AI‑powered IDEs using a local SQLite‑based vector database and semantic search, enabling AI assistants to recall project knowledge, preferences, and tasks without re‑injecting large context files.
by epheterson
Search and read over 100 million offline articles from ZIM archives via a fast, API‑first knowledge server.
by agentset-ai
Provides an open‑source platform to build, evaluate, and ship production‑ready retrieval‑augmented generation (RAG) and agentic applications, offering end‑to‑end tooling from ingestion to hosting.
by bobmatnyc
Provides a lightweight, embedded graph‑based memory system that stores and recalls contextual information for AI applications without requiring external LLM calls.
by knowns-dev
A CLI‑first knowledge layer that gives AI persistent memory of project context, enabling tasks, linked documentation, and built‑in time tracking while keeping everything version‑controlled in a local .knowns folder.
by Hmbown
Enables AI assistants to work with documents that exceed their context window by storing content externally, providing search, code execution, evidence tracking, and recursive sub‑agents via an MCP server.
by IzumiSy
Provides a knowledge‑graph memory server backed by DuckDB, enabling fast, scalable storage, fuzzy search, and relational queries over entities, observations, and relations.
by ankimcp
Enables AI assistants to interact with Anki for creating, editing, reviewing, and managing flashcards through a Model Context Protocol server.
by jasperket
Provides an MCP server that enables Claude Desktop to create, update, and manage Anki decks and cards via AnkiConnect.
by VeriTeknik
Provides a self‑hostable web interface that unifies discovery, configuration, and management of MCP servers while turning AI conversations into searchable, versioned organizational knowledge.
by doobidoo
Provides a universal memory service with semantic search, intelligent memory triggers, OAuth‑enabled team collaboration, and multi‑client support for Claude Desktop, Claude Code, VS Code, Cursor and over a dozen AI applications.
by ukkit
Organize, summarize, and search Claude Desktop chat histories locally, providing infinite memory with privacy‑first storage.
by rember
Creates flashcards from chat notes or PDFs via the Model Context Protocol, interfacing with the Rember API.
by ragieai
Provides access to Ragie's knowledge base retrieval capabilities via the Model Context Protocol, enabling AI models to query and obtain relevant information.
by qdrant
Provides a Model Context Protocol server that stores and retrieves semantic memories using Qdrant vector search, acting as a semantic memory layer.