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

docx ↔ LLM translator. Projects .docx office files to Markdown for editing. Projects edits back to OOXML as tracked changes (redlines). Python and Node.js implementations.

Offline context handoff between coding agents. Read local histories into fresh sessions; source stores stay unchanged. Stdlib-only Python, not live session restore.

Persistent memory for AI coding agents: automatic capture, explainable recall, knowledge consolidation, privacy controls, and portable offline storage. One Python file, zero dependencies.

Agent Skill evaluation harness for paired variants, trace artifacts, and runner adapters

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco, Nuxeo DBs. 14 data sources (10 auto-sync), KG auto-building, Ontologies, LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, REST, MCP Server. Options: Langflow, CocoIndex

Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic contracts, not model opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, and research. Installs on Claude Code, Cursor, Codex, Gemini, Copilot, and 6 other AI assistants.

Interactive terminals for AI agents, built for what you can't --yes away. SSH+MFA, GRUB/U-Boot, debconf installers, SOL/serial consoles, fsck, cryptsetup, pdb/gdb, apt, certbot, pwsh and even Vim in tmux-backed sessions. Agent-driven, human-assisted for secrets/MFA. Single-file Python. Agent Skill. CI with 700+ tests. BSD License.

The best-benchmarked open-source AI memory system. And it's free.

MCP Server para 70 APIs públicas brasileiras

Open Models MCP for Blender Using Ollama

MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.

Continue unfinished work across coding agents with portable handoff bundles.

An MCP server that lets LLM agents play Civilization VI.

See how you really use AI — X-ray your AI coding sessions locally

Control Claude Code, Codex CLI and Gemini CLI from Telegram. Live streaming, persistent memory, cron jobs, webhooks, Docker sandboxing.

📊 Browse your AI coding spend in the terminal — OpenCode, Claude Code, Codex & friends

Retirement planner with great wisdom

Agent-friendly Markdown-to-video automation pipeline with reproducible rendering and pluggable media providers.

Self-hosted agent OS with skills, workflows, MCP, and second brain storage.

Tools for AI agents to test, fix and optimise your codebase