#python #ai_coding #claude #claude_code #code_review #graphrag #incremental #knowledge_graph #llm #mcp #python #static_analysis #tree_sitter

code-review-graph is a free, local-first tool that builds a structural map of your code to stop AI assistants from re-reading your entire codebase, saving you significant money and time. By using Tree-sitter to parse your code into a graph and tracking changes incrementally, it identifies the exact "blast radius" of a change so your AI only reads the few files that actually matter. This reduces token usage by an average of 82x (up to 528x in best cases), cutting costs and making AI reviews feasible for massive projects like monorepos.

https://github.com/tirth8205/code-review-graph

#typescript #agent #ai #ai_agent #claude #cli #developer_tools #local_first #mcp #mcp_server #metasearch #model_context_protocol #nodejs #privacy #rag #search #search_engine #typescript #web_crawler #web_scraping #web_search

wigolo is a free, local-first tool that gives your AI agent web search, crawling, fetching, and research capabilities without needing API keys, cloud services, or paying per-query bills . It runs on your machine as an MCP server, keeping all data private and stored locally . The benefit to you is zero cost per query and full privacy, while still delivering web intelligence quality that rivals paid services . You can set it up with one command and immediately use powerful tools like autonomous research and page monitoring without worrying about metered costs .

https://github.com/KnockOutEZ/wigolo

#python #agent #agent_memory #ai_agent #book #coding_agent #context_engineering #large_language_models #llm #mcp #multi_agent #multimodal #rag #reinforcement_learning

This free open-source book and code library teaches you how to build AI Agents using the simple formula: Agent = Model + Context + Tools. You get the full book in English, Chinese, and Tamil, plus ready-to-run code examples for every chapter. The benefit is that you can learn by doing instead of just reading, letting you build real AI agents that search the web, write code, remember users, and work with other agents to solve complex tasks.

https://github.com/bojieli/ai-agent-book

#typescript #a2a #ai_agents #ai_gateway #anthropic #claude #claude_code #cline #codex #copilot #cursor #deepseek #free_ai #gemini #kimi #llm_gateway #mcp #openai #openai_proxy #qwen #token_saver

OmniRoute is a free tool that connects your AI coding apps to 268 providers, including 90+ with free tiers, so you can use top models like Claude or GPT without paying. It automatically switches to another provider if one hits its limit and compresses your requests to cut token usage by up to 95%. You benefit by saving money, avoiding interruptions, and getting unlimited access to powerful AI tools through a single, easy setup.

https://github.com/diegosouzapw/OmniRoute

#typescript #backlink_analysis #google_search_console_mcp #keyword_research #mcp #seo #seo_tools #site_audit

OpenSEO is a free, open-source SEO tool that replaces expensive platforms like Semrush with a simple, pay-as-you-go model where you only pay for the data you use. It connects directly to AI agents like Claude via MCP, allowing your AI to research keywords, track ranks, and analyze backlinks using real data instead of guesses. This saves you money by eliminating monthly subscriptions and boosts efficiency by automating tedious SEO tasks while giving you full control over your tool.

https://github.com/every-app/open-seo

#html #a_share #algorithmic_trading #backtesting #china_stock_market #kline #local_first #market_data #mcp #quant_research #quantitative_finance #stock_data #stock_market #technical_analysis #time_series_database

This is a local stock data engine that stores A-share, ETF, and tick data on your own computer, then cleans, adjusts, and organizes it for fast research and backtesting. It helps you work offline, avoid remote API limits, and quickly query data, calculate indicators, and use Python, HTTP, Excel/WPS, web pages, or AI tools from one local setup.

https://github.com/hello245m/free-stockdb

#python #agent_security #ai_agents #ai_security #benchmark #claude #claude_code #codex #cursor #llm_security #mcp #model_context_protocol #prompt_injection #threat_detection

ADR is an enterprise security system for AI agents that watches what agents do, tests them for attacks, detects risky behavior, and is being used in production at Uber; its paper was accepted to MLSys 2026. The benefit to you is better protection for AI tools like Cursor, Claude Code, and Codex, plus a way to find unsafe actions before they cause harm.

https://github.com/uber/ADR

#python #ai #ast #claude_code #code_analysis #code_understanding #codebase_search #developer_tools #graph_database #knowledge_graph #llm #mcp #mcp_server #memgraph #monorepo #multi_language #python #rag #retrieval_augmented_generation #semantic_search #tree_sitter

Code-Graph-RAG is an open-source tool that reads a codebase, builds a graph of functions, classes, modules, and links, and lets you ask questions, find code, edit safely, and improve code in plain English. It supports many languages and can run as an MCP server for direct use with AI tools. Benefit: you can understand and change large mixed-language projects faster, with less manual searching and fewer mistakes.

https://github.com/vitali87/code-graph-rag

#rust #agent #ai #ai_agents #all_in_one #crm #crm_system #email #linear #mcp #messaging #notes #notion #office #rust #slack #slack_alternative #startup #startup_tools #typescript #workspace

Macro is an all-in-one workspace for teams that combines email, chat, docs, tasks, CRM, calls, and agents in one fast place, with shared team memory and links between everything. The benefit for you is less app-switching, faster teamwork, and easier finding of the right message, file, or task when you need it.

https://github.com/macro-inc/macro

#typescript #agent #agent_harness #agent_os #agentic #ai #ai_agent #ai_agents #artificial_intelligence #claude_code #codex #electron #holaboss #holaos #llm #mcp #memory #model_context_protocol #runtime #typescript #workspace

holaOS is a local-first desktop workspace that lets you run agents like Claude Code, Codex, or its built-in agent together with your tools, files, apps, and shared memory. It supports macOS, Windows, and Linux, includes built-in models or your own keys, and can help you get work done with real browser control, app automation, and ready-made files. This can save you time because one setup works across agents, keeps your context, and lets you produce useful results without switching systems.

https://github.com/holaboss-ai/holaOS

#python #agent #agent_security #ai_infra #ai_red_teaming #ai_security #llm #llm_evaluation #llm_jailbreak #llm_security #mcp_scan #openclaw_security #prompt_injection #prompt_security #scanner #security #security_tools #skill_scanner #skills_security #vulnerability

A.I.G (AI-Infra-Guard) is a Tencent Zhuque Lab tool for AI red teaming and security checks. It scans AI infrastructure, MCP servers, agent skills, and jailbreak risks, and it can run with Docker, a web UI, or an API. This helps you find weak points early, understand real security risks, and fix problems before they affect your AI systems.

https://github.com/Tencent/AI-Infra-Guard

#go #browser_history #go #golang #history #index #mcp #mcp_server #personal_search #personal_search_engine #privacy #search #search_engine #semantic_search #web

Hister is a private search tool that lets you search the full text of web pages and local files you have already visited or saved, from a browser, terminal, or AI assistant. It runs locally or on your own server, needs little setup, and helps you quickly find old information again while keeping your data private.

https://github.com/asciimoo/hister

#rust #ai #ai_coding_assistant #claude_code #codex #coding_agents #git #gitops #kilo_code #mcp #mcp_client #opencode #opencode_ai #opencode_skills #self_hosted #skills

Atlas is a local app for coding agents that records what each agent did, why it did it, and what code changed. It lets you use tools like Claude Code and Codex together, share memory between them, and keep your code, notes, and sessions on your own machine. This helps you switch agents without losing work, review past changes more easily, and protect your private project data.

https://github.com/pacifio/atlas