Alternatives to Prefactor
Compare Prefactor alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Prefactor in 2026. Compare features, ratings, user reviews, pricing, and more from Prefactor competitors and alternatives in order to make an informed decision for your business.
-
1
OpenMail
OpenMail
OpenMail gives AI agents a dedicated email address. Provision an inbox with one CLI command or API call, each agent gets its own address, not a shared inbox or forwarding alias. Inbound email arrives instantly via webhook or WebSocket, parsed and threaded, with no polling required. Replies land in context so agents can respond without any new interface on the human side. Attachments: PDFs, CSVs, images, spreadsheets, Word documents are automatically converted to LLM-ready text; the agent never touches raw MIME. The API is small by design: one call to provision, standard calls to send, webhooks or WebSocket to receive. Integrates with LangChain, n8n, Make, Vercel AI SDK, and OpenClaw. Custom domains supported. Runs in the EU, GDPR-covered, 99.9% uptime SLA, SOC 2 in progress.Starting Price: 9 EUR -
2
Netra
Netra
AI agents fail silently in production. Wrong answers, broken loops, cost spikes, behavior drift after a prompt change, and no stack trace to explain why. Netra gives engineering teams full visibility into every agent decision. Trace every LLM call, evaluate quality automatically, simulate edge cases before launch, and manage prompts with complete version history. Built on OpenTelemetry so setup takes minutes, not days. SOC2 Type II certified. GDPR and HIPAA compliant. US and EU data residency. Integrates with: LangChain, LangGraph, CrewAI, LlamaIndex, OpenAI, Anthropic, Gemini, AWS Bedrock, and 30+ more.Starting Price: $39/month -
3
Traccia
Algen AI
Traccia is an OpenTelemetry-native observability, governance, and policy enforcement platform for production AI agents. It gives engineering teams complete visibility into every LLM call, tool invocation, decision, token, and dollar spent across frameworks like LangChain, CrewAI, OpenAI Agents SDK, AutoGen, and LlamaIndex. Beyond tracing, Traccia helps organizations govern AI systems with runtime policies that can detect and block unsafe behavior, runaway costs, restricted model usage, and PII exposure before incidents reach production. Accurate cost attribution, agent health monitoring, a unified agent registry, and EU AI Act evidence generation make it suitable for enterprise deployments. With a lightweight open-source SDK and managed platform, Traccia enables teams to build, debug, monitor, and govern AI agents at scale without vendor lock-in, using standard OpenTelemetry instrumentation.Starting Price: $99/month -
4
LangChain
LangChain
LangChain is a powerful, composable framework designed for building, running, and managing applications powered by large language models (LLMs). It offers an array of tools for creating context-aware, reasoning applications, allowing businesses to leverage their own data and APIs to enhance functionality. LangChain’s suite includes LangGraph for orchestrating agent-driven workflows, and LangSmith for agent observability and performance management. Whether you're building prototypes or scaling full applications, LangChain offers the flexibility and tools needed to optimize the LLM lifecycle, with seamless integrations and fault-tolerant scalability. -
5
Future AGI
Future AGI
Future AGI is an open-source, end-to-end AI agent engineering platform that covers the full lifecycle: simulate, evaluate, optimize, monitor, protect, gateway, and guardrail - all from one place. It helps teams ship self-improving AI agents by collapsing fragmented tooling into one platform and one feedback loop: simulate edge cases before launch, evaluate what happens in production, protect users in real time, and turn every trace into signal for the next version. Key capabilities include 70+ built-in evaluation templates covering quality, safety, factuality, RAG retrieval, bias, audio, and image evaluation, OpenTelemetry-native tracing, agent optimization, and real-time guardrails (PII detection, prompt injection blocking). SDKs are available in Python, TypeScript, Java, and C#, with integrations for OpenAI, LangChain, LlamaIndex, and 30+ frameworks. Apache 2.0 licensed, self-hostable or cloud-managed. -
6
Handit
Handit
