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

mcp server

Airweave Search

MCP server for searching Airweave collections with natural language queries.

Description as published by the maintainer. Source

  • version 0.9.62
  • active
  • retrieval

active — Most recent push to the repository was 2026-06-05. 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 6,541 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 2026-06-05 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 120 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 0.9.62 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 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 2026-04-07 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

  • io.github.bibinprathap/veritasgraph — last commit 2026-08-06, shares information-retrieval, rag
    Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.
  • Jitsu — last commit 2026-08-06, shares data-connectors
    Manage Jitsu data pipelines: destinations, streams, connections, functions, live events.
  • SearchForge — last commit 2026-07-25, shares open-source, rag, retrieval-augmented-generation
    Free open-source web search and page reading for LLMs, AI agents, and RAG.
  • ai.klavis/strata — last commit 2026-06-01, shares api, integration, open-source
    MCP server for progressive tool usage at any scale (see https://klavis.ai)
  • ai.pullpush/pullpush-mcp — last commit 2026-07-30, shares api, integration
    Connect any two APIs and keep them in sync — 45 MCP tools with shadow previews and diagnostics.
  • io.github.azender1/safeagent — last commit 2026-07-25, shares agent-infrastructure, ai-infrastructure
    Exactly-once execution guard for AI agents. Prevents duplicate payments and webhooks on retry.
  • io.github.aa0101181514/tw-legal-rag — last commit 2026-08-05, shares rag, retrieval-augmented-generation, semantic-search
    Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
  • Obsidian Semantic Search — last commit 2026-08-06, shares rag, retrieval, semantic-search
    Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings.
  • Connapse — last commit 2026-07-21, shares rag, retrieval-augmented-generation, semantic-search
    Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
  • Myco: Agent-First Cognitive Substrate — last commit 2026-08-05, shares ai-infrastructure
    Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.

These share tags the maintainers applied themselves, such as information-retrieval, rag, data-connectors, open-source. 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-infrastructure, ai, ai-agents, ai-infrastructure, api, context-retrieval, data-connectors, developer-tools, enterprise-data, information-retrieval, integration, llm, open-source, rag, retrieval, retrieval-augmented-generation, sdk, search, search-api, semantic-search.

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Sources

  1. airweave-ai/airweave on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.