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

mcp server

SearchForge

Free open-source web search and page reading for LLMs, AI agents, and RAG.

Description as published by the maintainer. Source

  • version 0.2.0
  • active
  • retrieval

active — Most recent push to the repository was 2026-07-25. 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 1 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 2026-07-25 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 0.2.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-24 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 2026-07-24 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

  • Baryon — Proton Mail via Bridge — last commit 2026-08-06, shares local-ai, self-hosted
    Read Proton Mail and save drafts through your local Proton Mail Bridge.
  • Airweave Search — last commit 2026-06-05, shares open-source, rag, retrieval-augmented-generation
    MCP server for searching Airweave collections with natural language queries.
  • io.github.cyanheads/crossref-mcp-server — last commit 2026-07-13, shares academic-search
    Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API.
  • io.github.cyanheads/openalex-mcp-server — last commit 2026-07-27, shares academic-search
    Access the OpenAlex academic research catalog — 270M+ publications.
  • SERPdive Web Search — last commit 2026-07-25, shares ai-search, search-api
    AI-agent web search, answer-ready content. Beats Tavily: 60.7% of quality duels, 20.2% fewer tokens.
  • ai.groundroute/web-search — last commit 2026-06-19, shares rag, search-api, web-search
    Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.
  • io.github.annibale-x/mcp-webgate — last commit 2026-04-01, shares searxng, web-search
    Web search that doesn't wreck your AI's memory.
  • io.github.annibale-x/webshift — last commit 2026-05-09, shares searxng, web-search
    Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
  • io.github.auxiliar-ai/auxiliar-mcp — archived, last commit 2026-07-11, shares search-api, web-search
    Eval-backed discovery for the auxiliar.ai gateway — the best web-access provider per job, measured.
  • Connapse — last commit 2026-07-21, shares rag, retrieval-augmented-generation, self-hosted
    Self-hosted knowledge backend for AI agents with hybrid search and MCP tools

These share tags the maintainers applied themselves, such as local-ai, self-hosted, open-source, rag. 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.

How the author describes it

Topics the maintainer set on GitHub: academic-search, agent-tools, ai-agents, ai-search, free-api, github-search, llm, local-ai, mcp, metasearch, model-context-protocol, open-source, rag, retrieval-augmented-generation, search-api, searxng, self-hosted, typescript, web-search.

Bring your own setup

We take apart real AI setups every week and show what broke, what cost too much, and what the trace actually said. If you run agents on real work, that is where the useful conversation is.

Join ZBS AI Practice Lab

Sources

  1. divyanshu-iitian/SearchForge on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.