MCP servers and skills: search, filter by where they run, and compare.
Token optimization MCP server that reduces LLM context by stripping code comments and converting data formats to TOON
PythonMITFew starsNo key
Smart JSON-to-TOON conversion with pragmatic auto-gating for LLM prompts
PythonMIT★ 2Few starsNo key
GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
PythonApache-2.0★ 5No key
TOON-Native Auto-Embedding & RAG Toolkit for MariaDB | Judges' Guide & live demo: https://mariadb-hackathon-my-2026.github.io/seamless-rag/
SkillApache-2.0★ 3Few starsNo key
No-code MCP server generator from API specs (OpenAPI, GraphQL, protobuf). TOON compression for fewer tokens. AI agent for large response pruning and prompt injection detection.
PythonMITFew starsNo key
Shrinks your AI agent's tool output so it burns fewer tokens, without changing what the agent reads. Lossless by default, no decode step.
PythonMIT★ 2Few starsNo key
An MCP tool endows AI agent with the capability to debug ELF
PythonMIT★ 39No key
Universal, deterministic context compressor for AI coding agents & IDEs (Claude Code, Cursor, Antigravity, Codex, Gemini, Hermes) — 88.3% token reduction, lossless TOON v2 JSON tables, AST code skelet
PythonMITFew starsNo key
Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen
PythonMIT★ 2.4kNo key
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions contex
PythonGPL-3.0★ 340No key
A complete toolkit for validating LLM-generated code
PythonApache-2.0★ 1Few starsNo key
Download Instagram media (reels, carousels, photos) via Apify Actor data with instagrapi carousel enhancement
SkillGPL-2.0Few starsNo key
Who stands behind it
