SERVER

TinySearch

Rank #1,193

io.github.TinySuiteHQ/tinysearch

Fast discovery search and self-hosted web research for MCP agents.

11 versions

233 GitHub stars

by TinySuiteHQ (2 servers)View repository ↗

First listed

May 14, 2026

Last publish date

Oct 8, 2026

PURPOSE

What you can do with TinySearch

TinySearch is a Model Context Protocol (MCP) server published by TinySuiteHQ. It ranks #1,193 of 144,396 active servers on MCP Toplist, and its repository has 233 GitHub stars. TinySearch is listed across 2 registries — Official MCP and Glama, with 11 tracked versions. It was first listed on May 14, 2026 and most recently updated on Oct 8, 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 TinySearch 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 TinySearch

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.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

MCP_TRANSPORT · optional
TINYSEARCH_CONFIG_PATH · optional
SEARXNG_URL · optional
TINYSEARCH_EMBEDDING_BACKEND · optional
TINYSEARCH_EMBEDDING_MODEL · optional
OTEL_SERVICE_NAME · optional
OTEL_EXPORTER_OTLP_ENDPOINT · optional
OTEL_EXPORTER_OTLP_PROTOCOL · optional
OTEL_EXPORTER_OTLP_HEADERS · optional
OTEL_RESOURCE_ATTRIBUTES · optional
OTEL_TRACES_EXPORTER · optional
OTEL_METRICS_EXPORTER · optional
OTEL_SDK_DISABLED · optional

INSTALLATION AND FIRST TASK

Connect TinySearch and confirm it works

Docker image

claude mcp add tinysearch -e "MCP_TRANSPORT=<your MCP_TRANSPORT>" -e "TINYSEARCH_CONFIG_PATH=<your TINYSEARCH_CONFIG_PATH>" -e "SEARXNG_URL=<your SEARXNG_URL>" -e "TINYSEARCH_EMBEDDING_BACKEND=<your TINYSEARCH_EMBEDDING_BACKEND>" -e "TINYSEARCH_EMBEDDING_MODEL=<your TINYSEARCH_EMBEDDING_MODEL>" -e "OTEL_SERVICE_NAME=<your OTEL_SERVICE_NAME>" -e "OTEL_EXPORTER_OTLP_ENDPOINT=<your OTEL_EXPORTER_OTLP_ENDPOINT>" -e "OTEL_EXPORTER_OTLP_PROTOCOL=<your OTEL_EXPORTER_OTLP_PROTOCOL>" -e "OTEL_EXPORTER_OTLP_HEADERS=<your OTEL_EXPORTER_OTLP_HEADERS>" -e "OTEL_RESOURCE_ATTRIBUTES=<your OTEL_RESOURCE_ATTRIBUTES>" -e "OTEL_TRACES_EXPORTER=<your OTEL_TRACES_EXPORTER>" -e "OTEL_METRICS_EXPORTER=<your OTEL_METRICS_EXPORTER>" -e "OTEL_SDK_DISABLED=<your OTEL_SDK_DISABLED>" -- docker run -i --rm docker.io/marcellm01/tinysearch:v0.6.6

Replace each placeholder with your own value before saving.

Python package (PyPI)

claude mcp add tinysearch -- uvx tinysuite-search

Docker image

[mcp_servers.tinysearch]
command = "docker"
args = ["run", "-i", "--rm", "docker.io/marcellm01/tinysearch:v0.6.6"]

[mcp_servers.tinysearch.env]
MCP_TRANSPORT = "<your MCP_TRANSPORT>"
TINYSEARCH_CONFIG_PATH = "<your TINYSEARCH_CONFIG_PATH>"
SEARXNG_URL = "<your SEARXNG_URL>"
TINYSEARCH_EMBEDDING_BACKEND = "<your TINYSEARCH_EMBEDDING_BACKEND>"
TINYSEARCH_EMBEDDING_MODEL = "<your TINYSEARCH_EMBEDDING_MODEL>"
OTEL_SERVICE_NAME = "<your OTEL_SERVICE_NAME>"
OTEL_EXPORTER_OTLP_ENDPOINT = "<your OTEL_EXPORTER_OTLP_ENDPOINT>"
OTEL_EXPORTER_OTLP_PROTOCOL = "<your OTEL_EXPORTER_OTLP_PROTOCOL>"
OTEL_EXPORTER_OTLP_HEADERS = "<your OTEL_EXPORTER_OTLP_HEADERS>"
OTEL_RESOURCE_ATTRIBUTES = "<your OTEL_RESOURCE_ATTRIBUTES>"
OTEL_TRACES_EXPORTER = "<your OTEL_TRACES_EXPORTER>"
OTEL_METRICS_EXPORTER = "<your OTEL_METRICS_EXPORTER>"
OTEL_SDK_DISABLED = "<your OTEL_SDK_DISABLED>"

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

Python package (PyPI)

[mcp_servers.tinysearch]
command = "uvx"
args = ["tinysuite-search"]

Add to ~/.codex/config.toml.

