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MCP servers tagged tokens

20 live MCP servers tagged "tokens", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with tokens.

20
live servers
43
avg trust
622
most stars
1

Headroom

chopratejas

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP s…

★ 622updated 6 months agoApache-2.0
87
2

Caveman Shrink

MCP proxy that compresses prose fields (tool descriptions, etc.) using caveman rules. Same accuracy, fewer context tokens.

67
3

Goldrush MCP Server

covalenthq

GoldRush MCP Server for interacting with Covalent GoldRush API

★ 13updated 6 months agoMIT
64
4

Lean Ctx

Hybrid Context Optimizer — Shell Hook + MCP Server. Reduces LLM token consumption by 89-99%. Single Rust binary, zero dependencies.

52
5

Slack Tools

Tools for interacting with Slack's local data with Model Context Protocol support

42
6

Indxr

A fast codebase indexer and MCP server for AI coding agents.

39
7

Helmsman

Adaptive instruction server for AI coding agents

39
8

Ide Relay MCP

The missing human checkpoint for AI coding agents. Give your AI agent a "pause & ask" button — review, correct, or enrich every step before it runs.

39
9

Gortex

High-performance code intelligence engine that indexes repositories into an in-memory knowledge graph and exposes it via CLI, MCP Server, and web UI. Built for AI coding agents -…

39
10

Tokenuse

A Rust TUI and Desktop app for exploring AI coding tool token and cost usage

39
11

Tokensfun

tokensfun mcp for Claude Code existing-app token deployment.

37
12

Brevix Shrink

MCP middleware proxy that compresses tools/list, prompts/list, and resources/list responses to save tokens. Sister project to Brevix.

37
13

Tokens For Good

Donate your spare AI tokens to research nonprofits for Fierce Philanthropy

37
14

Agentctx

Agent Context Manager — manage context windows, memory, roles, token budgets, and multi-agent chains for Claude Code, Codex, Cursor, and any LLM-based agentic tool.

37
15

Tooltax

Token-budget linter and public leaderboard for MCP tool schemas.

37
16

Mana

Mana is an MCP server that saves 50-70% on AI coding API costs. It intercepts bloated tool responses — file reads, bash outputs, directory searches, MCP calls — and routes them th…

34
17

Macu Minimize AI Credit Usage

Minimize AI credit usage. Analyze tool call patterns across Claude Code, OpenCode & Codex to find unused tools and cut token waste

34
18

Deus In Machina

Design System Runtime (DSR) — enforcement + structure + runtime for design systems

34
19

ContextTax

Measure the context-window tax an MCP server charges your AI agent — the real token cost of its tool schemas + responses. Ground truth (Anthropic count_tokens) or keyless estimate…

34
20

Warden AI

The structurally-verified context layer for AI coding agents. Cut 50-90% of your agent's token spend.

34
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