SERVER

Airweave Search

Rank #219

io.github.airweave-ai/search

MCP server for searching Airweave collections with natural language queries.

73 versions

6,568 GitHub stars

by airweave-ai (1 servers)View repository ↗

First listed

Dec 24, 2024

Last publish date

Apr 7, 2026

PURPOSE

What you can do with Airweave Search

Airweave Search is a Model Context Protocol (MCP) server published by airweave-ai. It ranks #219 of 144,396 active servers on MCP Toplist, and its repository has 6,568 GitHub stars. Airweave Search is listed across 2 registries — Official MCP and PulseMCP, with 73 tracked versions. It was first listed on Dec 24, 2024 and most recently updated on Apr 7, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Airweave Search can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Airweave Search

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

MCP Toplist probed the public endpoint on Oct 4, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Declared by PulseMCP, last synced Aug 31, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

AIRWEAVE_API_KEY · required
AIRWEAVE_COLLECTION · required
AIRWEAVE_BASE_URL · optional

Hosted endpoint declared as requiring authentication.

INSTALLATION AND FIRST TASK

Connect Airweave Search and confirm it works

Remote · HTTP

claude mcp add --transport http search https://mcp.airweave.ai/mcp

This endpoint requires authentication — see the server’s docs for credentials.

npm package

claude mcp add search -e "AIRWEAVE_API_KEY=<your AIRWEAVE_API_KEY>" -e "AIRWEAVE_COLLECTION=<your AIRWEAVE_COLLECTION>" -e "AIRWEAVE_BASE_URL=<your AIRWEAVE_BASE_URL>" -- npx -y airweave-mcp-search

Replace each placeholder with your own value before saving.

Remote · HTTP

[mcp_servers.search]
url = "https://mcp.airweave.ai/mcp"

Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.

npm package

[mcp_servers.search]
command = "npx"
args = ["-y", "airweave-mcp-search"]

[mcp_servers.search.env]
AIRWEAVE_API_KEY = "<your AIRWEAVE_API_KEY>"
AIRWEAVE_COLLECTION = "<your AIRWEAVE_COLLECTION>"
AIRWEAVE_BASE_URL = "<your AIRWEAVE_BASE_URL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Remote · HTTP

https://mcp.airweave.ai/mcp

Settings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "mcpServers": {
    "search": {
      "command": "npx",
      "args": [
        "-y",
        "airweave-mcp-search"
      ],
      "env": {
        "AIRWEAVE_API_KEY": "<your AIRWEAVE_API_KEY>",
        "AIRWEAVE_COLLECTION": "<your AIRWEAVE_COLLECTION>",
        "AIRWEAVE_BASE_URL": "<your AIRWEAVE_BASE_URL>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "search": {
      "url": "https://mcp.airweave.ai/mcp"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "mcpServers": {
    "search": {
      "command": "npx",
      "args": [
        "-y",
        "airweave-mcp-search"
      ],
      "env": {
        "AIRWEAVE_API_KEY": "<your AIRWEAVE_API_KEY>",
        "AIRWEAVE_COLLECTION": "<your AIRWEAVE_COLLECTION>",
        "AIRWEAVE_BASE_URL": "<your AIRWEAVE_BASE_URL>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "servers": {
    "search": {
      "type": "http",
      "url": "https://mcp.airweave.ai/mcp"
    }
  }
}

Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "servers": {
    "search": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "airweave-mcp-search"
      ],
      "env": {
        "AIRWEAVE_API_KEY": "<your AIRWEAVE_API_KEY>",
        "AIRWEAVE_COLLECTION": "<your AIRWEAVE_COLLECTION>",
        "AIRWEAVE_BASE_URL": "<your AIRWEAVE_BASE_URL>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "search": {
      "serverUrl": "https://mcp.airweave.ai/mcp"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "mcpServers": {
    "search": {
      "command": "npx",
      "args": [
        "-y",
        "airweave-mcp-search"
      ],
      "env": {
        "AIRWEAVE_API_KEY": "<your AIRWEAVE_API_KEY>",
        "AIRWEAVE_COLLECTION": "<your AIRWEAVE_COLLECTION>",
        "AIRWEAVE_BASE_URL": "<your AIRWEAVE_BASE_URL>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "search": {
      "url": "https://mcp.airweave.ai/mcp"
    }
  }
}

This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "mcpServers": {
    "search": {
      "command": "npx",
      "args": [
        "-y",
        "airweave-mcp-search"
      ],
      "env": {
        "AIRWEAVE_API_KEY": "<your AIRWEAVE_API_KEY>",
        "AIRWEAVE_COLLECTION": "<your AIRWEAVE_COLLECTION>",
        "AIRWEAVE_BASE_URL": "<your AIRWEAVE_BASE_URL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Dec 24, 2024
Latest version published: Apr 7, 2026
Version history: 73 versions tracked (below)
Requirements evidence: MCP Toplist probed the public endpoint on Oct 4, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Aug 30, 2026

Registry sightings

Official MCP ↗listed since Apr 25, 2026 · still listed
PulseMCP ↗listed since Jun 4, 2026 · still listed

Do you maintain Airweave Search? to correct or enrich this profile.

