Top TAP GitHub Repositories & Tools (2026)

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 server.

FastAPI framework, high performance, easy to learn, fast to code, ready for production

🍺 Personal Homebrew tap for custom macOS formulas, CLI utilities, and developer scripts.

AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.

Real-time intraday stock scanner for US equities with a browser dashboard you lay out yourself

PipesHub is an open-source platform for securely connecting enterprise knowledge to AI. Give AI agents trusted context and your team permission-aware search with verified citations across your business systems.

🍻 Default and OSS formulae (built-from-source packages) for the package manager for everywhere

TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.

Open-source, AI-native knowledge base & Evernote alternative with native MCP. Zero-cost on Cloudflare or Docker.

Local-first AI trading journal. Import your broker CSV, get round-trip trades, KPIs and Claude-powered diary analysis. Runs on your own machine. No account, no telemetry, MIT.

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Static reflection for enums (to string, from string, iteration) for modern C++, work with any enum type without any macro or boilerplate code

One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.

Quick and Easy server testing/validation

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

☕️⚡️TShock provides Terraria servers with server-side characters, anti-cheat, and community management tools.

Homebrew tap for PHP 5.6 to 8.6. PHP 8.6 is built nightly :beer:

Passkeys, FIDO2 and WebAuthn .NET library.

Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.

🛰 Collection of portable apps for Windows