anansi: A self-healing scraper for hostile sites: broken selectors repair themselves, browser rendering kicks in when

by mdowis · MCP Server · ★ 112

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install anansi

pip install "git+https://github.com/mdowis/anansi"
pip install "anansi-scraper[tls] @ git+https://github.com/mdowis/anansi"

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 69/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

adaptive-scrapingai-agentanti-botconcurrent-processingcrawlerdata-extractionllm-toolsmcpmcp-serverpydantic

Quick Facts

Stars112
Forks19
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score69/100
Last Updated2026-09-02
Created2026-05-14
Platformsbrowser, mcp, python
Est. Tokens~20k

About anansi

The spider that learns. Every web scraper starts working. The question is how long before it breaks. Anansi is built on a different assumption: the web is adversarial and unstable, and your scraper should handle that without your involvement. When a site changes its layout, Anansi finds the data anyway and remembers the fix: CSS selectors are scored by confidence and healed automatically.

Compatible Skills

These tools work well together with anansi for enhanced workflows:

  • scrapai-cli — semantic(0.30)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • FBScrapeIdeas — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • ytfetcher — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)

anansi alternative? Top 6 similar tools

Looking for a anansi alternative? If you're comparing anansi with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • web-scout-mcp by pinkpixel-dev · ⭐ 137

    An MCP server providing web search and content extraction capabilities. Integrates DuckDuckGo search functiona

  • camofox-mcp by redf0x1 · ⭐ 124

    Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blo

  • pdfmux by NameetP · ⭐ 86

    PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently

  • browser-search by Johell1NS · ⭐ 538

    A skill for AI agents: search the web with SearXNG, browse with Camofox, bypass protections with CloakBrowser.

  • camofox-browser by redf0x1 · ⭐ 437

    Anti-detection browser server for AI agents — REST API wrapping Camoufox engine with OpenClaw plugin support

  • PolyMCP by poly-mcp · ⭐ 170

    Polymcp provides a simple and efficient way to interact with MCP servers using custom agents

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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