VERSIONS

Available versions (73)

Version	Published
0.9.62	Apr 7, 2026
0.9.61	Apr 7, 2026
0.9.60	Mar 30, 2026
0.9.59	Mar 30, 2026
0.9.58	Mar 30, 2026
0.9.57	Mar 29, 2026
0.9.56	Mar 29, 2026
0.9.55	Mar 26, 2026
0.9.54	Mar 25, 2026
0.9.53	Mar 25, 2026
0.9.52	Mar 25, 2026
0.9.51	Mar 24, 2026
0.9.50	Mar 23, 2026
0.9.49	Mar 23, 2026
0.9.48	Mar 23, 2026
0.9.47	Mar 22, 2026
0.9.46	Mar 22, 2026
0.9.45	Mar 22, 2026
0.9.44	Mar 22, 2026
0.9.43	Mar 22, 2026
0.9.42	Mar 21, 2026
0.9.41	Mar 21, 2026
0.9.40	Mar 21, 2026
0.9.39	Mar 21, 2026
0.9.38	Mar 21, 2026
0.9.37	Mar 19, 2026
0.9.36	Mar 18, 2026
0.9.35	Mar 17, 2026
0.9.34	Mar 17, 2026
0.9.33	Mar 16, 2026
0.9.32	Mar 16, 2026
0.9.31	Mar 16, 2026
0.9.30	Mar 13, 2026
0.9.29	Mar 13, 2026
0.9.28	Mar 12, 2026
0.9.27	Mar 12, 2026
0.9.26	Mar 12, 2026
0.9.25	Mar 12, 2026
0.9.23	Mar 10, 2026
0.9.22	Mar 10, 2026
0.9.21	Mar 10, 2026
0.9.20	Mar 10, 2026
0.9.19	Mar 10, 2026
0.9.18	Mar 6, 2026
0.9.17	Mar 6, 2026
0.9.16	Mar 6, 2026
0.9.15	Mar 6, 2026
0.9.11	Mar 5, 2026
0.9.10	Mar 4, 2026
0.9.9	Mar 4, 2026
0.9.8	Mar 4, 2026
0.9.7	Mar 4, 2026
0.9.6	Mar 4, 2026
0.9.5	Mar 3, 2026
0.9.4	Feb 28, 2026
0.9.3	Feb 28, 2026
0.9.2	Feb 28, 2026
0.9.1	Feb 27, 2026
0.9.0	Feb 27, 2026
0.8.99	Feb 25, 2026
0.8.97	Feb 21, 2026
0.8.96	Feb 21, 2026
0.8.95	Feb 21, 2026
0.8.94	Feb 20, 2026
0.8.93	Feb 20, 2026
0.8.92	Feb 20, 2026
0.8.91	Feb 16, 2026
0.8.90	Feb 16, 2026
0.8.89	Feb 14, 2026
0.8.88	Feb 14, 2026
0.8.87	Feb 13, 2026
0.8.85	Feb 11, 2026
0.1.0	Nov 25, 2024

STANDING

#219of 144,396 active serversTop 0.5%

Ranks ahead of 144,177 of 144,396 servers on MCP Toplist.

Recent momentum

+290GitHub stars since Apr 27 (+5%)

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.airweave-ai%2Fsearch.svg)](https://mcptoplist.com/server/io.github.airweave-ai%2Fsearch)

HTML

<a href="https://mcptoplist.com/server/io.github.airweave-ai%2Fsearch"><img src="https://mcptoplist.com/badge/io.github.airweave-ai%2Fsearch.svg" alt="MCP Toplist: Top 1% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Airweave Search?: Airweave Search is maintained by airweave-ai, which publishes 1 MCP server (73 total versions) tracked on MCP Toplist.
Is Airweave Search listed on the Official MCP Registry?: Yes — Airweave Search is listed on the Official MCP Registry, alongside PulseMCP.
How many versions does Airweave Search have?: MCP Toplist tracks 73 versions of Airweave Search, most recently published on Apr 7, 2026.
Where can I find the source code for Airweave Search?: The source code for Airweave Search is hosted at github.com/airweave-ai/airweave.

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