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

mcp server

BrowseAI Dev

Evidence-backed web research for AI agents with citations and confidence scores.

Description as published by the maintainer. Source

  • version 0.4.0
  • active
  • retrieval

active — Most recent push to the repository was 2026-08-02. 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 20 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 2026-08-02 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 5 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 0.4.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-04-07 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License Apache-2.0 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 2026-04-07 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

  • Synap Memory — last commit 2026-08-06, shares crewai, langchain, llamaindex
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  • SEO Performance MCP — last commit 2026-06-08, shares clarity
    Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.
  • io.github.asokore/statcite — last commit 2026-08-05, shares citations, fact-checking
    Official economic statistics with citations: World Bank, IMF WEO, ECB. Verify claimed figures.
  • io.github.beepboop2025/groundcheck — last commit 2026-08-06, shares citations, fact-checking
    Verify claims, resolve FIGI identity, extract claims, and sign x402 delivery receipts over MCP.
  • Gemina FileTag — last commit 2026-07-31, shares langchain, llamaindex
    Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit card.
  • io.github.bmdhodl/agentguard47 — last commit 2026-08-06, shares langchain, python-sdk
    Read-only MCP server for coding-agent traces, alerts, costs, usage, and budget health.
  • BoostedTravel — last commit 2026-08-05, shares python-sdk
    Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs.
  • io.github.chefcohen/corroborate-mcp — last commit 2026-07-29, shares fact-checking
    Honest claim corroboration for AI agents: syndication-aware independent-source counting.
  • GrantAi Memory — last commit 2026-03-16, shares crewai, langchain
    Persistent memory for AI agents. Infinite context with sub-millisecond recall.
  • Cathedral — Persistent Memory for AI Agents — last commit 2026-06-13, shares crewai, langchain
    Persistent memory and drift detection for AI agents across session restarts.

These share tags the maintainers applied themselves, such as crewai, langchain, llamaindex, clarity. 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: agent-tools, ai-agent, anti-hallucination, browseai-dev, browseaidev, citations, clarity, crewai, fact-checking, hallucination-prevention, langchain, llamaindex, llm-tools, mcp, mcp-server, model-context-protocol, prompt-engineering, python-sdk, research-agent, web-search.

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Sources

  1. BrowseAI-HQ/BrowseAI-Dev on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.