by firish · MCP Server · ★ 54
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web_search tools. Measured: matches hosted accuracy at ~1/3 the cost with 5-8x fewer tokens, plus semantic caching no API offers.
| Stars | 54 |
| Forks | 6 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 52.8774909163313/100 |
| Last Updated | 2026-07-23 |
| Created | 2026-04-20 |
| Platforms | browser, mcp, python |
| Est. Tokens | ~13k |
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webfetch is Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web_search tools. Measured: matches hosted accuracy at ~1/3 the cost with 5-8x fewer tokens, plus semantic caching . It is categorized as a MCP Server with 54 GitHub stars.
webfetch is primarily written in Python. It covers topics such as agent-memory, agent-skills, agentic-workflow.
You can find installation instructions and usage details in the webfetch GitHub repository at github.com/firish/webfetch. The project has 54 stars and 6 forks, indicating an active community.
webfetch is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to webfetch on Agent Skills Hub include MetaSearchMCP, captain-claw, SirChatalot. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. 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.
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