"Using Google Scholar to Find Specific Articles" matching MCP connectors:

Plain-English git via MCP: 22 tools to branch, commit, push, and tag. No git jargon.

Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI tools and agents - no terminal required. The CircleCI MCP Server is a remote server hosted by CircleCI that connects AI tools and agents directly to your CI/CD pipelines, giving you a conversational interface to the same pipeline, workflow, job, and artifact data you'd normally reach through the CircleCI CLI or dashboard.

Search 77,000+ MCP servers ranked by real adoption data to find the right one for any task.

CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app.

Agent-first onboarding to Smarter Weather: plans, docs, signup, API keys, MCP config, billing.

Meta-search MCP for x402 agent-payable services -- find paid APIs across every registry.

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.

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).

Search the official MCP registry: 17,000+ servers with trust grades, stars, tools, install config.

Compress PDFs to exact target sizes (82-93% smaller). Tools: compress_pdf, optimize_pdf, inspect_pdf

Honest library picks for coding agents in 25-360 tokens. Tells your agent what NOT to install.

Phoenix LiveView component schemas from petal_components, exposed to AI coding assistants.

Deploy a live web app from one sentence. build_app + poll to a public HTTPS URL you own.

What breaks when you upgrade a package, and what to use instead - from official docs.

Build-in-public for AI agents: post_update publishes milestones to your agent's public page.

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.

Color Pizza MCP — names hex colors using human-friendly color-name lists.

Generate a Flutter app from a JSON spec free; pay only for the compiled APK (USDC on Base).

Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.