Handit.ai is an open source engine that continuously auto-improves your AI agents by monitoring every model, prompt, and decision in production, tagging failures in real time, and generating optimized prompts and datasets. It evaluates output quality using custom metrics, business KPIs, and LLM-as-judge grading, then automatically AB-tests each fix and presents versioned pull-request-style diffs for you to approve. With one-click deployment, instant rollback, and dashboards tying every merge to business impact, such as saved costs or user gains, Handit removes manual tuning and ensures continuous improvement on autopilot. Plugging into any environment, it delivers real-time monitoring, automatic evaluation, self-optimization through AB testing, and proof-of-effectiveness reporting. Teams have seen accuracy increases exceeding 60 %, relevance boosts over 35 %, and thousands of evaluations within days of integration.Starting Price: Free -
7
JetStream Security
JetStream
JetStream Security is a security-first AI governance platform designed to give enterprises full visibility, control, and accountability over their AI systems by turning them from opaque, fragmented tools into managed, traceable infrastructure. It acts as a centralized control plane that connects identity, runtime governance, observability, and financial oversight into a single system, allowing organizations to “see every AI action, tie actions to accountable owners, [and] keep workflows inside approved boundaries” while enforcing policy at runtime. It introduces agentic identity, binding human, agentic, and non-human identities to specific actions and access permissions, ensuring every invocation, tool call, or workflow can be traced and governed through least-privilege access principles. Through continuous runtime governance, JetStream compares live AI behavior against approved blueprints, using immutable logging and real-time observability to detect drift. -
8
Atla
Atla
Atla is the agent observability and evaluation platform that dives deeper to help you find and fix AI agent failures. It provides real‑time visibility into every thought, tool call, and interaction so you can trace each agent run, understand step‑level errors, and identify root causes of failures. Atla automatically surfaces recurring issues across thousands of traces, stops you from manually combing through logs, and delivers specific, actionable suggestions for improvement based on detected error patterns. You can experiment with models and prompts side by side to compare performance, implement recommended fixes, and measure how changes affect completion rates. Individual traces are summarized into clean, readable narratives for granular inspection, while aggregated patterns give you clarity on systemic problems rather than isolated bugs. Designed to integrate with tools you already use, OpenAI, LangChain, Autogen AI, Pydantic AI, and more. -
9
MemClaw
Caura AI
MemClaw is a persistent-memory service for LLM-based agents and a governed shared memory layer for agent fleets. It is designed to help AI agents learn from each other by turning isolated agent context into a Company Brain with memory, governance, provenance, contradiction detection, and visibility scopes built in from day one. MemClaw separates an organization’s agent force, including tenants, fleets, nodes, and agents, from the governed memory plane through MCP Server, REST API, OpenClaw plugin, MemClaw Core, and persistent storage. Agents can write to and recall from the Company Brain through MCP-compatible tools, direct HTTPS calls, or OpenClaw integration, while MemClaw Core runs enrichment such as entity extraction, contradiction detection, PII scanning, and lifecycle transitions before anything is stored. Every memory can be stamped with a visibility scope, auto-classified into types such as fact, episode, decision, preference, rule, plan, commitment, action, and outcome.Starting Price: $49 per month -
10
Literal AI
Literal AI
Literal AI is a collaborative platform designed to assist engineering and product teams in developing production-grade Large Language Model (LLM) applications. It offers a suite of tools for observability, evaluation, and analytics, enabling efficient tracking, optimization, and integration of prompt versions. Key features include multimodal logging, encompassing vision, audio, and video, prompt management with versioning and AB testing capabilities, and a prompt playground for testing multiple LLM providers and configurations. Literal AI integrates seamlessly with various LLM providers and AI frameworks, such as OpenAI, LangChain, and LlamaIndex, and provides SDKs in Python and TypeScript for easy instrumentation of code. The platform also supports the creation of experiments against datasets, facilitating continuous improvement and preventing regressions in LLM applications. -
11
Ampere.sh
Ampere.sh
