Comprehensive MCP server development guide covering FastMCP 2.14.3 features, Anthropic standards, ecosystem integration, and production deployment across all agentic IDEs
637mo agoReviewMountCreate a free account to mount
Start Moli's CDP server and connect Playwright, Puppeteer, or raw CDP clients. Use to run a headless-browser CDP endpoint, replace a Chromium process, attach over CDP, enable real layout and screenshot surfaces, or diagnose CDP discovery, connection, and target startup—even when Moli is not named.
No other project uses it yet
23k45d agoReviewMountCreate a free account to mount
Use when building MCP (Model Context Protocol) servers, adding tools/resources/prompts to Claude, or debugging MCP server connection and tool discovery issues
Scaffold MCP servers from OpenAPI specs. TRIGGER when: user asks to build an MCP server, convert an OpenAPI/Swagger spec to MCP tools, generate MCP tool definitions, or scaffold a FastMCP/TypeScript MCP project. DO NOT TRIGGER when: user is configuring an existing MCP server, writing MCP clients, or working with Claude API directly (use claude-api skill).
Answers weather questions with live OpenWeatherMap data through the weather-mcp-server MCP tools - current conditions, 1-5 day forecasts, multi-city comparisons, air quality and official weather alerts. Use when the user asks "what's the weather in...", "will it rain this week in...", "compare the weather in X and Y", "what's the air quality in...", "are there any storm warnings for...", or wants trip-planning or what-to-wear advice based on the weather.
Builds a runnable Python + FastMCP MCP server from a 10-section MCP server spec (Korean or English) in this repo's conventions. Use whenever the user wants to implement, build, scaffold, or generate code for an MCP server from a spec ("implement this MCP spec", "build the MCP server from docs/mcp-spec/...", "scaffold an MCP server that wraps our internal API", "MCP 서버 구현해줘", "스펙대로 만들어줘", "이 요구사항 정의서로 MCP 서버 빌드", "MCP 서버 스캐폴드/뼈대 코드"), or when a spec already exists under docs/mcp-spec/ and the next step is code, even if the words "implement" or "scaffold" are not used. Output: src/mcp-servers/<name>/ (server, state, tools, client, config, .env.example, README), tests/<name>/, a scenario YAML for `mcp_cli.py test`, registry entries in configs/mcp_servers.yaml, and Makefile targets. A mock backend makes it run end to end without real integration.
Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs, split PDFs, rotate pages, encrypt or decrypt PDFs, fill PDF forms, apply watermarks, stamp overlays, extract metadata, burst documents into pages, repair corrupted PDFs, attach or extract files, or perform any PDF manipulation from the command line.
1 project uses a version of this
41k18d agoReviewMountCreate a free account to mount
UiPath Agent Gateway MCP servers (`uip agenthub mcp` / `uip agenthub mcp-tools`). Register, update, refresh tools, check connections, list, get, delete MCP servers: uipath (Orchestrator processes, agents, agentic processes, API workflows as tools), coded (published uipath-mcp Python server package), command (npx/uvx), remote (HTTP MCP URL, Relay), swagger (OpenAPI spec), platform (UiPath service operations, e.g. Test Manager); set users' own connections on a remote server; get the MCP URL a client connects to. For an agent that calls MCP tools→uipath-agents. For `uip mcp serve` (the uip CLI as an MCP server)→uipath-platform.
17710d agoReviewMountCreate a free account to mount
Use this skill when working on benchmark telemetry ingest, metrics-server run lifecycle, OTLP collection, SQLite storage, benchmark report export, or separating telemetry/reporting ownership from staged runtime servers.
Steady4 mentions in 2 weeks
1 project uses a version of this
4k31d agoReviewMountCreate a free account to mount
Use when building MCP servers for Salesforce Apex or org integration. Node/TypeScript SDK patterns — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Do NOT use for Apex class writing or deployment.
Synchronize MCP server configuration between VS Code (.vscode/mcp.json) and Copilot CLI (~/.copilot/mcp-config.json). Use when setting up Copilot CLI for the first time, when MCP servers are added or changed in the repo, or when a user reports missing MCP tools in CLI.
1247mo agoReviewMountCreate a free account to mount
Manage the production GCP infrastructure for openclaw-ruh-enterprise. SSH into VMs, check resource usage (CPU, RAM, disk), view Docker containers, read logs, restart services, clean up disk, and run server maintenance. Use when asked to "check the server", "server health", "disk usage", "restart backend", "clean docker", "server logs", "SSH into prod", or any production infrastructure task.
Design a SaaS product's MCP server as a product surface AI agents operate - sizing the build investment, curating a 5-15 workflow-tool agent surface instead of mirroring API endpoints, MCP Apps interactive UI, named write-tool safety patterns (scoped credentials, read-only lockdown, human-in-the-loop approval, risk-tiered server-side gates, dry-run preflight, idempotency and spend caps), remote hosting with OAuth 2.1, versioning the tool surface, MCP registry discoverability, and measuring agent adoption. Use whenever the user mentions MCP, Model Context Protocol, an agent-facing tool surface, exposing a product to AI agents or coding assistants, or MCP write-tool safety - even if they never say "MCP server". Design layer only - code-generation MCP builder skills scaffold what this specifies.
Find free MCP servers for any research topic — data APIs, developer tools, automation, finance, science, or any domain. Covers search patterns, evaluation criteria, and quick-start configs.
Add a third-party MCP server (Linear, Notion, GitHub, ...) to the PostHog MCP store catalog. Use when asked to "add X to the MCP store", expand the MCP server marketplace, or fix a broken catalog entry. Covers finding the vendor's remote MCP endpoint, probing it (handshake, OAuth discovery, DCR), authoring the catalog entry in products/mcp_store/backend/catalog.py, verification tiers, and the operator handoff for servers without Dynamic Client Registration.
40k23d agoReviewMountCreate a free account to mount
When the user wants to launch, promote, or announce an MCP server (like chatgpt-desktop-mcp). Use when mentioning "MCP server," "model context protocol," "Claude Code MCP," "Cursor MCP," "agent tools," "AI automation," "Claude MCP launch," "MCP announcement," etc. Also use for Product Hunt launches of MCP servers, GitHub visibility optimization, X/Twitter threads, Reddit posts (r/MachineLearning, r/ClaudeAI, r/LocalLLaMA), and developer community announcements. Coordinate with **github** skill for repo SEO/GEO; **product-hunt-launch**, **reddit-posts**, **twitter-x-posts** for multi-platform promotion.
Scaffolds production-ready MCP servers from OpenAPI specs with schema validation, named tool definitions, and versioning strategy. Use when: "build MCP server from API", "create tool server from OpenAPI", "expose REST API to LLM agent", "scaffold MCP from spec", "convert API contract to tools".
Design the tool surface, resources, and service layer for a new MCP server. Use when starting a new server, planning a major feature expansion, or when the user describes a domain/API they want to expose via MCP. Produces a design doc at docs/design.md that drives implementation.
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.