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

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 (20 days ago)
Last release: Oct 8, 2026 (20 days ago)
Last package publish: Oct 8, 2026 (20 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 Registry github-graphql