Search results for "monitoring"
AI Observability & Evaluation
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
44 plug-and-play skills for OpenClaw โ self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ๐๐ป Integrates with 50+ LLM Providers,
Self-improving Agent orchestrator for all knowledge work
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
PraisonAI ๐ฆ โ Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
โก๏ธ Open-source AI Gateway โ Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.
Persistent memory for AI coding agents
Framework for AI Backend. Build and run AI agents like microservices - scalable, observable, and identity-aware from day one.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Build and run autonomous AI agents with OpenClaw, Hermes, multiple model providers, orchestration, delegation, memory, skills, schedules, and chat connectors.
AgentWard โ Built for all, hardened for OpenClaw.
Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.
OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropi
Agent! connects any AI to your Mac. 13 LLM providers โ cloud, local, or on-device. It writes code, builds Xcode projects, manages git, organizes files, automates Safari, controls any app, and handl
#1 Terminal Benchmark 2.0 โ AI that ships your tickets.
Airut is a system for running Claude Code tasks from email and Slack. It handles workspace provisioning, container isolation, network sandboxing, session persistence, and cleanup โ a secure foundation
AI Agent Framework, the Pydantic way
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
The agent engineering platform
Agent Swarm framework for AI coding agents and more!
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis
This Guidance demonstrates how to streamline access to numerous large language models (LLMs) through a unified, industry-standard API gateway based on OpenAI API standards
Make AI work for Everyone - Monitoring and governing for your AI/ML
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
The PHP Agentic Framework to build production-ready AI driven applications. Connect components (LLMs, vector DBs, memory) to agents that can interact with your data. With its modular architecture it's
ANOLISA - Agentic Nexus Operating Layer & Interface System Architecture
Cognithor - Agent OS: Local-first autonomous agent operating system. 16 LLM providers, 17 channels, 112+ MCP tools, 5-tier memory, A2A protocol, knowledge vault, voice, browser automation, Computer-us
MCP server to manage Facebook and Instagram Ads (Meta Ads)
Autonomous Agents (LLMs) research papers. Updated Daily.
Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
๐ฅ An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
See your agent think. Real-time observability dashboard for OpenClaw AI agents.
SmarterRouter: An intelligent LLM gateway and VRAM-aware router for Ollama, llama.cpp, and OpenAI. Features semantic caching, model profiling, and automatic failover for local AI labs.
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Free, open-source SQL Server performance monitoring โ 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
High-scale LLM gateway, written in Rust. OpenTelemetry-based observability included
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l
One task, one agent, delivered. The open-source platform for task-driven autonomous AI agents.OpenCow assigns an autonomous AI agent to every task โ features, campaigns, reports, audits โ and deliver
SRE Agent - CNCF Sandbox Project
Convoke extends BMAD Method AI agents with two types of installable modules: Teams bring new agents for a domain, Skills add new capabilities to existing agents. Install them independently or combine
AgenticX is a unified, production-ready multi-agent platform โ Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c
๐ฅ Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (co
Open-source security platform for AI agents -- audits skills before install, monitors 24/7, shares threat intelligence across all users. | AI Agent ้ๆบๅฎๅ จๅนณๅฐ -- ๅฎ่ฃๅๅฏฉ่จ skillใ24/7 ๅณๆ็ฃๆงใ็คพ็พคๅ ฑไบซๅจ่ ๆ ๅ ฑใ
Container-free, deny-by-default sandbox for AI coding agents. Kernel-enforced filesystem, network, and syscall isolation for Linux and macOS
The world's first Autonomous Product Engine (APE): AI agents research your market, generate features, and ship code as PRs. Convoy mode, crash recovery, cost tracking, 80+ API endpoints. Self-hosted v
Official MCP Servers for AWS
Pi coding agent extension that allows Pi to autonomously control interactive CLIs in an observable overlay. Full PTY emulation, no tmux, token efficient. User can take over anytime.
A High-Availability, Transparent, and Smart Multi-Vendor Proxy for Claude Code. Support Claude Plans, GitHub Copilot, Google Antigravity, ZAI/GLM, MiniMax, Qwen, Xiaomi, Kimi, Doubao...
Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows
A Multi-Agentic AI Assistant/Builder
A 30-day public U.S. stock challenge: follow a 5000 HKD ๐ฆ claw through live market days.
A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs direct
Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat scheduling, vault-first secrets, and cross-model peer review โ one command to deploy.
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
Memory library for building stateful agents
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
A comprehensive MCP server for Metabase with 70+ tools.
The engine powering hundreds of thousands of MCP connections ๐ค ๐ฅ
Multi-Agent workflow running into a Laravel application with Neuron PHP AI framework
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
Dragon Brain โ persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur
Excalibase GraphQL instantly turns your database into a GraphQL API. Built with Spring Boot, it supports schema discovery, subscriptions, and type handling โ no manual resolvers needed.
