Every server in the official MCP Registry. Ranked by whether they actually work: we connect to each one and publish what happens.
18,725 servers
Adaptive sliding window query debouncing and micro-batch coalescing engine optimizing LLM throughput
Field service reports: hours, materials, sign-off, and the invoice the visit turns into.
MCP server that builds and validates LC-MS worklists for MassLynx, SCIEX OS, MassHunter, Xcalibur.
Swiss school & public holidays, 26 cantons, by Schulart (OpenHolidays + Nager.Date)
Gamma AI presentation generation MCP server for Model Context Protocol hosts
MCP server for ePayco — Colombian gateway: cards, PSE, Daviplata and cash networks
MCP server for Fetch Pet insurance claims management using Playwright automation.
Image generation & editing for AI agents (Runware) — text-to-image, bg removal, upscale.
Convert addresses to coordinates and reverse-geocode locations worldwide
Inject, parse, and strip [N] citation markers in RAG outputs.
MCP server exposing MySQL database functionalities as tools
MCP server for Travelpayouts API -- flight search, popular routes, price calendar.
MCP server for README.md generation from project metadata
Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON.

Sync your ConnectWise Automate fleet to local SQLite and answer cross-client RMM questions offline.
Recipes tools for recipes, meals, cooking by UnClick.
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
Zonnon MCP: 20 real tools to read, check, lint, scaffold, build and run Zonnon code.
TherapyNotes client portal: appointments, documents, billing, messages; confirm-gated sends, uploads
Kenya and East Africa history reference: timeline, leaders, heritage sites, ethnic groups, archives.
Extract the people a company publishes on its own team, leadership or about page.
Compare engine answers, inspect disagreement and grade study evidence for questions.
Scans agent code for untrusted input poisoning persistent cross-session memory
N1MM Logger+ MCP server. Live contest state: QSOs, bandmap, score, rate, multipliers.
RunAPI MCP server for Kling: create tasks, poll status, check pricing.
Japan used motorcycle listings from goobike.com via Apify