"Testing Library" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
Search, save, and set reminders in your personal MarkIt library of links, posts, and notes.
Describe what's going wrong with your AI; get the named technique both of you can read. No auth.
Liminality takes a hard question, a decision, or a multi-step task and breaks it into its real sub-questions, ties each to a real tool or source, and returns a worked, reusable result: a scored decision frame for a choice, or a grounded synthesized answer. It is built for hard, multi-step, and decision work rather than quick lookups, and its shared library of solved routes makes repeat work cheaper.
Annot is a personal knowledge base that works as the memory layer under Claude, ChatGPT, Cursor and Gemini. Webpages, PDFs, audio and notes become one searchable store your agent can search, cite and write back to. Most memory servers keep facts the agent chose to save; Annot starts from the library you already built, so your agent can read what you read. 29 tools: search, context loading, write-back, topics, export. Annot account required (invite-only beta).
Private memory layer — one library your notes, docs, and chat history live in, that any AI tool (Claude, Cursor, ChatGPT) connects to over MCP instead of re-pasting context. Semantic search over your own documents with citations; every memory is a document you can read, edit, and delete. ~80% fewer context tokens than pasting your library. Connect via OAuth (sign in when prompted) — get started at
Connect Memlane, your personal library of saved links and notes
Remote MCP server for full read/write access to a Zotero library
Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.
- NugItOAuth via extensionio.github.matthewrusk
Save selected AI-generated answers as private Nugs in your personal NugIt library.
AI continuity and Library Templates: memories, profiles, rules, tasks, and checkpoints.
Search, read, cite, create, and safely update a user's private KeepFlash knowledge library.
- LeafOAuthapp.readwithleaf
AI assistant integration for Leaf — track books, log reading sessions, and manage your library.
Self-hosted AI prompt library: prompts, collections, tags, teams, chains. 29 MCP tools for agents.
Academic literature search, retrieval, and private library management on top of OpenAlex.
ContextBook is an open-source MCP server that gives AI tools a persistent, searchable context library. Store information as Books and Pages, retrieve exactly what's needed via natural-language semantic search - injected on demand, not pre-loaded. Works with Cursor, Claude, Windsurf, and any MCP-compatible client. Self-hostable, MIT licensed.