"Coolify - An Open-source Self-hosting Platform" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Read your microservice catalog: MICROSERVICE.md files, contracts, and who depends on what.Read your microservice catalog: MICROSERVICE.md files, contracts, and who depends on what. What you can do: - Implement a service from its spec and contracts - Call or consume another service using its real contract - Check the impact of changing an endpoint or event before you make the change - Find a service in your catalog, or resolve it from the Catalog ID line in a repo's MICROSERVICE.md A microservice.md account is required.
Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.
Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
Built-in MCP server of every NET Genium Online instance (low-code platform for business apps). Your agent reads and writes your application data, reads and changes the application model (forms, view pages, controls, permissions, SQL data model) and searches the platform docs, so what it builds follows the platform's conventions. Connect through one address and pick your instance at sign-in (OAuth). A single-user instance is free at netgenium.online, no payment card.
Your docs site. No editor to open. Just ask Claude.
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.
Document to Markdown: convert Word, Excel, PowerPoint and PDF files to Markdown for an LLM.
Current PHP and WordPress pages, plus an error lookup and upgrade breaks.
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.
Live npm/PyPI/crates facts + README fetch for agents. Settle-proven 2026-11-02 (SELF-PROOF).
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.
Find TypeScript source mods, read setup requirements, and prepare a cart for human checkout.
Read-only facts on Holos33, an EU privacy-first wellbeing platform: modules, Early Access, privacy.
Your team's stories, acceptance criteria, designs and docs, for coding agents. Sign in with OAuth.
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.
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
Search and read UmbHost help articles: GreenStack, Umbraco hosting, DNS, email, SSL and more.
Documentation MCP server for Sorsa API (https://api.sorsa.io), an independent read-only API for public X/Twitter data. Lets AI assistants search and retrieve the public API documentation, endpoint guides and integration examples. This connector provides documentation, not live X/Twitter data. Documentation: https://docs.sorsa.io.
Software end-of-life dates, open-source licenses, browser support for web features and RFC facts.
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.
Inspect GOV.UK guidance, check quotations, and monitor recorded HMRC changes. Free agent trial.
Provides a platform-agnostic specification of the technical features every decent website should have
Canonical vocabulary server for autonomous business design. Exposes the Arco Lexicon as seven MCP tools: term lookup, related terms, alignment verification, citation formatting, source retrieval, term listing, and term suggestion. No authentication required. Streamable HTTP transport.
Read-only CloudMedico product information with verified source links.
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.
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.
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 public discovery for Blastak, a WhatsApp-first appointment booking platform for Moroccan salons, clinics and service businesses. Two tools return official public routes and machine-readable discovery document URLs. No authentication required. It does not create bookings, send messages or access customer data. Blastak supports French, English and Arabic interfaces. Fictional client/owner demo: https://blastak.app/b/demo.
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.
Connect to the MCP Studio SDK MCP server. This server is connected to two sources: the MCP Studio SDK documentation and the GitHub sample application repos. These resources are great for individuals looking to embed MCP Studio SDK into their web applications, and need an easy way to connect to an MCP server that has access reliable resources for AI-assisted engineering workflows.
Read-only MCP for Electrik Slate: Blade component docs, blocks gallery, source, and llms.txt.
Generate wiki docs from source code. Supports PowerShell, Python, Go, C#, Java, COBOL.
Open-source API specs for African providers (payments, SMS, KYC, delivery) for AI agents.
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 ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI projects.
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as DOCX files.
