context-window MCP servers

23 tagged context-window, measured the same way as everything else here.

Browse within: LLM 6

nexusmem

01

yaminbkk/NexusMem

MCP server Claude CodeCodexCursor +2

Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP. Runs locally from the nexusmem npm package.

not rated 15 28d ago A tokens not measured original MIT

repomap-ai

02

TusharKarkera22/RepoMap-AI

MCP server Claude CodeCodexCursor +2

Token-efficient repository mapping tool for AI IDEs. Runs locally from the repomap-ai Python package.

not rated 9 6mo ago A tokens not measured

densely

03

alibaizhanov/densely

MCP server Claude CodeCodexCursor +2

Lossless context compression for LLMs: 2x-8x fewer tokens, byte-exact reconstruction, sha256-verified. Runs locally from the densely Python package.

not rated 8 2mo ago A tokens not measured original MIT

Ar5en1c/context-guardian

MCP server Claude CodeCodexCursor +2

MCP server + proxy that cuts cloud LLM costs 36-42% by indexing context locally with Ollama and giving agents precision retrieval tools instead of raw dumps. Runs locally from the context-guardian-mcp npm package.

not rated 7 9d ago A tokens not measured original MIT

capsule

05

hakiyaka/capsule

MCP server Claude CodeCodexCursor +2

MCP server "capsule" as configured in hakiyaka/capsule. Runs ./mcp/server.cjs with node.

not rated 4 1mo ago A tokens not measured original MIT

context-firewall

06

Alepha188838884/context-firewall

MCP server Claude CodeCodexCursor +2

Local MCP proxy: collapses N servers' tools into 4 meta-tools and compresses large tool outputs. Runs locally from the context-firewall npm package.

not rated 2 1mo ago A tokens not measured original MIT

tokenkeeper

07

admin-sosys/TokenKeeper

MCP server Claude CodeCodexCursor +2

MCP server "tokenkeeper" as configured in admin-sosys/TokenKeeper. Launched with tokenkeeper. Needs 1 environment variable to run.

not rated 2 8mo ago A tokens not measured original MIT

agentfit

08

MukundaKatta/agentfit-mcp

MCP server Claude CodeCodexCursor +2

Token-aware message truncation: fit a chat history into your model's context budget. Runs locally from the @mukundakatta/agentfit-mcp npm package.

not rated 1 2mo ago A tokens not measured original MIT

mcp-checkup

09

yifanyifan897645/mcp-checkup

MCP server Claude CodeCodexCursor +2

Analyze your MCP setup: token costs, grades, duplicates, and optimization tips. Runs locally from the mcp-checkup npm package.

not rated 1 6mo ago A tokens not measured original MIT

rlm-mcp

10

adrianwedd/rlm-mcp

MCP server Claude CodeCodexCursor +2

MCP server "rlm-mcp" as configured in adrianwedd/rlm-mcp. Runs rlm_mcp.server with /Users/adrian/repos/rlm-mcp/.venv/bin/python3.

not rated 1 5mo ago A tokens not measured

AiAgentKarl/agent-context-optimizer-mcp

MCP server Claude CodeCodexCursor +2

MCP Server that solves context window overload — smart tool pruning, relevance scoring, and budget tracking for AI agents. Runs locally from the agent-context-optimizer-mcp Python package.

not rated 1 6mo ago A tokens not measured original MIT

session-migrator

12

liangyuan0219/session-migrator

MCP server Claude CodeCodexCursor +2

MCP server "session-migrator" as configured in liangyuan0219/session-migrator. Runs locally from the session-migrator Python package.

not rated 1 2mo ago A tokens not measured original MIT

whats-loaded-mcp

13

stcmain/whats-loaded-mcp

MCP server Claude CodeCodexCursor +2

What fills your agent's context window before a session starts: skill descriptions, memory files. Runs locally from the whats-loaded-mcp npm package.

not rated 0 4d ago A tokens not measured original MIT

lethe

14

JesusGarcia9009/lethe-engineering

MCP server Claude CodeCodexCursor +2

Context garbage collector for long-running LLM agents — offload and recall to save tokens (Claude Code & Codex via MCP). Runs locally from the lethe-llm-context Python package. Needs 1 environment variable to run.

not rated 0 3mo ago A tokens not measured original Unlicense

tokentrust-cli

15

RudrenduPaul/TokenTrust-CLI

MCP server Claude CodeCodexCursor +2

Vendor-neutral CLI and MCP server that verifies the token and cost savings AI-coding-agent context-reduction proxies (rtk, headroom) actually deliver, measured against a real 23-task labeled corpus with a local tokenizer instead of the proxy's own claimed. Runs locally from the tokentrust-cli npm package.

not rated 0 4d ago A tokens not measured original Apache-2.0

memshelf-mcp

16

ignatenkofi/memshelf-mcp

MCP server Claude CodeCodexCursor +2

Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time. Runs locally from the memshelf-mcp Python package.

not rated 0 12d ago A tokens not measured original MIT

token-lens

17

mdfifty50-boop/token-lens-mcp

MCP server Claude CodeCodexCursor +2

Context window token analysis and budget management. Runs locally from the token-lens-mcp npm package.

not rated 0 6mo ago A tokens not measured

smart-webfetch-mcp

18

mathisto/smart-webfetch-mcp

MCP server Claude CodeCodexCursor +2

Context-aware web fetching MCP server that respects token limits. Runs locally from the smart-webfetch-mcp Python package.

not rated 0 11mo ago A tokens not measured original MIT

slop-mcp

19

standardbeagle/slop-mcp

MCP server Claude CodeCodexCursor +2

MCP orchestrator — connect unlimited Model Context Protocol servers through 8 meta-tools. Progressive tool discovery keeps your AI agent's context window small. Runs locally from the slop-mcp Python package.

not rated 0 1mo ago A tokens not measured original MIT

tokenroom

20

tyejcoleman/tokenroom

MCP server Claude CodeCodexCursor +2

Resource-aware layer for Claude Code: feeds rate-limit and context headroom to the agent itself, so it plans work that fits the budget. Runs locally from the tokenroom npm package.

not rated 0 2mo ago A tokens not measured original Apache-2.0

leptin-hlp

21

lionellau/leptin

MCP server Claude CodeCodexCursor +2

MCP server "leptin-hlp" as configured in lionellau/leptin. Runs locally from the leptin-hlp Python package.

not rated 0 4mo ago A tokens not measured original MIT

mcp-lens

22

M8T-Jacob/mcp-lens

MCP server Claude CodeCodexCursor +2

MCP (Model Context Protocol) proxy/router that sits in front of a fleet of downstream MCP servers and exposes only a handful of meta-tools (searchtools, describetool, calltool, listservers) to the host instead of every downstream tool definition — cut. Runs locally from the @m8t-jacob/mcp-lens npm package.

not rated 0 3mo ago A tokens not measured original MIT

lithium-kb

23

liulinnuha/lithium-kb

MCP server Claude CodeCodexCursor +2

Fast, in-memory structured markdown knowledge base (.agent-kb/) with 2D neural graph visualization, live SSE activity stream, and MCP stdio integration. Runs locally from the @liulinnuha/lithium-kb npm package.

not rated 0 2mo ago A tokens not measured original MIT