- Conduid
- Marketplace
- #context-window
MCP servers tagged context-window
39 live MCP servers tagged "context-window", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with context-window.
MCPProxy
Supercharge AI Agents, Safely
varun29ankuS/shodh-memory
Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
Headroom
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…
Baml Agents
Building Agents with LLM structured generation (BAML), MCP Tools, and 12-Factor Agents principles
Smart Webfetch MCP
Context-aware web fetching MCP server that prevents LLM context window flooding
Token Saver
Content-aware output compression for AI coding assistants. 36 specialized processors cut CLI output tokens by 60-99% (git, pytest, npm, terraform, kubectl, docker, and more) witho…
Mnemon
LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with Claude Code, OpenClaw, and any CLI agent.
Entroly
The Context Engineering Engine. Your AI sees 5% of your codebase — Entroly shows it everything. 78% fewer tokens. Works with Cursor, Claude Code, Copilot, OpenClaw.
Token Goat
Token burn reducer and focus keeper for Claude Code, Codex, Gemini CLI, Cline, Windsurf, Aider, Cursor, Copilot, and more: surgical read hints, PDF/Office/CSV/markdown file interc…
Hypa
Local context runtime for coding agents: compress shell output, query code, and proxy MCP tools
Claude Teams Brain
Give your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.
N2 Arachne
Optimize AI workflows with Arachne. Automatically assembles the perfect code context (Tree, Target, Deps, Semantic) to fit context windows without noise. Built for efficiency and…
Reshapr
The open source, no-code MCP Server for AI-Native API Access
Squeez
End-to-end token optimizer for Claude Code, Copilot CLI & OpenCode. Up to 95% bash compression, cross-call redundancy, caveman persona, markdown compressor. Zero new dependencies.
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 -…
Unclog
Audit MCP servers, skills, and CLAUDE.md bloat eating your Claude Code context window.
Skillreaper
Evidence-based pruning for your AI-agent stack — scan, report, and safely prune unused skills/MCP servers/agents using real transcript evidence
PlayGuard
AI-powered MCP proxy for Playwright and Figma. Optimize Claude Code and AI agents with session recovery, context reduction and intelligent tool routing.
Contextrot
Find out where your coding agent starts degrading. Personal context-rot analytics from your own sessions - 100% local, zero-config: uvx contextrot
Slop
MCP orchestrator — connect unlimited Model Context Protocol servers through 8 meta-tools. Progressive tool discovery keeps your AI agent's context window small.
Lazy
MCP lazy loading proxy for AI agents - reduce context window token usage by 90%+
Universal Context Mode
Stop losing context to large outputs — MCP server that compresses tool outputs. Works everywhere: Claude Code, Cursor, Windsurf, Copilot, and any MCP-compatible IDE.
Forget
Convert MCP servers into Skill documents + CLI wrappers. Kill context window overhead.
Slim
MCP proxy that gives agents their context window back. Schema compression, lazy loading, response caching.
Demipass
Secrets management for LLM sessions. Keep credentials out of context windows.
Tooltrim
Tooltrim — an open-source MCP proxy: aggregate N MCP servers, filter and shrink tool descriptions, and trace every call.
Zerodb Sequential Thinking
Persistent sequential thinking MCP — chain-of-thought reasoning that survives sessions, resumes across agents, and saves conclusions as plan artifacts. Powered by ZeroDB. Zero-con…
4q Tokenz
MCP Proxy Gateway - Intelligent proxy that reduces token usage by exposing only mcp_search, mcp_call, and mcp_schema
Larkx
AI codebase indexer and MCP server for Claude Code, Cursor, and Copilot. Pre-index your project into a compact graph and measure real token savings with `larkx bench`.
Tooltax
Token-budget linter and public leaderboard for MCP tool schemas.
Cortex Ast
A powerful Model Context Protocol (MCP) server and Omni-AST engine. It empowers AI agents to seamlessly parse complex codebases, execute secure cross-project operations, and dynam…
ShipItAndPray/mcp-memory
based, zero dependencies.
Reshapr.io
reShapr website
Cpp Project Indexer
MCP C++ project indexer for fast symbol, module, and source-range navigation in large C++20 codebases.
zzallirog/weighted-compact
enforced).
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…
Memory Indexer
.NET SDK and MCP server implementing a cognitive science-based 3-axis memory system (type x scope x tier) for LLM context management beyond finite context windows.
Fastmcp Endpoint Toolsets
One FastMCP server, one port — expose each tool group at its own native MCP URL, so every agent sees only the tools it needs. No proxy, no gateway.
nomadop/session-watcher
no metric ever enters the model's context.