"Categorizing messages such as emails or system logs" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Find explanations and worked examples in Ithy’s public article library, from SSD capacity to USB-C cables. Search titles and descriptions, then read relevant passages with source links and dates. No account or API key. Read-only; no new research or private data access. Articles are AI-assisted secondary sources—check important claims against original references. https://ithy.com/connect
Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
Verify AI-generated answers against before anyone acts on them. Oathlayer checks any AI answer, not just legal, and returns a clear tag: Verification Successful, Verification Threshold Not Met, Various Perspectives Apply, Complex Question, or Clarity Needed. Legal citations get their own check: confirmed on official sources, found only on unofficial sites, mismatched with the correct citation shown, or not found. Every check gets a permanent doc number that anyone can verify free at oathlayer.com/verify. One credit per completed check. Works on any AI model.
Cited answers in Claude or ChatGPT only from your office's procedures; says so when not covered.
Search Kayako cases, replies, customers and help-center articles, and reply to or create cases.
Free, read-only access to Alicia's published English and Chinese notes on Houdini, Three.js, OpenUSD and AI-assisted 3D workflows. Search articles, read full Markdown, browse topics and recent notes. Results include canonical source URLs and author attribution. No account or API key; Streamable HTTP with four read-only tools. Digital Garden is the interactive 3D flower artwork at digitalgarden.si. Setup: https://digitalgarden.si/agents/?utm_source=glama&utm_medium=referral&utm_campaign=listing
Read a CFR or eCFR section, or search US federal regulations and the Federal Register.
Crawls any documentation or SaaS site and compiles a standards-compliant /llms.txt manifest and J.
Triage HappyFox tickets, contacts and KB articles, run reports, and reply or add private notes.
Ask questions about Claude Code, Cursor, Codex and MCP — get answers grounded in their official docs, with citations. A hybrid RAG service that AI agents call through two MCP tools (or over REST). It indexes ~600 pages of official documentation, refreshes itself daily, and every design choice is backed by an experiment.
Paste a bibliography or a single reference and find out whether the papers are real.
jitprompt gives your agents just-in-time instructions. Upload your docs as they are, and your agent gets the right section over MCP at the moment it needs it, instead of 20k tokens of system prompt every turn.
iinventedlight notes is a read-first MCP server for the public iinventedlight library: Cole Withington's notes and papers, plus openly licensed reference notes (CC BY, CC BY-SA, CC0 and public domain), and pages for corrow music and the Starweave app. Reading needs no account or key: list, search, read by section, ask a question, or browse a topic atlas. Agents can leave feedback or a correction without a key, and it stays pending until a person approves it. New notes need an access key and are reviewed by a person before anything is published. Feedback never changes a note's published text.
Grounded search over chinaready.co — practical guides for launching software in Mainland China (ICP filing, app-store publishing, China cloud regions, payments). Three read-only tools: hybrid search, topic catalog, and full articles as Markdown. Every result carries an absolute source URL so answers can be cited. Free, no account, no keys.
Expert know-how (kits) any AI can read or run, always the latest version.
Prepare Secret Santa, Kris Kringle, and other gift-exchange drafts with participant names, gift limits, dates, and exclusions, and answer gift-exchange questions from Shuffleroo's help pages. Free, with no authentication required. The organizer reviews a private one-time draft link and starts the group themselves. Drafts expire after 24 hours. The connector cannot start groups, send emails or invitations, or reveal assignments. Learn more: https://shuffleroo.com/ai
Overleaf alternative online LaTeX editor. AI agents edit, comment, and chat. Keep or revert edits.
CapaLens is a read-only software directory for people and AI assistants. Explore 234 software products and 347 MCP, API and CLI interface listings using seven discovery tools. Documentation review does not mean live vendor testing or security testing; no vendor integrations have been tested. CapaLens does not execute vendor actions or collect vendor credentials.
Lean operations knowledge base built on DBS: cited answers, tool cards, plans and diagnoses.
Where apps write their log files on Windows, macOS and Linux, as exact copyable paths.
