distil
Related Servers
Alternatives to distil
- AlicenseNot gradedqualityCmaintenanceCompresses tool outputs, manages token budgets, deduplicates content, and filters by relevance to optimize context window usage for AI agents.MIT
Related Servers
- AlicenseNot gradedqualityBmaintenanceProvides compression, retrieval, and statistics for local context-economy when interacting with GPT/Codex, enabling efficient token usage and exact recovery of compacted content.3Apache 2.0
- AlicenseNot gradedqualityAmaintenanceLossless context compression for LLMs, packing text into 2x-8x fewer tokens with byte-exact reconstruction. Provides MCP tools to compress files/text and expand exact slices, verified by sha256.30 PyPI6MIT
- AlicenseAqualityCmaintenanceData compression MCP server with auto-algorithm selection (gzip, brotli, deflate). 7 tools for compress, decompress, analyze, store, retrieve, list, and stats. Achieves 60x compression on docs, 30x on SQL. Lossless round-trip verified. Zero dependencies.92MIT
- AlicenseAqualityAmaintenanceA transparent proxy that sits in front of any other MCP server and shrinks its tool output before it reaches the model. Lossless by default: the transformed bytes are a denser encoding of the same data, with a round-trip gate asserting an exact inverse over the corpus, so nothing is dropped, summarised, or offloaded to a cache that expires. Repeated calls to the same tool emit a delta against the21,570 PyPIMIT
- AlicenseNot gradedqualityBmaintenanceEnables AI coding agents to compress terminal output and file context in real time, preserving full error tracebacks while reducing token consumption by 60-85%.1MIT
- FlicenseNot gradedqualityBmaintenanceEnables AI agents and developers to dynamically tokenize session context windows and compact dialogue history into structured outputs via MCP, CLI, or Python client. Runs on pure standard library Python with no external dependencies for deterministic, low-latency execution.7-
TDQS
Scored across 3 tools
Each tool has a clearly distinct role: compress stores and returns a digest, expand recovers the original from a handle, and savings reports cumulative ledger totals. There is no functional overlap or realistic confusion between them.
All tools share a consistent distil_ prefix and snake_case style. compress and expand are verb-named, while savings is noun-named, which is a minor deviation but still predictable and readable.
Three tools is exactly the right scope for a focused compression and restore utility. Each tool serves a distinct, necessary function without adding unneeded surface area.
The server covers the full intended workflow: compress text, expand it back by handle, and report cumulative savings. Automatic TTL expiration handles cleanup, so there are no obvious dead ends or missing operations for the stated domain.