Ampere.sh is a managed hosting platform for OpenClaw AI agents that lets users deploy and run autonomous AI assistants in under a minute with no server, Docker, or infrastructure setup, bringing the full power of OpenClaw without technical overhead. Users create an account, configure a persona, and connect channels like Telegram or WhatsApp, so their AI assistant runs 24/7 without maintenance, handling tasks and interactions continuously. It abstracts away DevOps by hosting and managing your OpenClaw agent, enabling immediate deployment and operation while letting you use your own API keys if desired and retain control of your data with easy export options. Ampere.sh supports integration with messaging platforms so agents can communicate and perform actions in real time, and it simplifies workflows by removing setup friction so anyone who can sign up for an app can get an AI assistant live in minutes.Starting Price: Free -
12
Preloop
Preloop
Preloop is the open source AI agent control plane for agents that take real actions. It combines an MCP firewall for tool access, an AI model gateway for cost, safety, and attribution, policy-as-code with human approvals, runtime session observability, and audit trails in a single self-hostable platform. AI agents can deploy code, change infrastructure, move money, touch production data, and burn model spend in seconds, so Preloop helps teams control what agents can do, how much they spend, and which actions require human approval. It works with OpenClaw, Hermes, Claude Code, Codex CLI, Cursor, Gemini CLI, Windsurf, Cline, OpenCode, and any MCP-compatible agent or managed runtime. Access rules can inspect arguments and context, not just tool names, with CEL expressions for fine-grained conditions. Teams can start with observability, then layer in approvals and deny rules without SDKs or invasive app changes.Starting Price: $290 per month -
13
Latitude
Latitude
Latitude is an open-source prompt engineering platform designed to help product teams build, evaluate, and deploy AI models efficiently. It allows users to import and manage prompts at scale, refine them with real or synthetic data, and track the performance of AI models using LLM-as-judge or human-in-the-loop evaluations. With powerful tools for dataset management and automatic logging, Latitude simplifies the process of fine-tuning models and improving AI performance, making it an essential platform for businesses focused on deploying high-quality AI applications.Starting Price: $0 -
14
Agenta
Agenta
Agenta is an open-source LLMOps platform designed to help teams build reliable AI applications with integrated prompt management, evaluation workflows, and system observability. It centralizes all prompts, experiments, traces, and evaluations into one structured hub, eliminating scattered workflows across Slack, spreadsheets, and emails. With Agenta, teams can iterate on prompts collaboratively, compare models side-by-side, and maintain full version history for every change. Its evaluation tools replace guesswork with automated testing, LLM-as-a-judge, human annotation, and intermediate-step analysis. Observability features allow developers to trace failures, annotate logs, convert traces into tests, and monitor performance regressions in real time. Agenta helps AI teams transition from siloed experimentation to a unified, efficient LLMOps workflow for shipping more reliable agents and AI products.Starting Price: Free -
15
ClawSimple
Localfirst LLC
ClawSimple is a managed hosting service for OpenClaw, the open‑source personal AI agent. It lets you launch a dedicated OpenClaw bot in minutes without touching the terminal. ClawSimple automatically provisions a clean cloud server, runs the official installer, and keeps your agent online with 24/7 monitoring and an autonomous “Repair Agent” you can control via Telegram. You can start with built‑in AI credits or bring your own API keys for full model and cost control. Multiple agents can run on a single server, each with its own Telegram bot, identity, and model. ClawSimple focuses on secure, single‑tenant deployments, clear pricing, and a smooth setup flow so developers and non‑technical users can get a reliable OpenClaw bot running quickly and scale when needed.Starting Price: $4.92/month (billed yearly) -
16
DeepEval
Confident AI
DeepEval is a simple-to-use, open source LLM evaluation framework, for evaluating and testing large-language model systems. It is similar to Pytest but specialized for unit testing LLM outputs. DeepEval incorporates the latest research to evaluate LLM outputs based on metrics such as G-Eval, hallucination, answer relevancy, RAGAS, etc., which uses LLMs and various other NLP models that run locally on your machine for evaluation. Whether your application is implemented via RAG or fine-tuning, LangChain, or LlamaIndex, DeepEval has you covered. With it, you can easily determine the optimal hyperparameters to improve your RAG pipeline, prevent prompt drifting, or even transition from OpenAI to hosting your own Llama2 with confidence. The framework supports synthetic dataset generation with advanced evolution techniques and integrates seamlessly with popular frameworks, allowing for efficient benchmarking and optimization of LLM systems.Starting Price: Free -
