Developer Tools MCP Servers

PEP 621 project name shape, body discarded

Meta ad intelligence via Apify: ad copy, CTAs, platforms, advertisers.

Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.

MCP server exposing all Shodan API functionality

Australian postcode digit shape, value discarded

Integer power band, numbers discarded

Network diagnostics from 6 global regions. SSL, DNS, ping, whois, traceroute, port scan, latency.

Cost-optimized LLM model routing recommendations for autonomous AI agents

12 synthetic claim exception cases: duplicate payouts, fraud watch list entries, missing proof of lo

Life context for agents: get_context_pack + public notable packs. x402 + OAuth.

Resolve a federal award and buy bounded USAspending contract lifecycle and end-date evidence.

Cargo.toml package name shape, body discarded

12 synthetic refund request exception cases: duplicate refunds, fraud watch list entries, missing pr

Unofficial MCP server for managing Healthchecks.io checks via the Management API

Five read-only tools: spot prices, observed premiums, price history, Goldback rate, and currencies.

UTC start of the current month

Give an agent a calendar it can book without double-booking: find, hold, then commit atomically.

Screenshot any web page, or read it as clean Markdown, with consent banners, ads and popups removed.

Open Graph meta count, markup discarded

Search YouTube, get video metadata, and extract timestamped transcripts for AI workflows.

Flaky test detection, root cause analysis, and fix suggestions for development teams.

Rated 13F funds with average buy prices, company KPIs, Japan investor ratings, Korea insider buys.

Model Context Protocol server for Refgrow affiliate program management API

Official GNews API server: search news articles and top headlines from 80,000+ sources.

Retrieve existing or generated YouTube transcripts with timestamps through Capslane.

Shots to milliliters, number discarded

Cruise sailings, itineraries, weekly fare history, port capacity and the Cruise Price Index.

DER sequence tag check, body discarded

yEnc header shape, input discarded

MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring.

FarmHash hex length, input discarded

Extract emails and phones from any website via Apify.

Search, read, create, edit and sync Joplin notes and notebooks via a headless Joplin sidecar.

MCP proxy server for NextRole CV tailoring services

Guide + snippets for Delphi/DUnitX projects that work with the DelphiCodeCoverage tool.

Intent-bound action authorization for AI agents: policy, human approval, and a signed audit trail.

Meta ads plus advertiser contacts via Apify enrichment.

SNI hostname shape, value discarded

QR codes active 90 days, claimable forever. Request an API key in chat to retarget and track scans.

Zero-friction personal operating system: habits, tasks, and FSRS-5 study retention via remote MCP.

Science MCP — free science data APIs

Google Maps business leads via Apify: name, phone, website, rating.

Keccak-256 hex length, input discarded

Wikiquote MCP — sourced quotations

Self-hosted MCP runtime for ChatGPT to edit files, run commands, and test local projects.

Daily calorie target to lose, keep or gain weight, plus a weight goal timeline.

MCP delegation fallback for AI agents to discover capabilities, knowledge, tools, and collaborators.

MCP server for Japanese business days, holidays, and fiscal-period calculations.