Agentic Browser: When Your Agent Actually Needs One
Agentic browser names two products: one you sit in front of and one your agent drives. Most jobs need neither. The test is whether the task carries state.
Do You Still Need a Rotating Proxy in 2026?
A rotating proxy is an input you buy by the gigabyte and hope works. Most teams wanted the outcome instead. Here is how to tell which one you need.
Web Scraping in Python Without Maintaining a Scraper
Python web scraping is two jobs wearing one name. Python is the best tool for one of them and the wrong place to solve the other. Here is the split.
What Is a SERP API, and Which Kind Do You Need?
A SERP API is three products under one name: a Google mirror, an independent index, and a read-through fetcher. The difference decides which one is yours.
Web Scraping Tools: Which Kind Do You Actually Need?
Web scraping tools come in four kinds and they differ on who operates them, not on features. Pick the operator first and the shortlist writes itself.
Runner AI Runs the Store. Monid Feeds It the Market.
One call returned 48 competitors: prices from $3.99 to $59.97 and an incumbent with 136,609 reviews. No store dashboard contains that, and agents need it.
Bing Search API Retired: What Actually Replaces It
Microsoft turned the Bing Search APIs off in August 2025 and the endpoints now return 410. What a replacement has to do, and which route fits which job.
Ingesting Mixed Documents for LLM Embedding: PDF to Markdown
PDFs, Office files and HTML all become one clean format before chunking. Where the pipeline actually breaks, and which endpoint handles which format.
Instagram Follower and Engagement Data: Which API in 2026?
Follower counts are accurate. What trackers build on top is inference. Which endpoints return which fields, and how to tell a real signal from a guess.
LLM Gateway vs MCP Gateway: Four Families, One Word
An LLM gateway routes prompts to models. An MCP gateway routes tool calls to vendors. Four gateway families, and which problem each one solves.
MCP vs API for AI Agents: Who Does the Wrapping?
MCP is not an alternative to APIs, it wraps them. The real question is who does the wrapping, and the answer decides how much code you write.
The Data Layer for n8n: One Key Instead of a Node Per Vendor
n8n workflows rarely break at the logic. They break at the data source. Build the scraping and enrichment layer so a dead provider is a config change.
OpenRouter Alternatives in 2026: Models, and Then Tools
Stripe agreed to buy OpenRouter for over $7 billion. The real alternatives on the model side, and the routing layer nobody is selling yet.
Is OpenRouter an MCP Server? What It Actually Exposes
Yes, OpenRouter has an MCP server, and it exposes OpenRouter. Here is what it does, what it does not, and how to give the same agent real tools.
A Wrong Enum Returns Zero: Ploid and Prompt-Shaped APIs
A wrong enum returned 0 rows. A wrong range format returned 160,884. Neither raised an error. Why prompt-shaped APIs like Ploid exist, and what they cost.
Proxycurl Shut Down: Where LinkedIn Data Goes Now
Proxycurl closed in July 2025 to settle with LinkedIn. What a replacement has to return, which endpoints cover which half, and the risk to read first.
Oumomo Generates the Ad. TikTok Data Decides Which One.
An AI video tool makes whatever you ask. One TikTok search call returned twenty videos with a fifteenfold spread in likes, and that spread is the brief.
Oumomo Remakes the Winner. A TikTok Scraper Tells You Which.
Fourteen videos, twenty one days, and one was 65 percent of the account. You cannot see that in the clips. One call puts the catalogue in a table.
What Is an MCP Gateway? Two Products, One Name
An MCP gateway is one endpoint that fronts many tools. Two very different products share the name, and the difference decides which one you need.
Monid Finds the Tweet. Volumn Tells You Who Sent It.
A tightened X search returned 19 of 20 keyword-relevant tweets. Only 2 were someone actually asking. Keyword match is not intent, and that gap is the work.
Apify Alternatives: You Probably Want a Different Way to Buy It
Every AI answer to this question names Apify. We ran an Apify actor without an Apify account to show what the real alternative is.
Connect Claude to Amazon Search Data: OpenWeb Ninja and Monid
Amazon has no keyword API for sellers. Here is what a search endpoint actually returns, how to hand it to an agent, and which route fits which job.
Enriching a List When All You Have Is Email Addresses
We enriched four real email addresses and one returned a person. The misses billed nothing. What that changes about how you plan a batch.
A Free API to Extract Page Content for RAG: Read This First
We scraped a Wikipedia page and got 74,552 characters starting with the nav menu. The official API gave 689 clean ones. When each is right.
Google Maps Scraper Alternatives: Building a Local Lead List
Two Google Maps actors, same catalogue, different jobs. One returned nothing on a plausible query. What the fields tell you about a business, measured.
Mining the Meta Ad Library with Wireflow: Ninety Days Means It Works
Run duration is the profitability signal competitors publish by accident. How to read it, when it lies, and how to turn a long runner into creative.