17
PrimeClaws
PrimeClaws.com
PrimeClaws is a managed hosting platform for OpenClaw autonomous AI agents that lets users deploy and run their OpenClaw instances in the cloud with minimal setup and no DevOps knowledge; it focuses on providing a simple, one-click deployment process so an AI assistant built on OpenClaw can run 24/7 without requiring your laptop or local server to stay on. With support for major LLMs (like Claude, GPT, and Gemini) and persistent memory across sessions, agents can continue working and remembering context over time, and it integrates with messaging channels such as WhatsApp, Telegram, Slack, and others, so your AI assistant can be accessed and interacted with through familiar communication apps. Hosting through ClawHost abstracts infrastructure management, offering global cloud operations with persistent uptime, root access on self-hosted VPS environments, and full control over your agent’s environment, while automatically keeping the AI instance running.Starting Price: $9.99/month -
18
LayerLens
LayerLens
LayerLens is an independent AI model evaluation platform for understanding how models perform through verified results across benchmarks, prompt-level results, agentic benchmarks, and audit-ready comparisons across vendors. It helps teams compare more than 200 AI models side by side, with transparent benchmarks, model comparison tools, and consistent evaluation methods for accuracy, latency, behavior, and real-world applicability. LayerLens is built for deep model analysis through Spaces, where teams can group benchmarks and evaluations, explore task strengths, and track performance patterns in context. It supports continuous evaluation by running ongoing evals across model versions, prompt changes, judge updates, and live traces, helping teams detect quality regressions, drift, silent failures, contamination, and policy issues before they affect production. -
19
ClawStack
ClawStack
ClawStack is a platform designed to simplify the deployment and management of OpenClaw AI agents. It eliminates the technical complexity of traditional installations by allowing users to launch an AI agent with a single click. Instead of manually configuring servers, SSH keys, and dependencies, ClawStack provides a fully pre-configured environment ready for immediate use. The platform includes access to more than 100 language models and removes the need for users to manage API keys. Once deployed, the OpenClaw agent can connect to messaging platforms such as Telegram and WhatsApp to automate tasks and communication workflows. Users can assign the agent various responsibilities, including summarizing emails, scheduling meetings, managing reminders, and analyzing documents. With simple pricing plans and quick setup, ClawStack enables individuals and teams to deploy a fully functional AI assistant in minutes. -
20
SimpleClaw
SimpleClaw
SimpleClaw lets anyone deploy a fully configured OpenClaw AI agent in under one minute without manual infrastructure setup, server configuration, SSH keys, or code, simplifying what is normally a complex installation process into a one-click deployment that gets your autonomous assistant live quickly. You choose an AI model (such as Claude Opus 4.5, GPT-5.2, or Gemini 3 Flash), connect a messaging channel like Telegram, and SimpleClaw handles the hosting environment, pre-configured OpenClaw runtime, and backend so your assistant runs 24/7. Once deployed, your OpenClaw instance can automate real-world digital tasks by reading and summarizing emails and long documents, drafting replies and follow-ups, translating messages in real time, organizing inboxes, answering support tickets, scheduling meetings from chat, notifying you of deadlines, planning your week, tracking expenses, comparing prices, managing subscriptions, and more. -
21
AgentHub
AgentHub
AgentHub is a staging environment to simulate, trace, and evaluate AI agents in a private, sandboxed space that lets you ship with confidence, speed, and precision. With easy setup, you can onboard agents in minutes; a robust evaluation infrastructure provides multi-step trace logging, LLM graders, and fully customizable evaluations. Realistic user simulation employs configurable personas to model diverse behaviors and stress scenarios, and dataset enhancement synthetically expands test sets for comprehensive coverage. Prompt experimentation enables dynamic multi-prompt testing at scale, while side-by-side trace analysis lets you compare decisions, tool invocations, and outcomes across runs. A built-in AI Copilot analyzes traces, interprets results, and answers questions grounded in your own code and data, turning agent runs into clear, actionable insights. Combined human-in-the-loop and automated feedback options, along with white-glove onboarding and best-practice guidance. -
