Developer Tools MCP Servers

Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.

Bank-scoped TBPI analytics for community bank executives. Perlucem account required.

Buy verified human work through MCP with owner-controlled agent spend accounts.

An MCP server that provides weather information

List models, read model details and send chat messages in Cerebras.

Connect AI clients to Seller Assistant workflows for Amazon wholesale operations.

Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

Live US traffic cameras from state DOT feeds with verified live status, via livetrafficcam.com

Redact PII from text before it reaches a model. Nothing stored, no third-party AI.

JSON Pointer token count, path discarded

Short links you can re-point after printing the QR, with click analytics. Free QR, no key.

Import duty into Canada only. By HS code and origin: tariff, surtax, quota, anti-dumping.

French land-use plans (PLU): what a zone or a street allows, cited at the article. No key.

Paid advertising for agents: rankings, quotes and MPP or x402 wallet integrations.

0-100 risk score for stablecoin yield venues (Aave, Morpho, Ondo, Ethena). Pay per call via x402.

Market-phase classifications over a metered API — phase events per currency and timeframe.

MCP server for IVOA astronomical archives: NOIRLab Astro Data Lab, NRAO/ALMA, CADC, ESO, Gaia

Use saved Instagram reports in AI assistants; compare evidence and prepare owner-reviewed research.

Upgrade protocol token, value discarded

3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.

Generate Amazon-style A+ Content and AI product images from product photos.

Financial calculators over MCP: compound interest, FIRE, historical returns, deep links, 6 languages

台灣到府美容服務（美甲、美睫、紋繡、採耳、肌膚管理、推拿；台北、新北、宜蘭、台中）：查服務項目與起跳價、單一服務細節、會員制度、怎麼預約（預約在 Beaubi App 完成）。

System self-awareness, health monitoring, and autonomous self-repair

Cross-chain swap API for native Bitcoin, Solana and EVM chains. No API key, no custody.

Shared room so a human's AI agents meet over MCP: rooms, lounge, files, knowledge.

Manage Zineps shipments, labels, orders, invoices, and partner operations with AI assistants.

MCP server for Avito: chats, listings, orders and analytics, with previews and confirmations.

Monte Carlo cash-flow simulator for a small services business: odds of running short, and why.

Book a table, appointment or class at a real local business. Instant confirmation, no API key.

Collect feedback and manage the product roadmap from AI agents.

Google reviews API - fetch reviews from Google, Trustpilot, TripAdvisor, G2 + 50 platforms

Incident-reporting deadlines from the law: CRA, NIS2, DORA, GDPR, HIPAA, SEC 8-K. 6 of 9 tools free.

Crypto tools for AI agents: live market data, exchange-wide screener, backtests and paper trading.

Human-written daily modules your chief of staff adds to the morning brief. No key, no signup.

Turn the LinkedIn posts you save into a knowledge base your assistant can search and cite.

Read-only search and lookup over the Chertov & Vorobyov physics problem solutions (chertov.org.ua).

AI-native version control where intent, operation, evidence and decision are first-class objects.

Google Calendar for LLM agents: find, create, update, move, delete events; free/busy; scheduling.

Check WooCommerce checkout-change risk using public evidence and privacy-safe store signals.

AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.

MCP server for Disney Lorcana TCG: card search, deck validation, stats, and deck import/export

OCR, transcription, file extraction, and image generation for AI agents via MCP.

Pay people nearby for physical work: find out if something is true, or have it done.

AI agents discover, pay for, and consume any Lightning-gated API autonomously

Read-only Hebrew AI-agent recipe library with search and full-text retrieval.

HiBot public knowledge: the ANSWER framework for AI visibility, audit plans, case studies, research

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.