Search & Data Extractionβ€’ MCP Alternatives Guide

Best Alternatives to Numbers Le

Looking for an alternative to Numbers Le? Whether you need a different runtime environment, custom authentication support, or alternative API integrations in the Search & Data Extraction ecosystem, we have cataloged and compared the top alternative MCP servers below.

Browse all Search & Data Extraction servers β†’View Numbers Le Specs β†’
Numbers Le logo
Target Reference Server

Numbers Le Overview

numbers-le accepts document content and returns the numeric values it finds, without reading files or making network requests. Its `extract_numbers` tool understands formats including JSON, YAML, CSV, TOML, INI, dotenv, source code, and plain text, with optional deduplication and result limits. Use it when an agent needs to inspect configuration values, validate fixtures, compare constants, or extract numbers from selected content. The server runs through the `numbers-le-mcp` npm package and communicates over MCP stdio.

Primary Use Cases for Numbers Le:
  • Inspect numeric values in configuration files
  • Validate ranges in fixtures and test data
  • Compare ports, thresholds, and limits across config files
  • Extract selected CSV columns for further analysis

Specification Matrix: Numbers Le vs Alternatives

Direct comparison of key metrics, runtimes, authentication methods, and community popularity.

Server NameRuntimeAuthPricingGitHub StarsDownloadsAction
Numbers Le logoNumbers Le (Target)
npxNo auth requiredFree1β€”Current
Firecrawl MCP Server logoFirecrawl MCP ServernpxAPI keyFreemium7,7211
MCP SearXNG logoMCP SearXNGnpxNo auth requiredFree1,338β€”
Exa MCP Server logoExa MCP ServernpxAPI keyBring your own API key (usage-based cost)5,200β€”
Apify MCP Server logoApify MCP ServernpxOAuthβ€”13,797β€”
Open WebSearch logoOpen WebSearchnpxNo auth requiredFree1,881β€”
Brightdata MCP logoBrightdata MCPnpxAPI keyFreemium2,695β€”
Brightdata MCP logoBrightdata MCPnpxAPI keyFreemium2,695β€”
Fetcher MCP logoFetcher MCPnpxNo auth requiredFree1,088β€”
Trieve logoTrievenpxAPI keyBring your own API key (usage-based cost)2,722β€”
CRW Web Scraper logoCRW Web ScrapernpxAPI keyβ€”1,193β€”
Duckduckgo MCP Server logoDuckduckgo MCP ServernpxNo auth requiredFree87β€”
OpenBrand logoOpenBrandnpxβ€”β€”804β€”

Detailed Evaluation of Numbers Le Alternatives

Firecrawl MCP Server logo

Firecrawl MCP Server

Runtime: npxSearch & Data Extraction
Verified

Searches, scrapes, parses, crawls, and monitors web content through Firecrawl over MCP.

Key Features:
Web, news, image, developer, and research search
JavaScript-aware scraping and live browser interaction
Site mapping, bounded crawling, and document parsing
28 1 7,721
MCP SearXNG logo

MCP SearXNG

Runtime: npxSearch & Data Extraction

Searches SearXNG, suggests queries, inspects instance capabilities, and reads web pages or bounded PDF text through MCP.

Key Features:
SearXNG web search with pagination and filters
Autocomplete query suggestions
SearXNG capability and configuration discovery
5 0 1,338
Exa MCP Server logo

Exa MCP Server

Runtime: npxSearch & Data Extraction

Connects AI agents to Exa for web search, webpage extraction, and optional multi-step research.

Key Features:
Web search with clean result content
Full-page extraction as Markdown
Batch fetching for multiple URLs
17 0 5,200
Apify MCP Server logo

Apify MCP Server

Runtime: npxSearch & Data Extraction

Connect AI agents to Apify Store Actors for web extraction, browser automation, structured results, and Actor management.

Key Features:
Search and inspect Apify Store Actors
Run, monitor, log, and abort Actors
Read datasets and key-value stores
7 0 13,797
Open WebSearch logo

Open WebSearch

Runtime: npxSearch & Data Extraction

Searches the web through multiple free engines and fetches content from web pages, GitHub READMEs, and CSDN.

Key Features:
Multi-engine web search without API keys
Structured titles, URLs, and descriptions
Web, Markdown, GitHub README, and CSDN fetching
8 0 1,881
Brightdata MCP logo

Brightdata MCP

Runtime: npxSearch & Data Extraction

Searches the web, extracts pages as Markdown, and runs Bright Data scrapers for structured results through MCP.

Key Features:
Google, Bing, and Yandex search
Single-page and batch Markdown extraction
AI-ranked web discovery with filters
6 0 2,695
Brightdata MCP logo

Brightdata MCP

Runtime: npxSearch & Data Extraction

Searches, scrapes, extracts structured web data, and automates browsers through Bright Data over MCP.

Key Features:
Structured search across Google, Bing, and Yandex
Markdown and HTML page scraping
Pre-built structured-data scrapers
4 0 2,695
Fetcher MCP logo

Fetcher MCP

Runtime: npxSearch & Data Extraction

Fetches JavaScript-rendered web pages with Playwright and returns extracted Markdown or HTML, including parallel multi-URL retrieval.

Key Features:
Playwright-based JavaScript rendering
Readability content extraction
Markdown or HTML output
8 0 1,088
Trieve logo

Trieve

Runtime: npxSearch & Data Extraction

Search Trieve datasets through MCP using semantic, full-text, hybrid, or BM25 queries and dataset resources.

Key Features:
Semantic, full-text, hybrid, and BM25 search
Advanced search filters
Configurable result highlighting
3 0 2,722
CRW Web Scraper logo

CRW Web Scraper

Runtime: npxSearch & Data Extraction

Scrapes, crawls, maps, searches, and extracts web data as Markdown or structured JSON through MCP.

Key Features:
MCP tools for search, scrape, map, crawl, and extract
Markdown, HTML, links, screenshots, and schema JSON outputs
Local Rust binary or managed API deployment
2 0 1,193
Duckduckgo MCP Server logo

Duckduckgo MCP Server

Runtime: npxSearch & Data Extraction

Searches DuckDuckGo through one MCP tool with query, result-count, and safe-search controls.

Key Features:
DuckDuckGo web search
Configurable result count from 1 to 20
Strict, moderate, or off safe-search modes
4 0 87
OpenBrand logo

OpenBrand

Runtime: npxSearch & Data Extraction

Extracts a website’s brand name, logos, colors, and backdrop images through an MCP tool.

Key Features:
Extracts brand names from website metadata and page content
Finds favicons, Apple touch icons, logos, and inline SVGs
Detects colors from metadata, manifests, and logo imagery
1 0 804

Frequently Asked Questions: Numbers Le Alternatives

The top-rated alternatives to Numbers Le in the Search & Data Extraction category include Firecrawl MCP Server, MCP SearXNG, Exa MCP Server. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

Numbers Le and its alternatives vary by runtime requirement (Node.js/npx, Python/uvx, Docker, or remote HTTP/SSE endpoints). Check the specification comparison table above to verify command requirements before installing.

It varies by server. Pricing, auth and license are declared by each maintainer and shown in the comparison table where provided β€” a dash means nothing was declared, so check that project's own site before assuming it's free.

Click the "Compare side-by-side β†’" button on any alternative card to see an in-depth comparison matrix covering feature lists, stars, npm downloads, install configurations, and schema specifications.