22
Strands Agents
Strands Agents
Strands Agents is an open-source framework designed to help developers build controllable and flexible AI agents using Python and TypeScript. It enables users to create agents by defining tools as simple functions, eliminating the need for complex workflows or orchestration pipelines. The SDK works with any model and cloud provider, giving developers full freedom in how they deploy and scale their agents. It introduces a streamlined agent loop where the model handles reasoning while developers maintain control through code. Features like steering hooks allow developers to validate and guide agent behavior before and after actions are taken. The platform also includes built-in capabilities such as memory management, observability, and evaluation tools. Overall, Strands Agents SDK simplifies agent development while improving reliability, control, and performance.Starting Price: Free -
23
EasyClaw
EasyClaw
EasyClaw is a desktop application that simplifies installing and running the OpenClaw autonomous AI agent stack locally without requiring DevOps, Python, Docker, or configuration work, offering a one-click setup and a graphical dashboard that gets your agent operating across popular messaging platforms rapidly. Once installed, EasyClaw manages the OpenClaw runtime and connects your AI agent (such as ClawdBot and MoltBot) to chat apps like WhatsApp, Telegram, Signal, and iMessage so you can interact with your assistant via natural language through familiar channels. It runs natively on your computer with all execution happening locally to preserve privacy and data security, letting the agent automate tasks ranging from inbox orchestration and document summarization to reminders, real-time translation, price comparisons, and other custom workflows without cloud dependencies. -
24
Maxim
Maxim
Maxim is an agent simulation, evaluation, and observability platform that empowers modern AI teams to deploy agents with quality, reliability, and speed. Maxim's end-to-end evaluation and data management stack covers every stage of the AI lifecycle, from prompt engineering to pre & post release testing and observability, data-set creation & management, and fine-tuning. Use Maxim to simulate and test your multi-turn workflows on a wide variety of scenarios and across different user personas before taking your application to production. Features: Agent Simulation Agent Evaluation Prompt Playground Logging/Tracing Workflows Custom Evaluators- AI, Programmatic and Statistical Dataset Curation Human-in-the-loop Use Case: Simulate and test AI agents Evals for agentic workflows: pre and post-release Tracing and debugging multi-agent workflows Real-time alerts on performance and quality Creating robust datasets for evals and fine-tuning Human-in-the-loop workflowsStarting Price: $29/seat/month -
25
StartClaw
StartClaw
StartClaw is a managed cloud platform that enables users to deploy, run, and scale OpenClaw AI agents instantly without needing to handle servers, Docker configurations, or DevOps processes, simplifying what is typically a complex infrastructure setup into a fast, accessible workflow. It allows users to create AI agents in seconds by selecting a model provider, connecting communication channels, and launching the agent directly into a live environment where it operates continuously. These agents function as autonomous “AI employees” capable of browsing the web, performing research, sending messages, automating workflows, and handling data-related tasks without manual intervention. StartClaw provides a fully managed environment where each agent runs on isolated cloud infrastructure with automatic updates, health checks, and recovery systems to ensure consistent uptime and reliability.Starting Price: $300 per month -
26
Respan
Respan
Respan is a self-driving observability and evaluation platform built specifically for AI agents. It enables teams to trace full execution flows, including messages, tool calls, routing decisions, memory usage, and outcomes. The platform connects observability, evaluations, and optimization into a continuous improvement loop. Metric-first evaluations allow teams to define performance standards such as accuracy, cost, reliability, and safety. Respan also includes capability and regression testing to protect stable behaviors while improving new ones. An AI-powered evaluation agent analyzes failures, identifies root causes, and recommends next steps automatically. With compliance certifications including ISO 27001, SOC 2, GDPR, and HIPAA, Respan supports secure, large-scale AI deployments across industries.Starting Price: $0/month -
27
Rapid Claw