Docker image

{
  "mcpServers": {
    "tinysearch": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinysearch:v0.6.6"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYSEARCH_CONFIG_PATH": "<your TINYSEARCH_CONFIG_PATH>",
        "SEARXNG_URL": "<your SEARXNG_URL>",
        "TINYSEARCH_EMBEDDING_BACKEND": "<your TINYSEARCH_EMBEDDING_BACKEND>",
        "TINYSEARCH_EMBEDDING_MODEL": "<your TINYSEARCH_EMBEDDING_MODEL>",
        "OTEL_SERVICE_NAME": "<your OTEL_SERVICE_NAME>",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "<your OTEL_EXPORTER_OTLP_ENDPOINT>",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "<your OTEL_EXPORTER_OTLP_PROTOCOL>",
        "OTEL_EXPORTER_OTLP_HEADERS": "<your OTEL_EXPORTER_OTLP_HEADERS>",
        "OTEL_RESOURCE_ATTRIBUTES": "<your OTEL_RESOURCE_ATTRIBUTES>",
        "OTEL_TRACES_EXPORTER": "<your OTEL_TRACES_EXPORTER>",
        "OTEL_METRICS_EXPORTER": "<your OTEL_METRICS_EXPORTER>",
        "OTEL_SDK_DISABLED": "<your OTEL_SDK_DISABLED>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "tinysearch": {
      "command": "uvx",
      "args": [
        "tinysuite-search"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Docker image

{
  "mcpServers": {
    "tinysearch": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinysearch:v0.6.6"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYSEARCH_CONFIG_PATH": "<your TINYSEARCH_CONFIG_PATH>",
        "SEARXNG_URL": "<your SEARXNG_URL>",
        "TINYSEARCH_EMBEDDING_BACKEND": "<your TINYSEARCH_EMBEDDING_BACKEND>",
        "TINYSEARCH_EMBEDDING_MODEL": "<your TINYSEARCH_EMBEDDING_MODEL>",
        "OTEL_SERVICE_NAME": "<your OTEL_SERVICE_NAME>",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "<your OTEL_EXPORTER_OTLP_ENDPOINT>",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "<your OTEL_EXPORTER_OTLP_PROTOCOL>",
        "OTEL_EXPORTER_OTLP_HEADERS": "<your OTEL_EXPORTER_OTLP_HEADERS>",
        "OTEL_RESOURCE_ATTRIBUTES": "<your OTEL_RESOURCE_ATTRIBUTES>",
        "OTEL_TRACES_EXPORTER": "<your OTEL_TRACES_EXPORTER>",
        "OTEL_METRICS_EXPORTER": "<your OTEL_METRICS_EXPORTER>",
        "OTEL_SDK_DISABLED": "<your OTEL_SDK_DISABLED>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "tinysearch": {
      "command": "uvx",
      "args": [
        "tinysuite-search"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Docker image

{
  "servers": {
    "tinysearch": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinysearch:v0.6.6"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYSEARCH_CONFIG_PATH": "<your TINYSEARCH_CONFIG_PATH>",
        "SEARXNG_URL": "<your SEARXNG_URL>",
        "TINYSEARCH_EMBEDDING_BACKEND": "<your TINYSEARCH_EMBEDDING_BACKEND>",
        "TINYSEARCH_EMBEDDING_MODEL": "<your TINYSEARCH_EMBEDDING_MODEL>",
        "OTEL_SERVICE_NAME": "<your OTEL_SERVICE_NAME>",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "<your OTEL_EXPORTER_OTLP_ENDPOINT>",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "<your OTEL_EXPORTER_OTLP_PROTOCOL>",
        "OTEL_EXPORTER_OTLP_HEADERS": "<your OTEL_EXPORTER_OTLP_HEADERS>",
        "OTEL_RESOURCE_ATTRIBUTES": "<your OTEL_RESOURCE_ATTRIBUTES>",
        "OTEL_TRACES_EXPORTER": "<your OTEL_TRACES_EXPORTER>",
        "OTEL_METRICS_EXPORTER": "<your OTEL_METRICS_EXPORTER>",
        "OTEL_SDK_DISABLED": "<your OTEL_SDK_DISABLED>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "servers": {
    "tinysearch": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "tinysuite-search"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Docker image

