G2, Trustpilot, Yelp reviews with sentiment and theme extraction across sources.
Live and historical NBA/NFL/NHL data — fantasy bots, content sites, betting research.
Forecasts, climate history, severe alerts by location — for outdoor-event planners.
YouTube video search with transcript extraction as first-class output.
US outdoor recreation: 37k+ trails, 30k+ campgrounds, parks, weather + wildfire safety. Read-only.
Search ProtoClinical's current K-beauty catalog and manage buyer-approved carts and checkouts.
ThousandEyes MCP Server for network intelligence: outages, anomalies, alerts, events, and tests.
Name the job, not the vendor. Routes a provider, fails over, catalog off the tool list.
No-API-key US market boards from SEC, Cboe, FINRA and CFTC: options flow, insiders, 13F, buybacks.
13F ownership behavior for 96 managers: signals, estimated cost basis, daily watchlist events.
Shared Timill Cloud server: query and edit your work-platform data with full per-user RBAC.
Your hosted Timill instance: query and edit your work-platform data with full per-user RBAC.
Pay-per-call Apify Store analytics with free MCP discovery and x402 payments.
Pay-per-call China macro and supply monitors: revisions, FDI, LEI changes, 1688 suppliers.
9 pay-per-call company intel tools over MCP. Free discovery, calls settle in USDC on Base (x402).
Pay-per-call retail, advertising, and app-release decision intelligence.
Pay-per-call where-and-when-to-operate signals from official local statistics.
Pay-per-call shipping evidence: canal queues, tanker flows, container and carbon exceptions.
8 pay-per-call web intel tools over MCP. Free discovery, calls settle in USDC on Base (x402).
Live TipRanks market data: analyst ratings, Smart Score, technicals, options, portfolios.
Normalized SEC EDGAR fundamentals. 3 of 6 tools free; the rest $0.04-$0.10 per call in USDC.
Search 5,950 US WARN Act layoff notices by state, employer, and date (CA, TX, NY, IL, NC).
Real-time order tracking for Shopify merchants: look up, list, and refresh shipments.
DEPRECATED — use com.traderwai/traderwai instead.
About Development MCP servers
Development is the broadest category on mcp.site. It covers servers that give an AI agent hands-on access to the software lifecycle: sandboxed shells and terminals, version-specific library documentation, package registries, test runners, debuggers, build and deploy pipelines, and project tools such as issue trackers. Most run locally over stdio because they need your filesystem or toolchain; a growing share run as hosted endpoints you connect with an API key or OAuth.
When choosing one, start with what the agent should be able to do without asking you, then check how the server scopes that access. Good servers expose a small, typed set of tools, document every environment variable, and let you restrict paths or repositories. Prefer listings with an Official badge or a recently updated repository, and read the install snippet for your client before adding credentials.