SERVER

TinyContext

Rank #4,560

io.github.TinySuiteHQ/tinycontext

Token-light local memory with SQLite hybrid retrieval for MCP agents.

10 versions

9 GitHub stars

by TinySuiteHQ (2 servers)View repository ↗

First listed

Jul 31, 2026

Last publish date

Oct 8, 2026

PURPOSE

What you can do with TinyContext

TinyContext is a Model Context Protocol (MCP) server published by TinySuiteHQ. It ranks #4,560 of 144,396 active servers on MCP Toplist, and its repository has 9 GitHub stars. TinyContext is listed across 2 registries — Official MCP and Glama, with 10 tracked versions. It was first listed on Jul 31, 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 TinyContext 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 TinyContext

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
TINYCONTEXT_CONFIG_PATH · optional
TINYCONTEXT_MEMORY_DB_PATH · optional
TINYCONTEXT_MODELS_DIR · optional
OTEL_SERVICE_NAME · optional
OTEL_EXPORTER_OTLP_ENDPOINT · optional
OTEL_EXPORTER_OTLP_PROTOCOL · optional
OTEL_EXPORTER_OTLP_HEADERS · optional

INSTALLATION AND FIRST TASK

Connect TinyContext and confirm it works

Docker image

claude mcp add tinycontext -e "MCP_TRANSPORT=<your MCP_TRANSPORT>" -e "TINYCONTEXT_CONFIG_PATH=<your TINYCONTEXT_CONFIG_PATH>" -e "TINYCONTEXT_MEMORY_DB_PATH=<your TINYCONTEXT_MEMORY_DB_PATH>" -e "TINYCONTEXT_MODELS_DIR=<your TINYCONTEXT_MODELS_DIR>" -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>" -- docker run -i --rm docker.io/marcellm01/tinycontext:v0.5.1

Replace each placeholder with your own value before saving.

Python package (PyPI)

claude mcp add tinycontext -- uvx tinysuite-context

Docker image

[mcp_servers.tinycontext]
command = "docker"
args = ["run", "-i", "--rm", "docker.io/marcellm01/tinycontext:v0.5.1"]

[mcp_servers.tinycontext.env]
MCP_TRANSPORT = "<your MCP_TRANSPORT>"
TINYCONTEXT_CONFIG_PATH = "<your TINYCONTEXT_CONFIG_PATH>"
TINYCONTEXT_MEMORY_DB_PATH = "<your TINYCONTEXT_MEMORY_DB_PATH>"
TINYCONTEXT_MODELS_DIR = "<your TINYCONTEXT_MODELS_DIR>"
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>"

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

Python package (PyPI)

[mcp_servers.tinycontext]
command = "uvx"
args = ["tinysuite-context"]

Add to ~/.codex/config.toml.

Docker image

{
  "mcpServers": {
    "tinycontext": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinycontext:v0.5.1"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYCONTEXT_CONFIG_PATH": "<your TINYCONTEXT_CONFIG_PATH>",
        "TINYCONTEXT_MEMORY_DB_PATH": "<your TINYCONTEXT_MEMORY_DB_PATH>",
        "TINYCONTEXT_MODELS_DIR": "<your TINYCONTEXT_MODELS_DIR>",
        "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>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "tinycontext": {
      "command": "uvx",
      "args": [
        "tinysuite-context"
      ]
    }
  }
}

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

Docker image

{
  "mcpServers": {
    "tinycontext": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinycontext:v0.5.1"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYCONTEXT_CONFIG_PATH": "<your TINYCONTEXT_CONFIG_PATH>",
        "TINYCONTEXT_MEMORY_DB_PATH": "<your TINYCONTEXT_MEMORY_DB_PATH>",
        "TINYCONTEXT_MODELS_DIR": "<your TINYCONTEXT_MODELS_DIR>",
        "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>"
      }
    }
  }
}

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": {
    "tinycontext": {
      "command": "uvx",
      "args": [
        "tinysuite-context"
      ]
    }
  }
}

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

Docker image

{
  "servers": {
    "tinycontext": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinycontext:v0.5.1"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYCONTEXT_CONFIG_PATH": "<your TINYCONTEXT_CONFIG_PATH>",
        "TINYCONTEXT_MEMORY_DB_PATH": "<your TINYCONTEXT_MEMORY_DB_PATH>",
        "TINYCONTEXT_MODELS_DIR": "<your TINYCONTEXT_MODELS_DIR>",
        "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>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "servers": {
    "tinycontext": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "tinysuite-context"
      ]
    }
  }
}

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

Docker image

{
  "mcpServers": {
    "tinycontext": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinycontext:v0.5.1"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYCONTEXT_CONFIG_PATH": "<your TINYCONTEXT_CONFIG_PATH>",
        "TINYCONTEXT_MEMORY_DB_PATH": "<your TINYCONTEXT_MEMORY_DB_PATH>",
        "TINYCONTEXT_MODELS_DIR": "<your TINYCONTEXT_MODELS_DIR>",
        "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>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "tinycontext": {
      "command": "uvx",
      "args": [
        "tinysuite-context"
      ]
    }
  }
}

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

Docker image

{
  "mcpServers": {
    "tinycontext": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/marcellm01/tinycontext:v0.5.1"
      ],
      "env": {
        "MCP_TRANSPORT": "<your MCP_TRANSPORT>",
        "TINYCONTEXT_CONFIG_PATH": "<your TINYCONTEXT_CONFIG_PATH>",
        "TINYCONTEXT_MEMORY_DB_PATH": "<your TINYCONTEXT_MEMORY_DB_PATH>",
        "TINYCONTEXT_MODELS_DIR": "<your TINYCONTEXT_MODELS_DIR>",
        "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>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "tinycontext": {
      "command": "uvx",
      "args": [
        "tinysuite-context"
      ]
    }
  }
}

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

TinySearch#1,193

View all TinySuiteHQ servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Jul 31, 2026
Latest version published: Oct 8, 2026
Version history: 10 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

Official MCP ↗listed since Jul 31, 2026 · still listed
Glama ↗listed since Jul 31, 2026 · still listed

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

VERSIONS

Available versions (10)

Version	Published
0.5.1	Oct 8, 2026
0.5.0	Sep 5, 2026
0.4.1	Aug 25, 2026
0.4.0	Aug 16, 2026
0.3.1	Aug 15, 2026
0.3.0	Aug 15, 2026
0.2.2	Aug 9, 2026
0.2.1	Aug 4, 2026
0.2.0	Jul 31, 2026
0.1.0	Jul 31, 2026

STANDING

#4,560of 144,396 active serversTop 5%

Ranks ahead of 139,836 of 144,396 servers on MCP Toplist.

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

HTML

<a href="https://mcptoplist.com/server/io.github.TinySuiteHQ%2Ftinycontext"><img src="https://mcptoplist.com/badge/io.github.TinySuiteHQ%2Ftinycontext.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>

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

FAQ

Frequently asked questions

Who maintains TinyContext?: TinyContext is maintained by TinySuiteHQ, which publishes 2 MCP servers (21 total versions) tracked on MCP Toplist.
Is TinyContext listed on the Official MCP Registry?: Yes — TinyContext is listed on the Official MCP Registry, alongside Glama.
How many versions does TinyContext have?: MCP Toplist tracks 10 versions of TinyContext, most recently published on Oct 8, 2026.
Where can I find the source code for TinyContext?: The source code for TinyContext is hosted at github.com/TinySuiteHQ/TinyContext.

Used in projects

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