"Assistance with macOS Spaces feature" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Connects AI agents such as Claude, Cursor, ChatGPT, and Gemini to documentation published with ClickHelp, a help authoring tool. Agents can search a documentation portal, navigate its table of contents, and read topics, so answers come from the current published docs instead of guesses or a stale copy. Read-only access to public publications, no authentication required. Every ClickHelp portal has its own endpoint at /published-docs-mcp-server; this listing points to the ClickHelp user guide.
EU business duties for AI agents: legal obligations with sources and pre-checks (DE, LU, EU)
Oathlayer is an independent check on AI answers. It checks each answer against independent sources, gives it a clear verification tag, and records it with a permanent doc number that anyone can look up free at oathlayer.com/verify. It reports what happened; it does not judge right or wrong. Works on any topic and with any AI model. Tool: verify_output. Connect at https://mcp.oathlayer.com. The Five Pillars of Trust: Verification Successful - Oath Approved; Verification Threshold Not Met; Various Perspectives Apply; Complex Question - Threshold Reserved; Clarity Needed to Continue. Citation Checks: paste a case citation and Oathlayer checks it against official court sources. Each citation gets a short tag: Confirmed, Unofficial, Mismatched or Not found. If trusted sources report a case was overruled, it says Reported overruled. It checks the citation only, not whether the case supports your argument. Also available as Ask Oathlayer at oathlayer.com/ask (no programming needed) and an API (oathlayer.com/docs). Free trial: 5 free verifications, no card needed (oathlayer.com/signup). Then pay as you go: one credit per check, credits valid 12 months, no subscriptions.
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
Discover MCP servers and packages, inspect their documented capabilities, endpoints, authentication requirements, provenance and observed readiness, and retrieve cited reference passages with document versions. Koskamo provides public discovery and reference tools alongside separately authorized contributor and owner workflows for server registration, listing maintenance, keys, issue reports and operation receipts. Tool discovery does not grant write authority: protected actions require the applicable account or owner key and documented confirmation. Live protocol observations and directory records are evidence of what was observed, not a guarantee that every connected service or tool works without its own credentials. Returned reference passages and third-party descriptions remain source material to review before citing or acting. Official connector repository: https://github.com/empline/koskamo-mcp. Support: support@koskamo.com.
Search the FAA handbooks, advisory circulars and Airman Certification Standards (ACS) used for pilot training, and read any page in full with its figures, charts and tables. Every result links back to the exact page so answers can be cited. Free, public, no API key.
Search the Ricuicui module catalogue, read the documentation and get the latest version of Ricuicui, the agentic browser and AI workstation with local AI and agents. Read-only tools: search_modules, get_module, read_documentation, get_latest_version. No key needed.
Your team's stories, acceptance criteria, designs and docs, for coding agents. Sign in with OAuth.
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.
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
UK solar PV and heat pump calculators, with guides, on one server. Follows the MCS methods. No key.
MCP server for GLPI: tickets, ITIL, assets, knowledge base. GLPI 10/11. Not affiliated with Teclib'.
DevSpeak is a writing tool for developers, available to your coding agent over MCP. Call `optimize_text` to improve a PR description, commit message, ticket or doc in the language it was written in, or set `correctionsOnly` to fix only spelling, grammar and punctuation. Call `translate_text` to turn rough notes into a technical spec, Jira tickets, an RFC, an API design or a data model for the audience you choose (Junior Dev, Senior Dev, Tech Lead, SRE or Data Engineer). It also translates README files with `translate_markdown`, refines earlier output and lists your history. Requires a DevSpeak API key; a free account includes one key with 50 API requests a month.
Docsy gives AI assistants current, version-specific documentation for libraries, frameworks and SDKs. Resolve library IDs and versions, then search and fetch focused official documentation with original source links using five read-only MCP tools. Hosted Streamable HTTP with OAuth 2.1 sign-in.
Sourced, citable definitions of prompting and LLM techniques, with relations and primary sources.
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
Find Japanese subsidies, check eligibility with guideline citations, and fill official forms.
Vietnam HS code classification, import/export tariff lookup, explanatory notes and WCO classification opinions for customs declarations. Unofficial; not affiliated with Vietnam Customs. By OZ.