Rapid Claw
Rapid Claw is a managed cloud hosting platform for OpenClaw that enables users to deploy and run a fully autonomous AI agent in minutes without handling infrastructure, configuration, or DevOps tasks. It provides a dedicated, private OpenClaw instance that operates continuously in the cloud, allowing the agent to perform real work such as managing emails, automating workflows, reviewing code, processing data, and interacting with applications without human intervention. It removes the complexity of self-hosting, which typically requires server provisioning, dependency installation, environment configuration, and ongoing maintenance, by automating setup, updates, security, and backups. Users can launch an AI assistant with no coding, no API keys, and no terminal commands, then immediately begin interacting with it through a simple interface.Starting Price: $29 per month -
28
LiveKit
LiveKit
LiveKit is a real-time platform that enables developers to build video, voice, and data capabilities into their applications. Building on WebRTC, it supports a broad range of frontend and backend platforms. LiveKit's network is optimized for ultra-low latency, extreme resiliency, and massive scale. Our team is distributed across the world, and our infrastructure delivers billions of minutes of audio and video every month. LiveKit provides SDK support across all major platforms, allowing you to code your application with a LiveKit client natively designed for your platform of choice. You can self-host LiveKit for free without changing a line of code, as the entire ecosystem of tools and services is Apache 2.0 open source. LiveKit offers a feature-rich platform, including SSO and RBAC for teams, enterprise-grade security with end-to-end encryption, noise and echo cancellation, session recording, stream ingestion, and moderation tools.Starting Price: $50 per month -
29
Observe.AI
Observe.AI
Observe.AI powers end-to-end quality management with the most accurate speech analytics for Contact Centers. With its Voice AI Platform, support teams analyze 100% of voice calls for quality and compliance, automate agent evaluations, and improve coaching. Analyze Calls for 100% compliance and call quality monitoring, so you'll never miss an opportunity or risk. Evaluate Agents with automated agent evaluations, and build trust with accurate data while fixing broken processes. Coach Teams with targeted coaching, know what training programs drive change, and replicate what top supervisors and trainers do best. Observe.AI uses the industry’s most accurate conversation intelligence engine to analyze customer interactions across every channel, giving you visibility into what's happening in your business. We incorporate these insights into evaluation and coaching workflows to improve agent and seller performance at scale—in one seamless platform. -
30
Flint AI
SandboxAQ
Flint AI is a local-first, framework-agnostic AgentOps CLI that helps developers determine whether an AI agent is reliable before it reaches production. One command, flintai scan, analyzes Python source code for security vulnerabilities, misconfigurations, risky tool access, missing guardrails, and quality issues, then uses AI reasoning to triage likely false positives. A second command, flintai eval, sends functional and adversarial prompts to a running agent and scores its responses across more than 35 built-in evaluations, including factual accuracy, instruction adherence, prompt injection resistance, jailbreak resilience, and other runtime behaviors. Each agent receives a reliability score, with findings mapped to OWASP Agentic Security Initiative risks ASI01 through ASI10 and severity scored using CVSS v4.0. Flint AI works with agent frameworks and SDKs including Claude Agents SDK, LangChain, CrewAI, Anthropic SDK, OpenAI SDK, MCP servers, and AutoGen.Starting Price: Free -
31
PostClaw
PostClaw
PostClaw gives you the power of OpenClaw — the open-source AI agent framework with 140K+ GitHub stars — without the server setup. It deploys a private OpenClaw instance on Telegram, pre-configured for social media. Send one message, and it writes content adapted to 13 platforms: professional for LinkedIn, punchy for X, conversational for Threads, visual for Instagram. Beyond publishing, it schedules posts, plans your content calendar, generates images, researches trending topics, and learns your brand voice over time. Every user gets their own isolated server — no shared infrastructure, no data leaks. $37/mo. Setup in under 2 minutes. Built for indie hackers, solopreneurs, and small teams who'd rather build than manage social media.Starting Price: $37/month -
32
AutoClaw
Z.ai
