MCP Server Directory

PHP, Symfony & Laravel playground io.github.Oipnet/php-playground

Create shareable links to run Symfony, Laravel or plain PHP code in the browser, no install.

Fittest io.github.Pavel-Tk/fittest

Three ML interatomic potentials check a molecule: trust (Beta-posterior score, 90% CI) or DFT.

Côte d'Ivoire Rural Land Parcels (AFOR · Foncier rural) io.github.BumiAtlas/cotedivoire-land-parcels

Ivorian AFOR rural land-certificate parcels by parcel code, dossier, village or coordinates.

Memory for a Claude Code agent that survives the session: five tools, a markdown vault, all local.

Operto MCP by usefulapi io.usefulapi/operto

Read properties, reservations, guest access codes, smart locks and thermostats in Operto.

Occupation classifier: free text to ranked O*NET-SOC codes with tasks, skills and RIASEC. Local.

QRay link.qray/qray

Create and edit dynamic QR codes from AI assistants via the QRay agent MCP endpoint.

US state bills and hearing transcripts: search bills, testimony, speakers, hearings.

Encode, decode, and convert numbers across FP32, FP16, BF16, TF32, FP8/6/4, and integer formats.

Palimpalem com.palimpalem/website-drafts

Build a free website draft for a small local business from a description or its old website.

Struq nl.struq/struq

Cinematic, award-winning web design for coding agents: direction, build plan, GSAP motion, audits.

Spree Commerce developer docs for AI agents io.github.spree/ecommerce-docs

Spree Commerce docs for AI coding agents: build headless B2B and marketplace ecommerce on its APIs.

Rust development tools for offline context, compiler diagnostics, focused tests and Cargo execution.

Local AVE timeline editing and exports for Claude Code only. Existing AVE connection required.

Local code-intelligence server: hybrid code search, call graph and project memory.

ECOProfil pl.ecoprofil.www/product-catalog

Read-only building materials catalog: product search, specs and PLN net/gross prices.

ID & Format Oracle tech.noahsarch/id-format-oracle

Validate IBAN, BIC, VAT, national IDs, phones, postal codes offline; 240+ identifiers.

Crypto alert chains in your AI assistant: check alerts, test ideas with the replay, build chains.

OUROS com.ourosagents/ouros

Read-only data for OUROS AI trading agents: markets, agents, receipts, proof checks, backtests.

UK Data: Compliance and finance checks uk.co.reliness/compliance-finance-checks

LEI lookups with parent companies (GLEIF), IBAN validation and UK sort code checks

Architecture Researcher com.julienlanoo/architecture-researcher

Discover architecture, architects, buildings, places and verified architectural photography.

codercops com.codercops/codercops

Search developers and remote developer jobs on codercops, a hiring marketplace.

Detect Node engine drift across package.json, CI config, and Dockerfile before it breaks a build.

Vibecode com.vibecodeapp/vibecode

Build native iPhone apps and web apps by chatting. Vibecode's agent writes, builds and tests them.