ZBS Index What actually exists in applied AI, with the source next to it

mcp server

io.github.annibale-x/webshift

Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.

Description as published by the maintainer. Source

  • version 0.2.8
  • slowing
  • retrieval

slowing — Most recent push to the repository was 2026-05-09. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 7 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-05-09 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 0.2.8 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-03-26 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-03-26 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • io.github.annibale-x/mcp-webgate — last commit 2026-04-01, shares brave-search, searxng, web-search
    Web search that doesn't wreck your AI's memory.
  • SERPdive Web Search — last commit 2026-07-25, shares tavily
    AI-agent web search, answer-ready content. Beats Tavily: 60.7% of quality duels, 20.2% fewer tokens.
  • io.github.daedalus/mcp-exa — last commit 2026-04-21, shares exa
    MCP server exposing Exa websearch API
  • io.github.cdeust/automatised-pipeline — last commit 2026-08-04, shares bm25, rust
    Codebase intelligence MCP server — index any repo into a property graph; 26 tools for agents.
  • mcp-vl-msa-rs — last commit 2026-06-15, shares bm25, rust
    Searchable agent memory: BM25 corpus recall, original-text injection, remember/forget capsules.
  • ai.smithery/pinkpixel-dev-web-scout-mcp — last commit 2026-07-21, shares google-search, web-scraping, web-search
    Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…
  • io.github.AceDataCloud/mcp-serp — last commit 2026-08-02, shares google-search, web-search
    MCP server for Google search results via SERP API
  • io.github.daanielcruz/gsearch — last commit 2026-04-30, shares google-search
    Free Google Search with inline citations for any MCP-compatible AI tool.
  • SearchForge — last commit 2026-07-25, shares searxng, web-search
    Free open-source web search and page reading for LLMs, AI agents, and RAG.
  • A2CR — last commit 2026-08-05, shares context-window
    Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

These share tags the maintainers applied themselves, such as brave-search, searxng, web-search, tavily. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

Also from annibale-x

How the author describes it

Topics the maintainer set on GitHub: ai-agents, bing-search, bm25, brave-search, context-window, denoiser, exa, google-search, html-cleaner, html-to-text, llm, mcp, mcp-server, rust, searxng, serpapi, tavily, text-extraction, web-scraping, web-search.

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Sources

  1. annibale-x/webshift on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.