AutoClaw by AutoGLM brings Agent execution power into an IM entry point, letting users activate an AI agent avatar with one click, call professional tools autonomously, and complete complex tasks automatically inside a Feishu conversation box. It looks like chat, but it is actually an Agent execution channel: the user starts a goal in a single dialog box, AutoClaw breaks it down, executes the steps, and sends the result and context back into Feishu. The task entrance is just one conversation, not a configuration page, and not another separate task system. Once the task is launched, the agent avatar continues pushing the work forward, while local tools perform real actions and the steps and status unfold along the same track. Feishu then receives not only the final conclusion, but also the context, progress, and the next handoff point. AutoClaw supports one-click OpenClaw setup, Windows and macOS downloads, IM integration, hot-swappable models, and more than 50 skills.Starting Price: Free -
33
Agency
Agency
Agency helps enterprises build, evaluate, and monitor AI agents. From the team at AgentOps.ai. Agen.cy (Agency AI) develops cutting edge AI agents using CrewAI, AutoGen, CamelAI, LLamaIndex, Langchain, Cohere, MultiOn + many more. -
34
EarlyCore
EarlyCore
EarlyCore is a security platform built for AI agents. It automates pre-production attack testing, real-time monitoring, and compliance reporting across the full agent lifecycle. Scans agents against thousands of attack scenarios covering prompt injection, jailbreaking, data exfiltration, tool misuse, and supply chain threats. In production, tracks every agent action, establishes behavioral baselines, and flags anomalies in real time. Alerts push to Slack, email, or webhooks. Compliance docs generate automatically, mapped to ISO 42001, NIST AI RMF, EU AI Act, SOC 2, and GDPR. Always audit-ready. Deploys in 15 minutes with zero code changes. Integrates with AWS Bedrock, Gemini Enterprise Agent Platform, LangChain, and more. Multi-tenant support for agencies and MSSPs. Built for security teams, agencies, and MSSPs securing AI agents at scale.Starting Price: $100/month -
35
SocialClaw
SocialClaw
SocialClaw is a social media publishing tool built for AI agents. Connect your accounts and automate scheduling, posting to X, TikTok, Facebook, Linkedin, Instagram, Snapchat, Discord, Telegram, Pinterest, Reddit, WordPress & more. SocialClaw lets OpenClaw, Claude, and other agents post across TikTok, X, LinkedIn, Reddit, and more. Install via CLI (npm install -g socialclaw) or as a skill (npx skills add ndesv21/socialclaw) and run social media from code.Starting Price: $29 per month -
36
KiloClaw
Kilo Code
KiloClaw is a fully managed, cloud-hosted version of the open source AI agent OpenClaw, designed to let users deploy and run a powerful autonomous AI assistant without handling infrastructure, setup, or maintenance. It provides a one-click deployment experience where users can launch a working AI agent in under 60 seconds, eliminating the need for Docker, servers, SSH configuration, or manual environment setup. It runs on Kilo’s infrastructure and connects to more than 500 AI models through the Kilo Gateway, allowing users to switch between models or bring their own API keys while maintaining a unified system for billing and management. KiloClaw agents are capable of performing real actions rather than just generating text, including browsing the web, running commands, managing files, scheduling tasks, and interacting across chat platforms such as Telegram, Discord, and Slack.Starting Price: $4 per month -
37
Vivgrid
Vivgrid
Vivgrid is a development platform for AI agents that emphasizes observability, debugging, safety, and global deployment infrastructure. It gives you full visibility into agent behavior, logging prompts, memory fetches, tool usage, and reasoning chains, letting developers trace where things break or deviate. You can test, evaluate, and enforce safety policies (like refusal rules or filters), and incorporate human-in-the-loop checks before going live. Vivgrid supports the orchestration of multi-agent systems with stateful memory, routing tasks dynamically across agent workflows. On the deployment side, it operates a globally distributed inference network to ensure low-latency (sub-50 ms) execution and exposes metrics like latency, cost, and usage in real time. It aims to simplify shipping resilient AI systems by combining debugging, evaluation, safety, and deployment into one stack, so you're not stitching together observability, infrastructure, and orchestration.Starting Price: $25 per month -
38
CYF Quality
CYF Technology