{
  "mcpServers": {
    "tinysearch": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinysearch:v0.6.6"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYSEARCH_CONFIG_PATH": "<your TINYSEARCH_CONFIG_PATH>",
        "SEARXNG_URL": "<your SEARXNG_URL>",
        "TINYSEARCH_EMBEDDING_BACKEND": "<your TINYSEARCH_EMBEDDING_BACKEND>",
        "TINYSEARCH_EMBEDDING_MODEL": "<your TINYSEARCH_EMBEDDING_MODEL>",
        "OTEL_SERVICE_NAME": "<your OTEL_SERVICE_NAME>",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "<your OTEL_EXPORTER_OTLP_ENDPOINT>",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "<your OTEL_EXPORTER_OTLP_PROTOCOL>",
        "OTEL_EXPORTER_OTLP_HEADERS": "<your OTEL_EXPORTER_OTLP_HEADERS>",
        "OTEL_RESOURCE_ATTRIBUTES": "<your OTEL_RESOURCE_ATTRIBUTES>",
        "OTEL_TRACES_EXPORTER": "<your OTEL_TRACES_EXPORTER>",
        "OTEL_METRICS_EXPORTER": "<your OTEL_METRICS_EXPORTER>",
        "OTEL_SDK_DISABLED": "<your OTEL_SDK_DISABLED>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "tinysearch": {
      "command": "uvx",
      "args": [
        "tinysuite-search"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Docker image

{
  "mcpServers": {
    "tinysearch": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinysearch:v0.6.6"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYSEARCH_CONFIG_PATH": "<your TINYSEARCH_CONFIG_PATH>",
        "SEARXNG_URL": "<your SEARXNG_URL>",
        "TINYSEARCH_EMBEDDING_BACKEND": "<your TINYSEARCH_EMBEDDING_BACKEND>",
        "TINYSEARCH_EMBEDDING_MODEL": "<your TINYSEARCH_EMBEDDING_MODEL>",
        "OTEL_SERVICE_NAME": "<your OTEL_SERVICE_NAME>",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "<your OTEL_EXPORTER_OTLP_ENDPOINT>",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "<your OTEL_EXPORTER_OTLP_PROTOCOL>",
        "OTEL_EXPORTER_OTLP_HEADERS": "<your OTEL_EXPORTER_OTLP_HEADERS>",
        "OTEL_RESOURCE_ATTRIBUTES": "<your OTEL_RESOURCE_ATTRIBUTES>",
        "OTEL_TRACES_EXPORTER": "<your OTEL_TRACES_EXPORTER>",
        "OTEL_METRICS_EXPORTER": "<your OTEL_METRICS_EXPORTER>",
        "OTEL_SDK_DISABLED": "<your OTEL_SDK_DISABLED>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "tinysearch": {
      "command": "uvx",
      "args": [
        "tinysuite-search"
      ]
    }
  }
}

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.

ALTERNATIVES

When to choose another server

Other servers by TinySuiteHQ

TinyContext#4,560

View all TinySuiteHQ servers →

No task-specific alternatives are catalogued for TinySearchyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: May 14, 2026
Latest version published: Oct 8, 2026
Version history: 11 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Glama ↗listed since May 20, 2026 · delisted, last seen Jun 24, 2026
Official MCP ↗listed since Jul 24, 2026 · still listed
Glama ↗listed since Jul 30, 2026 · still listed
Official MCP ↗listed since Aug 1, 2026 · still listed

Do you maintain TinySearch? to correct or enrich this profile.

VERSIONS

Available versions (11)

Version	Published
0.6.6	Oct 8, 2026
0.6.5	Sep 21, 2026
0.6.4	Sep 5, 2026
0.6.2	Aug 25, 2026
0.6.1	Aug 19, 2026
0.6.0	Aug 19, 2026
0.5.1	Aug 15, 2026
0.4.3	Aug 2, 2026
0.4.2	Jul 31, 2026
0.4.0	Jul 27, 2026
0.3.2	Jul 16, 2026

STANDING

#1,193of 144,396 active serversTop 1%

Ranks ahead of 143,203 of 144,396 servers on MCP Toplist.

Recent momentum

+187GitHub stars since May 18 (+407%)

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.TinySuiteHQ%2Ftinysearch.svg)](https://mcptoplist.com/server/io.github.TinySuiteHQ%2Ftinysearch)

HTML

<a href="https://mcptoplist.com/server/io.github.TinySuiteHQ%2Ftinysearch"><img src="https://mcptoplist.com/badge/io.github.TinySuiteHQ%2Ftinysearch.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 TinySearch?: TinySearch is maintained by TinySuiteHQ, which publishes 2 MCP servers (21 total versions) tracked on MCP Toplist.
Is TinySearch listed on the Official MCP Registry?: Yes — TinySearch is listed on the Official MCP Registry, alongside Glama.
How many versions does TinySearch have?: MCP Toplist tracks 11 versions of TinySearch, most recently published on Oct 8, 2026.
Where can I find the source code for TinySearch?: The source code for TinySearch is hosted at github.com/TinySuiteHQ/TinySearch.

Used in projects

Do you run this server?

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE

All MCP Servers Official MCP Servers GitHub MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers