Infrastructure & Ops

Email inbox API built for AI agents. Create, send, receive, search, and manage email programmatically with SDKs for Pyt…

Observability platform purpose-built for AI agents. Track agent sessions, LLM calls, tool use, and costs. Integrates wi…

Anthropic's Model Context Protocol — open standard for connecting AI models to tools, data sources, and services with u…

TypeScript SDK for building stateful AI agents on Cloudflare Durable Objects. Built-in SQL state, WebSocket, task sched…

Tool integration platform for AI agents. 250+ pre-built integrations with GitHub, Slack, Salesforce, and more. Handles…

Open-source LLM observability and analytics. Trace, evaluate, and debug LLM apps with prompt versioning, score tracking…

World's first AI-native database with agents running inside the kernel. Features no-code Agent Factory, unified vector…

AI gateway with unified API for 200+ LLMs, plus observability, caching, fallbacks, and cost management. Drop-in replace…

TypeScript toolkit for building AI applications with React Server Components, streaming, tool calling, and multi-provid…

ByteDance's multimodal AI agent for desktop and browser automation — controls GUIs, browsers, and shell via vision and…

Python framework for building multi-agent platforms — define agents in code, deploy as FastAPI services. 40k GitHub sta…

Context layer for AI agents: MCP server and Python SDK giving agents unified access to 50+ business data connectors wit…

Production agent runtime on AWS with microVM isolation, 8-hour sessions, persistent memory, browser automation, MCP gat…

Microsoft's open-source multi-agent framework. Supports conversational, autonomous, and human-in-the-loop agent pattern…

Official AWS MCP servers (GA May 2026) — 15+ servers for S3, Lambda, DynamoDB, CDK, and Bedrock. Adds sandboxed Python…

Microsoft's unified platform for building, evaluating, and deploying AI agents with access to OpenAI and open-source mo…

Foundational autonomous task-management agent that launched the AI agent movement; uses GPT-4 and a vector store to cre…

Agent networking platform — connect any agent (CrewAI, LangChain, bare Python) to a public catalog via one SDK call. Ca…

Pioneering multi-agent framework for role-playing collaboration, scaling-law research, and MCP server exports with 20+…

Official Cloudflare MCP server suite. Lets AI agents manage Workers, KV storage, D1 databases, R2 buckets, and deploy e…

MCP server that gives coding agents isolated containerised environments in separate git branches, enabling multiple age…

Microsoft's low-code platform for building custom AI copilots and agents with enterprise connectors, knowledge groundin…

React and TypeScript SDK for building in-app AI copilots and agentic UIs. Includes real-time human-in-the-loop controls…

Multi-agent orchestration framework for building teams of AI agents that collaborate, delegate, and solve complex tasks…

Decentralized inference on idle Apple Silicon Macs. OpenAI-compatible API, end-to-end encrypted, hardware-attested priv…

End-to-end monitoring for LLM applications — trace prompts, evaluate responses, track costs, and debug AI pipelines in…

Open-source LLM app and agent development platform. Build, test, and deploy RAG pipelines, chatbots, and multi-agent wo…

Authenticated email gateway for AI agents — receive emails as webhooks or WebSocket, send via HTTP API, and verify send…

Desktop app + Rust relay that aggregates MCP servers behind one endpoint. Add GitHub, Notion, Slack, and custom servers…

Open-source drag-and-drop UI for building LLM flows and AI agents. Deploy as a self-hosted server with REST API for int…

AMD's open-source Python/C++ framework for AI agents running fully locally on AMD NPU/GPU. Includes MCP integration, RA…

Official Google MCP server for 30+ databases — BigQuery, Postgres, AlloyDB, Spanner, MySQL, Redis, Neo4j. YAML-configur…

MCP server giving AI agents full control over 12 Google services — Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms,…

Hosted MCP server letting AI assistants query Honeycomb observability data, analyse telemetry datasets, inspect alerts,…

Framework for building LLM applications with chains, agents, and tool use — plus LangSmith for tracing, evaluation, and…

Visual builder for AI agents and workflows — drag-and-drop graphs compiled to REST endpoints. Every flow becomes an MCP…

Graph-based agent orchestration with stateful multi-actor workflows. Deploy agents as REST APIs via LangGraph Platform.…

Lightweight Python multi-agent framework from CMU and UW-Madison where agents are first-class objects with task delegat…

AI gateway unifying 100+ LLM providers under one OpenAI-compatible API. Cost tracking, guardrails, load balancing. pip…

Open-source enterprise RAG platform for building AI agents. Upload docs, auto-vectorize, and orchestrate multi-step wor…

Multi-agent framework where AI agents role-play as engineers, PMs, and QA to collectively produce software from a singl…

Open-source workflow automation with AI agent capabilities — build complex multi-step automations with 400+ integration…

Open-source OAuth and API integration platform. 300+ pre-built integrations. Handles token refresh, rate limits, and we…

Hosts custom code Workers in a secure sandbox and connects external AI agents like Claude and Codex into Notion workspa…

Run LLMs locally — Llama, Mistral, Gemma, DeepSeek, and 100+ models via CLI and REST API. OpenAI-compatible endpoint at…

Self-hosted AI platform with OpenAI-compatible REST API, MCP support, and a pipelines SDK. Supports Ollama, OpenAI, Ant…

Python framework for building multi-agent systems with handoffs, guardrails, and tool use — the official OpenAI agent o…

Intelligent incident management with AI-powered event correlation, noise reduction, and automated incident response.

Infrastructure as code with AI — generate cloud infrastructure definitions from natural language using Pulumi's multi-l…

Type-safe Python agent framework from the Pydantic team. Built-in MCP client, ships a sandboxed Python execution MCP se…

Open-source RAG engine with deep document parsing (tables, charts, images) and an official MCP server. Deploy via Docke…

Run open-source AI models in the cloud — image generation, language models, video, audio via simple API calls.

Payment SDK letting merchants accept on-chain payments from AI agents. TypeScript and Python SDKs return HTTP 402 until…

Error monitoring with AI-powered issue grouping, root cause analysis, and automated fix suggestions for production appl…

Error monitoring and alerting agent that watches your services and delivers real-time incident summaries.

Official HashiCorp MCP server connecting AI assistants to Terraform Registry APIs for live provider docs, module search…

Real-time voice AI framework connecting LLMs to phone calls — build conversational AI agents over Twilio's voice infras…

Google Cloud's platform for building AI agents with grounding, tool use, and multi-turn conversation — supports A2A pro…

SMS verification API with real SIM-backed numbers for AI agents. Buy numbers, fetch OTPs, check balance via REST or MCP…

High-throughput LLM inference server with OpenAI-compatible API. Serves Llama, Mistral, Qwen, and 30+ model families wi…

Governs, secures, and scales enterprise AI agents across frameworks with zero-trust runtime, OpenTelemetry observabilit…