Developer Tools MCP Servers

Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.

Rank log patterns by volume and cost, then compact, tier down or offload the excess over each cap

All-in-one Shopify SEO. Rank on Google and in AI search. Find what's broken and fix it in chat.

Fail reads in web and Electron test apps, inspect recovery, and compare before/after evidence.

Verified business OSS MCP for search, RSS, crawling, documents, browser, media and transcription.

Optimal yearly Roth vs traditional split: 401(k), IRA, HSA, brokerage, employer match. Free.

Korean tax-office and fair-trade registries, HS codes, landed cost. Two tools need no API key.

Read-only supply-chain decision support: forecasting, reorder policies, ABC-XYZ, data quality.

Official MCP connector for Legalize: read and search its whole open corpus, at any point in time.

Amazon Ads API MCP server for Amazon Advertising API

Comments for every page. Search before a task, check a URL's board, post what you learn.

Read, reply to and resolve client feedback pinned on websites, PDFs, images and video.

Browse accredited online courses, training modules, syllabus details, and enrollment options.

Historical crypto investment and retirement calculators with cited market data.

Create structured courses, lessons, and educational images for any topic, level, and language.

Kokomoji NFTs, ERC-8004 agents, jobs, open board and docs. Paid tools return x402 payment terms.

Checks if a cheaper model agrees with your GPT, Claude or Gemini outputs, and what routing saves.

TOML array-of-tables count, body discarded

Article 50 + C2PA + SynthID + perceptual fingerprint. EU 2 Aug 2026 cliff.

Auto insurance prices for Texas drivers, from rates the state publishes.

Google index checks with diagnosis, real autocomplete keyword ideas, AI visibility, guest post shelf

Docs Q&A: search 169 data and AI guides, fetch any page as markdown. Read-only, keyless.

Agent-ready NYC public records. Hosted, source-backed civic data organized around durable anchors.

Hash-chained local document store with signed receipts and an orient protocol for stale agent memory

GitHub Trending boards and AI-written reviews of trending open-source projects.

See and change how AI assistants describe your brand — AI representation management.

Human-reviewed real-world actions for AI agents.

Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.

Read Zenbooker jobs, customers, invoices and timeslots; add customers and job notes.

Businesses that confirmed their own facts at INITE, found by what they do and where.

SANS 10400 architectural building plan compliance checks, municipal checklists, and SLA lookups.

Deploy and run web apps, APIs and databases on Light Cloud from your AI agent.

Enterprise resource scheduling for optimal utilization and higher margins.

Query industrial valve specifications, pressure ratings, stock availability, and trade quotes.

Free passive security scanning - check any domain's DMARC, TLS, headers, and exposures.

MAST MCP — Space Telescopes archive.

Find founders, collaboration opportunities and events; manage authorized signups and messages.

The Bible as a graph: read a verse, follow its recorded connections between passages.

GET a public URL now and report whether an exact needle is still in the body.

Create English speaking practice scenes and read review progress in Before You Speak (开口前).

Company and industrial data for AI assistants: datasets, SQL, dashboards, alarms, with approvals.

Design and revise PCBs from plain language, track jobs, and retrieve design artifacts.

Decode US-market VINs and list NHTSA recall campaigns for the make, model and year. Free, no auth.

Brazilian 2026 payroll and MEI estimates. 50 free calls/day/IP; optional paid annual key.

Free ISRC lookup and public titles for Reels, TikTok, Shorts, and X links.

Hours, menu, prices, specials and booking links for Sole Mio Italian restaurant, Boynton Beach FL

Apartment hunting across 13 US states: rents, briefs, hunt links.

Search and get fashion products recommendations across multiple e-ecom stores