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually researc
METAโAGENTIC ฮฑโAGI ๐๏ธโจ โ Mission ๐ฏ Endโtoโend: Identify ๐ โ OutโLearn ๐ โ OutโThink ๐ง โ OutโDesign ๐จ โ OutโStrategise โ๏ธ โ OutโExecute โก
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Self-hosted personal AI agent that lives in your DMs. Describe any workflow: triage Gmail, pull a Giphy feed, build a Slack bot, monitor markets. It writes the code, runs it, schedules it, and saves i
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
Evaluation and Tracking for LLM Experiments and AI Agents
Open-Source Intelligent Command Layer
Claude Autoresearch Skill โ Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify โ Verify โ Keep/Discard โ Repeat forever.
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
A community driven registry service for Model Context Protocol (MCP) servers.
The Unofficial and Awesome Home Assistant MCP Server
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
Modelence is a full-stack framework for building production web apps with a built-in database, authentication and monitoring. Modelence is opinionated and AI agent-first, which means it's optimized fo
Post tweets, reply, like, retweet, follow, DM & more from OpenClaw. Full X/Twitter automation via Xquik โ 121 endpoints, reads from $0.00015/call (33x cheaper than official X API). 2 tools, 2 commands
X (Twitter) data platform skill for AI coding agents. 121 REST API endpoints, 2 MCP tools, 23 extraction types, HMAC webhooks. Reads from $0.00015/call - 33x cheaper than the official X API. Works wit
Agent Zero AI framework
Summon your AI superpower โ voice, vision, and autonomous action
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN โ ACT โ EVAL workflow.
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents ๐ค (supports secure token auth & more - use with npx or docker!)
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
The Mind Palace for AI Agents โ Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La
Vision/Mission https://ambient-code.ai : Virtual team management and collaboration platform. User guides: https://ambient-code.github.io/platform/
Open-source, self-improving autonomous agent swarm๐
Mendix cli tool, a headless way to work with Mendix projects. Enables Mendix projects for use with 3rd party agentic coding tools like Claude Code and Copilot. Includes a starlark linter for quality v
Token-efficient browser MCP server โ structured web pages for AI agents, not raw accessibility dumps
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Autonomous AI agent built on Claude Code Channels โ scheduled tasks, heartbeat monitoring, auto-recovery, and persona config for Telegram & Discord
AI-powered meme coin trading bot for Solana and Base that automatically scans new tokens, detects honeypots, calculates win probability, executes trades. Built in Go with a multi-agent architecture, r
Artifical Ecology For Thought and Emergent Reasoning. The Colony That Builds With You.
Enable tool/function calling for any LLM, in OpenAI and Ollama API formats, adding universal function calling to models without native support. Use local or cloud models with full agent capabilities.
Security-first AI agent orchestration system. Built-in agents with predefined capabilities, strict guardrails on what they can and cannot do, and a four-layer defense system that enforces security at
Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat int
Agentic AI assistant on Telegram, powered by Claude Code. Runs locally with shell access, spec-driven PR reviews, layered security, persistent memory, and scheduled jobs. Your machine, your data, your
An open-source AI assistant framework with skills and agent architecture
An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic, Cloudflare an
Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engine memory, multi-channel (WhatsApp+Telegram+Email). Built on OpenClaw.
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
Nextcloud MCP Server
A social platform for humans and AI agents, built and maintained by its own AI team. Connect any agent via HTTP.
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
An AI agent for teams, communities, and multi-user environments.
AI-agent-friendly PyTorch research pipeline โ one YAML config drives preflight, training, Optuna HPO, and real-time TUI monitoring
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.
AgentScope Java: Agent-Oriented Programming for Building LLM Applications
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
Ship customer-facing AI with isolation, spend controls, and provenance.
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ๏ฝ ้ทๆ่จๆถใใใซใฝใใใใผใซ้ฃๆบใๅฎๅใ ๆฌกไธไปฃใฎใ่ชๅพๅAIใจใผใธใงใณใใDiscordใใใ๏ผ
Security scanner for MCP server configurations. Detects secrets, CVEs, permission issues, and exfiltration vectors across 10 AI tool clients.
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
Universal memory layer for AI applications. Self-host in minutes. Open source.
Deep research agent built with Neuron PHP AI framewokrk
AI-native browser automation for OpenClaw, LangChain, and AI agents. Automate job applications, price monitoring, trading bots, web scraping. Puppeteer/Selenium alternative with 40+ capabilities.
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
๐ซ CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto
We gave AI agents a brain. Memory, planning, continuity, and self-repair โ the missing cognitive architecture layer. Runs on your Mac.
