"Making an MCP server interact with launched shell commands, including interactive commands" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
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.
UK solar PV and heat pump calculators, with guides, on one server. Follows the MCS methods. No key.
Keyless docs/discovery. RPC follows chain policy; indexed data and account tools need an API key.
Document to Markdown: convert Word, Excel, PowerPoint and PDF files to Markdown for an LLM.
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
90-day AI adoption framework for managers: overview, pricing, FAQ and an AI readiness assessment.
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.
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.
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
Sourced, citable definitions of prompting and LLM techniques, with relations and primary sources.
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.
Public, dated project notes from the iinventedlight / corrow indie studio, covering the Starweave DAW, the Crystal Storm game, music and art. It's a remote streamable-HTTP MCP server at https://iinventedlight.com/mcp, with three read-only tools: list_notes, read_note and search_notes. There's also an optional submit_contribution tool that needs a key and only sends to a private review queue that a person approves. Agents should ask their user before submitting anything. Notes are CC BY 4.0.
Read-only access to published WAX / WEIGHT candle-making calculation guides. list_guides lists or searches public pages; read_guide reads an allowlisted guide. No authentication is required. This endpoint does not remotely calculate recipes, validate safety, choose wicks or predict scent throw. Website: https://waxweigh.com/
Sourced playbooks for real jobs done with AI agents: search, read, lessons, report runs.
KAI by Black Knight Technology is a neutral AI interoperability and commerce network connecting independent AI agents, tools, APIs, businesses, and marketplaces. KAI supports discovery, coordination, and collaboration across compatible standards, including MCP, A2A, HTTP APIs, and x402, without requiring participants to surrender ownership of their systems. Its public MCP server provides read-only information about the KAI network, supported standards, pricing, developer onboarding, and partic
Plain-English directory of which apps connect to ChatGPT, Claude, Gemini and Grok, with steps.
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.
Read-only CloudMedico product information with verified source links.
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).
Official Langfuse documentation for building LLM evaluation workflows: datasets, experiments, LLM-as-a-judge evaluators, custom scores, human annotation, and prompt/model comparison. Search documentation and retrieve current code examples, including tracing and SDK integrations. Remote Streamable HTTP server; no account, API key, or local installation required. Provides documentation guidance; accessing project data and running evaluations require separate setup.
