The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, quality deltas. Signatures at 74.7% fewer bytes than bodies; every guess labelled, every loss published. Paddle out with a map.
Top TEXT GitHub Repositories & Tools (2026)
Discover the most starred and trending open source tools tagged with #text.
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
A modern and intuitive terminal-based text editor
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org
MCP server that watches video footage and returns license-safe BGM matches, hook windows, and ffmpeg ducking specs for agents.
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.
MaverickMCP - Personal Stock Analysis MCP Server
Muesli: agent-native local meeting transcription + dictation for macOS (Granola + WisprFlow alternative)
Build voice agents with open-source models
🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visualized in a memory panel.
SuperDoc - Build AI agents that work with DOCX (DOCX Editor, DOCX Agent SDK)
🦀⚡ Community skill pack & CLI for Genspark Claw, OpenClaw & Hermes agents — 5 production-ready SKILL.md skills (deep research, reports, slides, browser automation, AI call prep), zero-dependency Node.js installer, MCP server, one-line install
Frontier CoreML audio models in your apps — text-to-speech, speech-to-text, voice activity detection, and speaker diarization. In Swift, powered by SOTA open source.
ggml speech-to-text inference for 16+ model families
🛡️ Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure Python, SARIF + CI ready.
Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.
Model Context Protocol (MCP) server for Kubernetes and OpenShift
AI sovereignty for the world's most trusted runtime.
Programmable text utility that mac needs