Tagged “python”
35 listings
Servers
headroom
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.
npcpy
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
retentioneering-tools
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
bernstein
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
unraid
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.
better-code-review-graph
by n24q02m
Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.
arifOS
by ariffazil
[L0 CONSTITUTION] arifOS — constitutional MCP kernel. Law, identity, F1–F13, VAULT999. Judges but never executes. DITEMPA BUKAN DIBERI.
Compartment
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Logically and mathematically superior storage and retrieval.
wet-mcp
by n24q02m
Open-source MCP server for AI agents: web search, content extraction, and library docs -- 5-strategy scraping, runs without API keys.
mnemo-mcp
by n24q02m
Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.
bach
by ellmos-ai
BACH v3.12.4-earth: local-first text-based OS for LLM agents with SQLite memory, 113+ handlers, 550+ tools, MCP servers, scheduler and multi-agent orchestration
quantum-hardware-mcp
by Lokesh-2025
Open-source MCP server giving AI assistants live, natural-language control of real quantum hardware across IBM Quantum, IonQ, and AWS Braket
ResearchGravity
by Dicoangelo
Metaventions AI Research Framework — Multi-tier signal capture for frontier intelligence. Architected Intelligence.
willow-mcp
by rudi193-cmd
Agent-neutral MCP server with persistent memory (SOIL + Postgres KB) and a sandboxed task queue. Manifest-based ACL; works with any stdio MCP client.
zaptrace
by oaslananka
AI-native, verification-first EDA kernel for prompt-to-fab electronics: ERC/DRC, routing, KiCad/Gerber export, MCP server, SDK, proof packs.
pocmap
by zebbern
AI-friendly CVE / PoC / exploit-discovery toolkit - CLI + MCP (19 tools) + Python API
grimoire-of-tools
by SHENG5411
Ultimate AI Spellbook Workflows 2026 – Build Multi-Platform Skills & Automation
diffctx
by nikolay-e
Smart git diff context for LLMs and AI agents — selects the minimal code fragments needed to understand a change, under a token budget. Deterministic, local, MCP server included. Also exports a full codebase to YAML/JSON/MD.
AgenticLedger
Local-first flight recorder for AI agents: every LLM call, tool call, cost, and loop captured by a transparent proxy. Zero code changes.
ellmos-homebase-mcp
by ellmos-ai
Alpha MCP server for local-first LLM orchestration: memory, knowledge, state, routing, swarm planning, API discovery, tests, automation, and plugins.
cairntir
by pnmcguire480
Memory-first reasoning layer for Claude Code. Kills cross-chat AI amnesia. MCP server, verbatim storage, prediction-bound drawers, belief-as-distribution retrieval.