The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
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May 4, 2026 - Python
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token-savings
Here are 23 public repositories matching this topic...
Universal AI context generator. Saves thousands of tokens per conversation in Claude Code, Cursor, Copilot, Codex, and more.
cli ai mcp code-analysis developer-tools codebase cursor copilot codex claude llm context-engineering token-savings repo-map
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Apr 25, 2026 - TypeScript
SDL-MCP gives coding agents the right code context, not your entire repo. It turns sprawling codebases into compact, high-signal context that saves tokens, speeds up workflows, and improves agent output.
mcp code-analysis agents codegraph semantic-analysis ai-agents code-context agent-tools agentic-workflow vibe-coding coding-agent agentic-coding codebase-indexing codebase-intelligence agent-context token-savings
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May 3, 2026 - TypeScript
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
mcp developer-tools code-generation ai-agents claude developer-tool openai-api local-llm ollama lm-studio model-context-protocol mcp-server mcp-client claude-mcp vibe-coding-assistant lm-studio-mcp token-savings
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Apr 21, 2026 - JavaScript
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
mcp tokens knowledge-graph developer-tools token codex ai-agents claude rag code-intelligence claude-ai claude-desktop mcp-server claude-code claude-code-plugin claude-skills claude-skill claude-code-skill codex-skill token-savings
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May 4, 2026 - TypeScript
Guardian Agent and Token Savings for Claude Code
headroom rtk agent-gateway gurdian codex-monitor token-savings token-saving guardian-agents claude-code-token-saving vulnerability-guardian
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Apr 23, 2026 - Rust
A reversible code minifier for AI. Save tokens by stripping code format in your prompt, then perfectly restore it in the responces.
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Mar 23, 2026 - Python
MCP server for Git with local Ollama — zero tokens for git operations
git golang mcp opencode developer-tools ai-agents conventional-commits local-llm ollama gemini-cli mcp-server claude-code token-savings
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May 4, 2026 - Go
Turn any OpenAPI spec into a native CLI binary. No MCP, no bloat, no runtime dependencies, ONLY CLI.
go shell cli golang mcp swagger openapi ai-agents ai-agent ai-agents-cli ai-agent-tools token-savings token-saving
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Mar 30, 2026 - Go
TSCG — Deterministic tool-schema compiler for LLM agents. 50-72% token savings, 50 tools in 2.4ms. Phi-4 recovers from 0% to 90% accuracy. 459 tests, zero dependencies, MIT.
typescript compression mcp tool-use llm langchain function-calling prompt-optimization agentic-ai token-savings
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May 4, 2026 - TypeScript
Caveman output style for Claude Code: 40% fewer output tokens, always-on formatting
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Apr 17, 2026
Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs, token savings, read-only mode, no external memory server.
memory sqlite mcp openai persistent-memory codex local-first ai-agent ollama qwen deepseek context-compression gemini-cli model-context-protocol mcp-server claude-code codex-cli token-savings codex-memory auditable-memory
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Apr 23, 2026 - Python
Project-agnostic dual-memory MCP CLI for Claude Code, Cursor, and OpenCode (Qdrant tuned hybrid retrieval + structural memory hooks)
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May 4, 2026 - Python
Make GitHub Copilot responses terse across VS Code Chat, Copilot CLI, cloud agent, and code review. One command. 40-75% fewer response tokens, no correctness hit.
cli developer-tools npx concise github-copilot llm prompt-engineering copilot-chat copilot-instructions agents-md chatmode token-savings
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Apr 22, 2026 - TypeScript
Humanswith.ai MCP Stack: 21 local-first MCP servers for Claude Code, Codex, Cursor and Windsurf with repo retrieval, context prep, traces, screenshots and quality gates
ai mcp developer-tools cursor codex ai-agents windsurf local-first agentic-ai model-context-protocol claude-code token-savings
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May 4, 2026 - TypeScript
Save Claude tokens by offloading tasks to free LLM APIs - 19x more workflows with the same token budget
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Jan 29, 2026 - Shell
Go single-binary persistent memory for AI coding agents. Saves 90-98% tokens vs re-reading files. CLI-first, full-text search, agent-agnostic.
go cli persistent-memory cursor fulltext-search bleve ai-agents dev-tools github-copilot claude-code coding-agent pi-coding-agent token-savings
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May 2, 2026 - Go
Local Ollama-backed MCP server for Claude Code. Query large files without burning context (~30x token savings)
python mcp ai-tools llm anthropic claude-ai local-llm ollama context-compression mcp-server claude-code token-savings
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Apr 14, 2026 - Python
CodeCrew — Senior engineering team for your AI-generated code. One command. Saves $20-40/day in tokens.
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Apr 21, 2026 - JavaScript
lowfat - slim your command output. strips noise, saves tokens.
rust cli open-source developer-tools shell-script llm cost-reduction token-optimization agentic-coding-tool token-savings token-saving
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Apr 27, 2026 - Rust
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