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MCP servers tagged token-optimization
299 live MCP servers tagged "token-optimization", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with token-optimization.
Gcf Go
GCF Go implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
Furl Ctx
Context compression for AI agents — cut token usage costs with retrievable CCR compression. Rust core + Python API, Claude Code & Codex plugin, MCP server. PyPI: furl-ctx
Glyph Compress
Cut the tokens your IDE-to-LLM coding session is billed for. Stops re-sending files the model already has, places provider cache breakpoints where they cover the request, and comp…
Gcf Typescript
GCF TypeScript implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
Gcf Swift
GCF Swift implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
Agentflare
Run AI coding agents efficiently, and coordinate more than one of them. Zero fluff, zero runtime deps.
Prompt2MD
Turn anything into token-optimized, layout-aware Markdown - and know exactly what it saved you. Lossless compression, honest token reports, CLI + MCP server + agent skill.
To Skills Converter
A Claude Code plugin that automatically converts MCP (Model Context Protocol) servers into native Claude Code skills for optimized token usage and improved performance
Contextcache MCP
Budget-aware MCP server that builds minimal Context Packs for AI coding assistants - dependency graph, token budget, local SQLite, no paid APIs.
Umb
MCP gateway: one Rust binary fronts every MCP server, cutting tool context ~99% via a 3-tool API. Source-available.
Syntavra
Adaptive context and runtime optimization for coding agents—reducing token waste, externalizing tool output, preserving exact session history, and enforcing secure tool routing.
Min MCP
Minifying proxy for MCP servers and OpenAPI specs: your agent sees three searchable tools instead of every upstream's full catalog, and overlays fix the tools you don't own.
Neoxider MCP Hub
One MCP tool instead of every schema you own — a lazy capability broker that cuts resident tool context by a measured 94.4%. Search, inspect, enable and call MCP servers and skill…
Docker MCP Orchestrator
Reduce MCP token usage by 90%+ — Load Docker MCP servers on-demand instead of exposing all tools at once
Logica Context
MCP server that protects your AI context window via sandboxed execution and smart indexing. 97% token savings.
Contextomizer
Contextomizer is an ultra-fast, deterministic library for transforming bloated tool outputs, raw APIs, documents, and messy logs into perfectly optimized context for AI Agents 🤖🚀
Shapelex
Local-first MCP memory that reduces AI context tokens and expands exact source text on demand.
Graphsift
Token Saver for Claude, GPT-5 & Gemini. 80-150x code context reduction, F1 0.85. AST dependency graph, ranked context selection, 19 CLI compressors, MCP server, agent memory. Save…
Leanproxy MCP
A "Token Firewall" for MCP - reduce AI token costs by 50-80% while securing your code from secret leaks.
Toksave
A zero-config CLI that securely installs and wires token-saving tools into AI coding agents.
Context Compress
MCP server and hook toolkit that compresses tool output to save context window tokens.
Cycgraph
Agent context compressor and memory persistent orchestration
Portable Brainvibing
Rules, Skills, dan Workflows AI Agent Infrastructure (.agents) powered by Antigravity. My plug and play "Portable Brain" for Flutter workspace, fully AI engineered. Newbie in this…
Shihwesley Plugins
Claude Code plugin marketplace by shihwesley — codebase mapping, documentation, research sandboxes, and developer productivity tools
Gcf Claude Plugin
Claude Code plugin for GCF Proxy. Save 71% on MCP tool call tokens.
Simplicio Loop
🔁 Finishes your entire backlog while you sleep. The AI orchestrator that DOES the work end-to-end on ANY LLM — discover → implement → verify → merge → 24/7 — behind safety gates,…
Gcf Codex Plugin
Codex plugin for GCF Proxy. Save 71% on MCP tool call tokens.
Local Token Saver
Locally installed, folder-scoped retrieval-first context for Claude Code / Codex — SQLite FTS5+vector hybrid search, PDF→Markdown→vectorizer pipeline, MCP server.
Trl Token Reduction
Vendor-neutral token-reduction layer for LLM apps and coding agents: AST code retrieval, prefix caching, compression with a deterministic fact-guard, and cascade. Measured, qualit…
Skill Split
Section-level SQLite library for Claude Code skills — search, checkout, and compose any part of any file with 99% token savings.
Chrome Devtools Slim
chrome-devtools MCP (69% less tokens). Quick setup: npx chrome-devtools-slim --setup
Danshari Skill
🧹 断舍离.skill / danshari.skill — 第一个劝你删 skill 的 skill：审计并移除你的 agent 不再需要的 skill（模型已会的 / harness 已自带的 / MCP 已接管的）。The first skill that tells you to delete skills — audit & remove wha…
Contextclean
Local-first context cleaner for AI agents.
Agent Token Optimizer
Local-first context optimization for coding agents
Lelouch
⚡ Absolute command over your AI agent's token budget — local-first compression of noisy tool output before it reaches the model. Claude Code / OpenCode / Codex / Gemini.
Tooned
transparent TOON re-encoding for AI coding agent tool-call context
Agent Context Token Optimizer
Multi-agent context compaction and secure tool-output vault | 多 Agent 上下文压缩与省 Token 工具集
Context Budget Plus
Free Claude Code skill to audit context, find token waste, and rank fixes. Built on affaan-m/ECC by @affaan-m.
Mduct
CLI for Model Context Protocol (MCP) servers. Pipe, script and automate MCP tools from the Unix shell, and keep their tool schemas out of your LLM context.
Tool Tax
Measure the hidden token bill of MCP and agent tool catalogs.
Axiolex
Shared tool discovery and execution for AI clients and applications across MCP, A2A, and internal tools—intent-ranked Top-K retrieval with centrally managed provider and tool chan…
SynapseCode
Ultra-fast Code Graph & AST Pruning MCP Server for LLMs. Reduces context token consumption by 75%-90% in Claude, Cursor & AI Coding Agents.
Mugil Ide
Token-efficient autonomous AI IDE — a browser-based coding agent with an xterm.js terminal, smart caching, automatic model routing, and MCP tooling. Minimizes token cost while max…
Vts Local Orchestrator
Claude delegates code search & file-reading to a free local LLM — so it spends tokens on thinking, not raw output. Local-only.
Meshmind
A single MCP server merging local codebase mapping, recency research, and token compression for AI agents.
Trimcp
MCP proxy to reduce LLM token costs, built in Rust
Ctxlens
ESLint for MCP servers — a read-only CLI that audits MCP tool definitions for token cost, description quality, and schema hygiene before your agent burns its context window.
Diet
Transparent MCP proxy that cuts tool-schema tokens by 50-78%, in under a millisecond, with no LLM in the loop.
Tool Fabric
Universal tool adapter layer for AI agents - connect any tool with one line of code. 60%+ token savings.
Silentfail
Your MCP servers are failing. You just don't know it yet. Health checks, token audits, security scanning for Claude Desktop, Code, Cursor, VS Code, Windsurf.