Development MCP Servers

OpenHAL is a universal driver specification that lets AI agents safely discover, set up and control lab and manufacturing equipment through the same read and write commands. Each device has a file of limits a person confirms, OpenHAL checks every command against that file, and actions that can't be undone are held for a person's approval. OpenHAL has 36 drivers, tested on simulators so far.

Scholarly integrity and papers — citation checks, literature/PubMed search, academic experts, PDF tables (6 MCP tools). Panda Federation focused server.

Public leads and enrichment — NPI, podcasts, local businesses, hiring, websites, teams, trends, trucking (8 MCP tools). Panda Federation focused server.

Site, email and agent safety — SPF/DKIM/DMARC, AI/SEO audit, page-change monitor, free hidden-AI scanner (4 MCP tools). Panda Federation focused server.

AzYun is a unified API gateway that works as the model-calling layer behind MCP workflows: one standard API reaches OpenAI, Claude, Gemini and other models, with high-concurrency load balancing and transparent pay-as-you-go billing, so agents and apps can call any model without a separate integration per provider.

Approve-first inboxes hold every outgoing message until a person signs off. Otherwise an AI agent gets its own email address through one API call, on a free plan that needs no card.

MCP server and CLI for real iPhones and iOS simulators: read screens, tap, type, and verify accessibility assertions. Runs locally on macOS.

Schedule HTTP requests from an agent: once at an exact time or on cron, with retries and run logs.

Query 19.8M+ active jobs across 434 ATS feeds (Greenhouse, Lever, Ashby, Workday) via Remote HTTP & OAuth 2.1 MCP.

Network checks for agents: DNS, DNSSEC, SPF/DKIM/DMARC, TLS, BGP/RPKI and WHOIS, with plain-English fixes.

Complete backend for AI-built apps: write only the frontend. Data, auth, RBAC, workflows, SLAs, HITL, hybrid RAG, and LPG+RDF in 176 MCP tools.

Parse 70+ document formats across 75+ languages (PDF, Office, CAD, BIM, OCR, SAP) into structured tables and LPG/RDF entities via 13 MCP tools.

Give Claude a real browser for reading the web. screenshot.com.ar opens any public page in Chrome (JavaScript included) and returns what a person would see: the main content as clean markdown, a screenshot, or both from a single page load.

Manage over-the-air (OTA) updates for React Native, Expo, Capacitor and Cordova apps: releases, rollouts, rollbacks, channels and docs search.

Look up and filter public CVEs from your AI assistant, with CVSS scores, CISA KEV and EPSS. Free, open source, no API key.

A read-only MCP server that lets AI agents explore .NET solution dependencies — projects, namespaces, and types — with source reference evidence. Installable from NuGet via dnx; requires the .NET 10 runtime.

Check a domain's SPF, DKIM, DMARC, MX, MTA-STS, TLS-RPT, BIMI, DANE and DNSSEC, and analyse email headers.

Intimate voice AI: 29 voices, 22 languages, emoji vocal cues (whisper, sigh, breathless) and multi-voice scenes.

Search 267 animated React components and get their props and source to install with the shadcn CLI.

Deploy, roll back, read logs, manage billing plans and debug webhooks for Shopify apps hosted on Meridian, from your coding agent.

A sandboxed terminal on your Mac for Claude chat and Cowork: shell commands, tmux sessions and file edits with no approval dialogs, inside the macOS sandbox (Seatbelt), which blocks ~/.ssh, ~/.aws, the Keychain and startup files. One stdlib Python file, no dependencies, no telemetry.

Delegate bounded GitHub coding tasks from your agent through local MCP. Prepare acceptance checks, set a price limit, track jobs, and review result branches and receipts. Early alpha; US-only; account and credit required.

Localization for iOS and Android apps: read a string catalog, see what's missing per locale, draft translations against the glossary and length limits, and push or pull .xcstrings and strings.xml files.

Creates 2D games, sprites, parallax environments, and other assets

Read-only MCP server for the Harbor container registry: projects, repositories, artifacts, vulnerability reports, robot accounts and replication.

Local Firebase emulators for coding agents: Firestore, Auth, Storage, Functions, logs, rules checks.

A points ledger for AI agents, delivered as a signed macOS MCP server. A human grants and deducts points in a native SwiftUI app; connected agents can only read their own balance and transaction history.

Convert HTML or a URL to PDF, PNG, JPEG or WebP from any MCP client. It can also render saved HTML templates and check credits and conversion logs. Needs a PDFShift API key; the free plan has 50 credits a month.

SSH for AI agents through a native Mac app. You set per host what the agent may do, and production always asks.

Registrar, created and expiry dates, domain age, and nameservers per domain, from RDAP and WHOIS.