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Tinycontext

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

Connector by TinySuiteHQ · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 9
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/tinysuitehq-tinycontext

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Reviews

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Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
3 read · 2 write · 1 delete
Secrets
1 (API keys, tokens or passwords)
Install scripts
None found
Runs as
Python package

Tools by what they do 6

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

  • get_memory
  • list_memories
  • recall_memories

Write 2 · Create, change, send or run things.

  • save_memories
  • update_memory

Delete 1 · Delete, drop, revoke or wipe things.

  • delete_memory

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • OTEL_EXPORTER_OTLP_HEADERS

Other settings (environment variables or headers).

  • MCP_TRANSPORT
  • OTEL_EXPORTER_OTLP_ENDPOINT
  • OTEL_EXPORTER_OTLP_PROTOCOL
  • OTEL_SERVICE_NAME
  • TINYCONTEXT_CONFIG_PATH
  • TINYCONTEXT_MEMORY_DB_PATH
  • TINYCONTEXT_MODELS_DIR

Network hosts it talks to 3

  • github.com · found in code
  • huggingface.co · found in code
  • raw.githubusercontent.com · found in code

Tools (6)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • delete_memoryDelete Memory

    Permanently delete a single stored memory by ref (or full id). Use recall_memories first to find the ref of the memory to remove.

  • get_memoryGet Memory

    Fetch one stored memory's full content by ref or id, bypassing recall/ranking entirely. Use after list_memories or recall_memories surfaces a ref you want to inspect in full.

  • list_memoriesList Memories

    Browse stored memories, with pagination and an optional created_at date range. Unlike recall_memories, this does no semantic ranking and no token-budget cutoff -- it's a cheap, deterministic catalog view for questions like 'what did we do last week', for paging through everything stored, or (with sort='stale') for finding old, never-or-rarely-recalled memories worth reviewing. Content is truncated per entry; use get_memory for the full text of one.

  • recall_memoriesRecall Memories

    Retrieve prompt-ready memories within a token budget. With a query, runs hybrid semantic search and labels each memory high, medium, or low relevance. With no query, returns the newest stored memories in chronological order instead (not semantic search, and not date-range aware -- for 'what did we do last week' or any other date-scoped question, use list_memories(since=, until=) directly instead).

  • save_memoriesSave Memories

    Persist one or more concise memories for later recall. Each memory needs content, and defaults to kind='episodic'; use kind='profile' for durable identity/preference facts, which are always attached to every recall_memories response instead of needing a separate lookup.

  • update_memoryUpdate Memory

    Supersede a stored memory with corrected content. Use recall_memories first to find the ref of the memory to correct.

Signals

Stars
9
Forks
3
Open issues
0
Weekly downloads
52
Last commit
Oct 9, 2026 (22 days ago)
Last release
Oct 8, 2026 (23 days ago)
Last package publish
Oct 8, 2026 (23 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.TinySuiteHQ/tinycontext
Version
0.5.1
Auth
API key
Packages
oci docker.io/marcellm01/tinycontext:v0.5.1pypi tinysuite-context
License
MIT
Repository
github.com/TinySuiteHQ/TinyContext
Website
github.com/TinySuiteHQ/TinyContext
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

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Tinycontext MCP server. Agent Mart. https://agentmart.dev/connectors/tinysuitehq-tinycontext (last updated 2026-10-24)