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universal-tool-calling-protocol
utcp

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

8K 642 43
universal-tool-calling-protocol
utcp-http

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

7K 642 43
golf-mcp
golf-mcp

Framework for building MCP servers

3K 822 67
substratusai
sandboxai-client

Secure sandboxes for AI agents and LLMs.

1K 143 8
universal-tool-calling-protocol
utcp-cli

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

999 642 43
universal-tool-calling-protocol
code-mode

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

958 642 43
andreaslordos
py-splat

detect runtime errors and auto-create PRs

859 0 0
universal-tool-calling-protocol
utcp-mcp

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

794 642 43
vivek-tiwari-vt
agmem

Agentic Memory Version Control System - Git for AI agent memories

732 2 0
universal-tool-calling-protocol
utcp-text

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

667 642 43
open-compress
claw-compactor

14-stage Fusion Pipeline for LLM token compression — 15-82% reduction depending on content, zero LLM inference cost, reversible compression, AST-aware code analysis

657 2K 204
XioAISolutions
crumb-format

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

602 1 0
authed-dev
authed

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

549 822 67
authed-dev
authed-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

545 822 67
CogitatorTech
omni-nli

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

372 3 1
universal-tool-calling-protocol
utcp-websocket

UTCP communication protocol plugin for WebSocket real-time bidirectional communication.

302 642 43
universal-tool-calling-protocol
utcp-gql

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

238 642 43
universal-tool-calling-protocol
utcp-file

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

215 642 43
vibheksoni
iflow-mcp-vibheksoni-stealth-browser-mcp

Ultimate undetectable browser automation MCP server with CDP-level access

168 501 101
universal-tool-calling-protocol
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.

158 642 43
celestialtaha
psql-query-builder

Generate & Run PostgreSQL queries by only providing natural language inputs using AI | langchain compatible

133 0 0
vineethsai
maif

Multimodal Artifact File Format - Production-ready AI-native container with trustworthy AI capabilities

129 6 1
universal-tool-calling-protocol
utcp-socket

UTCP communication protocol plugin for TCP and UDP protocols.

109 642 43
Rishab87
traceloop-local

A lightweight local AI agent execution recorder and replayer.

97 4 0