A Model Is Half an Agent: AIHubMix for Models, Monid for Tools
A model gateway gets your agent talking. It still cannot look anything up. How to wire both halves, with AIHubMix on models and Monid on tools.
The Best API Marketplace for AI Agents in 2026
Marketplaces were built for developers who integrate once. An agent chooses at run time. One ordinary task touched five providers across four steps.
Business Entity Search by API: What Exists and What Does Not
State registries are the most searched company lookup and the least available by API. We ran the US endpoint on a private company and it returned nothing.
Your Scraper Is Blocked: What Actually Gets Through in 2026
A raw request to a Cloudflare-protected page returns 403. We ran the same URL through a managed endpoint and read what came back, field by field.
The Best Web Scraping API for AI Agents in 2026
An agent cannot pick a scraper from a list it has never seen. What changes when the catalogue is discoverable at run time, measured across three phrasings.
The Best API to Find a Company's Website From Its Name
Name to homepage is a resolution problem, not a search one. Which endpoint does it, why fuzzy matches are a feature, and how to pick the right row.
Company News API: Press Releases Without the Newswire Contract
PR Newswire sells distribution. Monitoring is the other half. What a news record carries, and why a mention is not the same as coverage.
Crunchbase API Alternatives: Getting Funding Data by the Call
Crunchbase and PitchBook sell seats. If you only need funding fields on a domain, an enrichment call carries them. What it returns, and what it gets wrong.
Job Postings API: Turning Hiring Into a Buying Signal
A job ad says what a company is building before its website does. Which endpoint returns postings, what the record contains, and the fields nobody reads.
Technographic Data Platforms vs One API Call: What You Give Up
We ran a stack detection on a major site and half the fields came back empty. What per-call detection sees, and when a platform earns its price.
What Is the Best API for Social Media Scraping in 2026?
No single best one, because the platforms are not one problem. Which endpoint covers which network, and where a per-call bill differs from per-result.
Which MCP Server Gives an AI Agent Live Web Data?
Most MCP servers wrap one vendor. The question is whether your agent needs a scraper or a catalogue it can search at runtime, and how to tell which.
Which Data API Lets You Pay Per Call Instead of a Subscription?
Metered beats a subscription when your usage is bursty and loses when it is steady. The shapes, the crossover, and the measurement that decides it.
People Data Labs, Apollo, ZoomInfo: Which Should You Actually Buy?
Four providers, one honest split: search versus enrich versus contract. What each is genuinely best at, and why the price gap is not what it looks like.
Is There an Alternative to Apify for Scraping Reddit?
Yes, several. The more useful question is why a Reddit scraper returns posts that miss your keywords, because that is a search problem, not a scraper one.
What Is the Best LinkedIn Scraper API in 2026?
There is no single best LinkedIn scraper API. There are three jobs, and the honest answer is which endpoint fits which job, and what each one gets wrong.
Apollo Scraper: Export Apollo.io Leads Safely by API in 2026
An Apollo scraper extension can get your account flagged. How to pull the same Apollo.io people and company data by metered API, with search free.
Reddit Scraper: How to Get Reddit Data After the API Lockdown
Reddit closed self-service API access in 2025. The honest split between the licensed Data API and a public-page scraper you run metered per call.
Technographic Data API: Detect Any Website's Tech Stack in One Call
Skip the enterprise technographic platform for one domain. Detect a site's CMS, framework, analytics, CDN and payments by metered API call.
The Apify Instagram Scraper: Which Actor to Use in 2026
Apify has five Instagram scrapers, not one. Which actor fits which job, how to run them without getting blocked, and what two measured runs actually cost.
The Best LinkedIn Outreach Tools in 2026
LinkedIn outreach tools split into two layers in 2026: the data layer that finds and verifies people, and the sending layer that sequences the messages.
Amazon's PA-API Retires in 2026: How to Move to Monid
PA-API retired in May 2026. Which endpoints actually replace GetItems and SearchItems, tested on the day of writing, including one returning empty prices.
The Best Amazon Reviews API in 2026 (We Tested Them)
There is no official Amazon reviews API. Here are the real ways to get review text, what all of them costs, and the pagination limit nobody mentions.
Best Email Verification API in 2026: ZeroBounce, NeverBounce, Kickbox, or One Call on Monid?
ZeroBounce, NeverBounce, Kickbox, Bouncer, a DIY SMTP check and Strale compared: credit packs versus one metered per-call endpoint.
Akta Pro Is Now Available On Monid
Your Claude Code can now make phone calls
Saperly is now available on Monid. Your agent can now make phone calls for you.
Introducing Claude for 3D models
Suzanne is now available on Monid. Turn any idea into a production-ready 3D model in one prompt.
MiniMax is now available on Monid
Create images and music with MiniMax models through Monid.