AgentIndex icon
AgentIndex
openings-mcp logo
openings-mcp
★ 104
vs
olostep-mcp-server logo
olostep-mcp-server
★ 24

openings-mcp vs olostep-mcp-server

openings-mcp: openings-mcp is a server that aggregates job listings from various job boards and company career sites, making them searchable via any MCP (Model Client Protocol) client like Claude Code or Gemini CLI. It allows users to centralize their job search queries across platforms through an AI assistant interface.; olostep-mcp-server: Olostep MCP Server is a Model Context Protocol implementation offering advanced web scraping, content extraction, and search capabilities. It integrates with Olostep to provide AI-powered answers with citations and supports autonomous site crawling and batch processing.

01

TL;DR

openings-mcp logo
openings-mcpAPI Integration · ★ 104

Personal job searching directly through AI assistant interfaces.

Read openings-mcp full review →
olostep-mcp-server logo
olostep-mcp-serverRAG / Knowledge Base · ★ 24

Providing real-time web data and context to AI assistants like Cursor, Claude, and VS Code.

Read olostep-mcp-server full review →
02

Side-by-Side Comparison

Field
openings-mcp logoopenings-mcp
olostep-mcp-server logoolostep-mcp-server
Category
API Integration
RAG / Knowledge Base
Stars
★ 104
★ 24
License
MIT
MIT
Install Command
brew install --cask amikai/tap/openings-mcp
npm install -g olostep-mcp
Updated
1mo ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Job Search, MCP Client, API Integration
Web Scraping, Content Extraction, Web Search
03

Features

openings-mcp logoopenings-mcp
01Unified job search across multiple platforms (104, Cake, LinkedIn, Google/NVIDIA/TSMC Careers).
02Integrates with various MCP clients (Claude Code, Codex, Gemini CLI).
03Self-hosted server for personal job searching.
04Supports installation via Homebrew, Go, or Docker.
olostep-mcp-server logoolostep-mcp-server
01Scrape website content in multiple formats (HTML, Markdown, JSON, Text) with optional parsers.
02Parser-based web search delivering structured results.
03AI Answers with citations and customizable JSON outputs.
04Batch scraping and autonomous site crawling for large-scale data extraction.
04

Use Cases

openings-mcp logoopenings-mcp
↳Personal job searching directly through AI assistant interfaces.
↳Consolidating job search queries from different sites into a single AI chat experience.
↳Automating job discovery with programmable AI tools.
olostep-mcp-server logoolostep-mcp-server
↳Providing real-time web data and context to AI assistants like Cursor, Claude, and VS Code.
↳Performing large-scale data extraction through batch scraping and autonomous website crawling.
↳Generating AI-powered answers from web content, complete with citations and structured JSON outputs.
FAQ

FAQ

What is the difference between openings-mcp and olostep-mcp-server?
Both openings-mcp and olostep-mcp-server are in the API Integration category. openings-mcp has 104 stars, while olostep-mcp-server has 24 stars.
Which is better, openings-mcp or olostep-mcp-server?
The best choice depends on your use case. Choose openings-mcp if Personal job searching directly through AI assistant interfaces., and olostep-mcp-server if Providing real-time web data and context to AI assistants like Cursor, Claude, and VS Code..
Is openings-mcp free or open source?
Yes, openings-mcp is open source on GitHub (MIT).
Is olostep-mcp-server free or open source?
Yes, olostep-mcp-server is open source on GitHub (MIT).
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Related

Alternatives to openings-mcp →Alternatives to olostep-mcp-server →openings-mcp details →olostep-mcp-server details →