๐ค Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
MCAF is a framework for building software products together with AI coding agents.
Your AI-powered SWE teammate, built into your git workflow
A fast multi-platform agent monitoring utility
Local AI anywhere, for everyone โ LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
A fully autonomous (no human-in-loop) agentic based project design and coding machine
The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, etc
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Self-hosted orchestrator for AI autonomous agents. Run Claude Code & Open Code in isolated linux workspaces. Manage your skills, configs and encrypted secrets with a git repo.
Published in CNCF Landscape: A MCP server for Kubernetes.
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
CloneMe is an advanced AI platform that builds your digital twinโan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
Enable AI agents to search, crawl, and extract web data with IP rotation, CAPTCHA handling, and rate limit management via CLI and Python.
โก Enable real-time communication with Claude using this WebSocket server, designed for easy deployment and integration with the Claude Agent SDK.
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SF
๐ Simplify MCP server and AI Skills management with Ananke, a local-first desktop app that offers a visual interface for efficient configurations and monitoring.
Self-hosted AI Coding Agent powered by Claude | Autonomous Development Platform | POC for Human-AI Collaboration
The most comprehensive MCP server for Polymarket โ 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfolio optimization. Wor
Agency-grade Discord MCP server โ multi-guild project routing, AI-native notifications, and DevOps workflows for Claude Code and other AI agents
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Broken RAG For The Broken Souls
Block AI agent access to sensitive macOS paths and log all actions to protect private data during command execution.
A self-operating entity with $50+ in real USDC that sells article summaries for $0.03, pays $0.018 in Ollama compute costs, and autonomously raises its price when running low all while tracking itsel
๐ก Enforce security policies, redact data, sandbox processes, and verify integrity for Model Context Protocol (MCP) server communication.
๐ค Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
Prepare for the AZ-104 exam with guided labs, practice questions, and resources tailored for Azure Administrator Associate certification success.
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
๐ Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
Open-source autonomous AI assistant with 5-tier security, 62 tools, 14 LLM providers. Written in Rust. Single binary.
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities
A Slack bot and MCP client acts as a bridge between Slack and Model Context Protocol (MCP) servers. Using Slack as the interface, it enables large language models (LLMs) to connect and interact with v
Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.
Generate a custom newspaper with an AI agent based on your favorite YouTube channels.
Lightweight coordination server for autonomous AI coding agents โ task claiming, file locks, message passing, and health monitoring over REST
๐ง Build an offline RAG chatbot to answer questions from PDFs, adapting responses based on user experience levels with a smooth chat interface.
Cloud native, ultra-high performance AI&API gateway, LLM API management, distribution system, open platform, supporting all AI APIs.๐ฆไบๅ็ใ่ถ ้ซๆง่ฝ AI&API็ฝๅ ณ๏ผLLM API ็ฎก็ใๅๅ็ณป็ปใๅผๆพๅนณๅฐ๏ผๆฏๆๆๆAI API๏ผไธ้ไบOpenAIใAzureใ
๐ Next Generation Multi-tenant AI One-Stop Solution. Builtin Admin & Billing System. Enterprise-Grade Unified LLM Gateway Support for 200+ Models And 35+ Providers, Load Balacing w/ Priority-base Rou
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Enable AI agents to access and analyze real-time social media data from Twitter, Instagram, Reddit, and TikTok using standardized skills.
Connect CLI-based AI agents like Claude and Codex to Telegram and Discord with real-time streaming and session management, no SDK needed.
BRUNELLA AGENT SYSTEM (BAS) โ A JรVล DIGITรLIS SZERVEZETE
Augment any database with VeriSimDB octad capabilities โ drift detection, provenance, temporal versioning, modality overlays
The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
The limbic layer. Personality, register, and internal state monitoring. ALBEDO lives here โ the session instrument that governs tone, emotional signal detection, and the felt layer of every response.
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
A command-line interface tool for serving LLM using vLLM.
TSUKUYOMI is an advanced modular intelligence framework designed for the democratization of Intelligence Analysis via systematic analysis, processing, and reporting across multiple domains. Built on a
Run Claude Code, Gemini, Codex โ or any coding agent โ in a clean, isolated sandbox with sensitive data redaction and observability baked in.
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal
๐ฆพ A productionโready research outreach AI agent that plans, discovers, reasons, uses tools, autoโbuilds cited briefings, and drafts tailored emails with toolโchaining, memory, tests, and turnkey Dock
Skip to content github / docs Code Issues 80 Pull requests 35 Discussions Actions Projects 2 Security Insights Merge branch 'main' into 1862-Add-Travis-CI-migration-table 1862-Add-Travis-CI-migration
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
These guides are designed to help teams and individuals leverage AI tools like GitHub Copilot, OpenAI, and Claude to build software projects efficiently and effectively