Ai Agent Tools Python Packages

utcp

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

utcp-http

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

autonomath-mcp

Japan public-program MCP server — 11,684 subsidies + 9,484 e-Gov laws + 22,258 enforcement + 13,801 invoice registrants + 166K corporate. 93 tools, ¥3/req, 3 free/day.

agentsloop-cli

Autonomous CLI orchestrator for software engineering agent loops with CTO, Developer, and Validation roles.

golf-mcp

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

utcp-cli

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

code-mode

Code execution mode for UTCP - enables executing Python code chains with tool access.

sandboxai-client

Secure sandboxes for AI agents and LLMs.

agmem

Agentic Memory Version Control System - Git for AI agent memories

claw-compactor

14-stage Fusion Pipeline for LLM token compression — reversible compression, AST-aware code analysis, intelligent content routing. Zero LLM inference cost. MIT licensed.

utcp-mcp

UTCP communication protocol plugin for interoperability with the Model Context Protocol (MCP).

authed

Agent authentication SDK for secure service-to-service communication

authed-mcp

Authed authentication integration for Model Context Protocol (MCP)

utcp-text

UTCP communication protocol plugin for direct text content (browser-compatible).

utcp-in-mem-embeddings

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

omni-nli

A multi-interface (REST and MCP) server for natural language inference

py-splat

Automatic GitHub issue creation + PR fix on runtime errors

timeseries-sparklines

Lightweight server-side SVG rendering harness for Agentic workflows, SSR applications, dashboards, and APIs — generating sparklines, bar charts, and slicable time-series charts.

utcp-websocket

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

utcp-file

UTCP communication protocol plugin for reading local files.

crumb-format

CRUMB is the copy-paste AI handoff format. Switch AIs without losing the plot.

iflow-mcp-vibheksoni-stealth-browser-mcp

The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.

maif

Cryptographically-secure, auditable file format for AI agent memory with provenance tracking

utcp-gql

UTCP communication protocol plugin for GraphQL.