Tagged “python”

headroom

Updated today

by headroomlabs-ai

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.

FinanceToolkit

Updated today

by JerBouma

Transparent and Efficient Financial Analysis

code-graph-rag

Updated today

by vitali87

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

npcpy

Updated today

by NPC-Worldwide

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

bernstein

Updated today

by sipyourdrink-ltd

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run

retentioneering-tools

Updated today

by retentioneering

Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation

Compartment

Updated 11d ago

by MaxFreedomPollard

Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Logically and mathematically superior storage and retrieval.

unraid

Updated today

by dinglebear-ai

Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.

after-effects-mcp

Updated 10d ago

by JUNKDOGE-JOE

Agent-driven Adobe After Effects automation. MCP server + CEP plugin enabling Codex/Cursor/Claude Code to drive AE through 30 ae.* tools.

better-code-review-graph

Updated today

by n24q02m

Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.

arifOS

Updated today

by ariffazil

[L0 CONSTITUTION] arifOS — constitutional MCP kernel. Law, identity, F1–F13, VAULT999. Judges but never executes. DITEMPA BUKAN DIBERI.

rekal

Updated 2mo ago

by janbjorge

Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file.

mcp-score

Updated 6d ago

by tskovlund

MCP server for AI-driven music score generation and manipulation. Natural language to notation via MusicXML + live MuseScore integration.

madcop

Updated 1mo ago

by linmy666

MadCop — local-first AI agent desktop workstation (v0.9). Multi-model chat, tool-use, MCP servers, 12 workflow modes, knowledge base, AI design tool, persistent workspace.

shotcut-mcp

Updated 14d ago

by matrodrigs

Transactional MCP server for creating, editing, validating, previewing, and rendering Shotcut projects.

wet-mcp

Updated today

by n24q02m

Open-source MCP server for AI agents: web search, content extraction, and library docs -- 5-strategy scraping, runs without API keys.

memtomem

Updated today

by memtomem

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

pipulate

Updated today

by pipulate

Local First AI SEO Software on Nix, FastHTML & HTMX

qlens

Updated 1mo ago

by unknowbug

QLens — HDR image viewer (QuickView) + image manager with open tag database (qltag.db) + MCP server for AI agents. Plugin-based decoding: HEIC/AVIF/SVG/RAW/JXL; D3D11 HDR pipeline.

volca

Updated today

by ccomb

Open-source toolkit for inspecting and working with life-cycle inventory databases, with CLI, desktop, API/server, Python, and MCP interfaces.

mnemo-mcp

Updated today

by n24q02m

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

better-telegram-mcp

Updated today

by n24q02m

Telegram for AI agents -- messages, chats, media, and contacts across both bot and full user-account modes.

renforge-mcp

Updated today

by alex-jordan547

MCP server, CLI, and web dashboard for Ren'Py visual-novel development — inspect, drive and debug a running game from an AI agent or the browser

precis-mcp

Updated today

by retospect

MCP server giving LLM agents a seven-verb API over papers, documents, code, state, patents, and cached web/Wolfram/YouTube tool calls