STEMPA seals one brief every AI reads the same way, with a signed receipt.
Where apps write their log files on Windows, macOS and Linux, as exact copyable paths.
Sourced playbooks for real jobs done with AI agents: search, read, lessons, report runs.
Official MCP server providing AI assistants with direct access to Stimulsoft Reports & Dashboards developer documentation. Enables semantic search across FAQ, Programming Manual, Server Manual, User Manual, and Server/Cloud API references across all Stimulsoft platforms (.NET, WPF, Avalonia, WEB, Blazor, Angular, React, JS, PHP, Java, Python).
Read-only CloudMedico product information with verified source links.
Plain-English directory of which apps connect to ChatGPT, Claude, Gemini and Grok, with steps.
Give an agent a place to put large output. Instead of returning 40k characters of a build log into the conversation, it posts the file to docbin and hands back one short URL. Docs render with syntax highlighting and markdown, every update is a new immutable version, and old links keep working. Six tools for create, read, update, delete, list and search. Works anonymously with no signup, or sign in for permanent docs under your own handle.
Convert PDF, DOCX, HTML, and URLs to clean, LLM-ready markdown with tables preserved
Which apps connect to ChatGPT, Claude, Gemini and Grok, with steps and official sources. Read-only directory: plan required and official source for every answer.
Point Claude Code, Qwen Code, Cursor, or any MCP client at https://docs.jmeter.ai/api/mcp and your agent answers JMeter questions grounded in this documentation, with a source link for every answer. Free, no API key, no signup.
Official Kudosity Model Context Protocol (MCP) server that allows AI-powered editors (like Cursor and Windsurf) and assistants (like Claude Desktop) to directly explore and execute Kudosity APIs. With MCP, your AI can search API specs, generate code snippets, and run live requests; all without leaving your development environment.
Read-only MCP for Japanese business systems: APIs, authentication, integration routes and live status, each with source URL and survey date. Website: https://renkeimap.jp Systems: https://renkeimap.jp/system Live status and outages: https://renkeimap.jp/status Integration tools: https://renkeimap.jp/tool AI and automation tools: https://renkeimap.jp/ai Guides: https://renkeimap.jp/guide How to use this MCP: https://renkeimap.jp/guide/learn/our-mcp-server 日本の業務システムの API・認証・接続方式・稼働状況を、出典と調査日つきで返す読み取り専用 MCP（IT連携マップ）。 システム一覧：https://renkeimap.jp/system 稼働状況・障害情報：https://renkeimap.jp/status 記事・ガイド：https://renkeimap.jp/guide この MCP の使い方：https://renkeimap.jp/guide/learn/our-mcp-server 訂正窓口：https://renkeimap.jp/request
Read-only access to Praetorium’s verified game reference. Search missions, rules, factions, and datasheets, or retrieve structured data for roster planning with source attribution.
Read-only MCP server that answers questions about turva.dev from its published data. Five tools return JSON: the service catalog with prices, contact and operator details, engagement principles and dated agent-readiness and security evidence with verification links. Connect over Streamable HTTP. You need no API key. The server does not scan other websites or run audits.
Read-only access to the independent Grok Bot Wiki: search community bots and retrieve practical guides, workflow resources, and directory information. Unofficial educational resource, not affiliated with xAI; public listings are not independently verified performance claims.
Write product documentation to share with your whole team, including testable specifications.
Read-only public Twitter data and TweetAPI docs for AI agents. Not affiliated with X Corp.
Clerk is an authentication and user management platform. Its MCP server lets coding agents set up and manage Clerk without leaving the editor. Agents can pull SDK snippets, quickstarts, and Clerk’s agent skills. They can also create apps, update instance settings, and manage users and organizations. To go live, they can create a production instance and check its domain. Sign in with any Clerk account, including a free one. Secret keys are never returned in plain text.
Search the official MCP registry: 17,000+ servers with trust grades, stars, tools, install config.
Browser compatibility and Baseline status for any web feature — offline, from bundled MDN data.
Mlola UI components, tokens and design rules for coding agents, with a markup checker
Document to Markdown MCP server: PDF, Word, PowerPoint, Excel and HTML, with OCR for large files.