With this software, you create one or several QA scorecards and will start to evaluate the customer service with those scorecards you created, thus generating a quality score for the agent and his observations about the service. This note, along with your observations and a final comment with actions and/or recommendations, is called feedback. Not always just read a chat dialogue or listen to a call recording is enough to know what happened in customer interaction. Record the agent’s screen and discover precious information. If the supervisors are required to apply the feedback to the agents, they can do it on CYF Quality as well, but with one extra step. The agents need to give to them a feedback passcode.Starting Price: $699 per month -
39
Proof
Every
Proof is an agent-first document editor built for agents and humans to collaborate. It gives teams a shared document where humans and AI can write together, suggest edits, leave comments, and track who wrote what. Every character carries provenance, with a colored gutter showing authorship, so users can distinguish human-written text from AI-written text. When an AI edits a document, Proof creates suggestions like track changes, with insertions and deletions that users can accept or reject one by one. AI agents can also comment on specific text to explain reasoning, ask questions, flag issues, or continue a conversation inside the document. Users can create a document, share the link with agents such as Claude Code, ChatGPT, Codex, or OpenClaw, and collaborate through a shareable workspace instead of passing around .md files. Proof supports use cases such as bug reports, PRDs, implementation plans, research briefs, growth reports, copy audits, strategy docs, memos, proposals, etc.Starting Price: Free -
40
MyClaw
MyClaw
MyClaw is a managed cloud hosting platform for OpenClaw (formerly Clawdbot/Moltbot) that delivers a personal AI assistant running 24/7 with zero setup or DevOps required, letting users deploy a fully private, always-on instance of the open-source AI agent in minutes without technical configuration. It gives you your own dedicated AI agent in an isolated container that’s online around the clock, with updates, scaling, maintenance, security, and backups handled for you so you can simply log in and use it. The underlying OpenClaw assistant is a powerful open source AI capable of interacting with your digital environment, controlling applications, automating workflows, managing files, browsing the web, triaging email, automating repetitive tasks, and executing developer-oriented jobs like reviewing and refactoring code based on natural language instructions.Starting Price: $19 per month -
41
JDoodleClaw
JDoodleClaw
JDoodleClaw is a managed infrastructure platform that provides users with a private virtual machine pre-configured with OpenClaw, enabling them to run autonomous AI agents without handling setup, deployment, or DevOps tasks. It automatically provisions an isolated environment with dedicated compute resources, where OpenClaw is already installed and ready to use, allowing users to start building and running agents within minutes. It follows a bring-your-own API key model, giving users full control over which AI providers and credentials are used, while keeping all processing within their own private infrastructure. It eliminates the complexity of self-hosting, which typically involves configuring servers, installing dependencies, and maintaining environments, by handling provisioning, updates, and backups automatically. Each instance runs independently rather than in shared containers, improving data isolation, control, and performance consistency.Starting Price: $20 per month -
42
Tulsk
Tulsk
Tulsk is an agentic project management workspace for small startup teams, built to plan, run, and monitor autonomous AI work across projects, docs, tasks, comments, and agent workflows in one shared workspace. Teams use Tulsk to delegate real work to AI agents instead of managing separate chat windows, prompts, and half-finished outputs. Users can mention an agent in any task, and the agent reads the context, executes the work, and posts the result back in the thread with no copy-paste or babysitting. Tulsk combines projects, statuses, priorities, attachments, real-time comments, OpenClaw agent runtime, EMA AI project manager, Skills, MCP access, and agent scheduling in one workspace. OpenClaw gives agents their own dedicated cloud workspace with browser, shell, web search, editable persona files, attached skills, and tool access, so they can handle long-running jobs such as market research, competitor analysis, reports, content drafts, operational checks, and specialized workflows.Starting Price: $39 per month -
43
Kastra
Kastra
Kastra is the authorization layer for AI systems, deciding what agents, models, and AI tools are allowed to do before they do it. It sits in the execution path of every prompt, tool call, shell command, database operation, and API request, evaluates each action against deterministic, attribute-based policy, and returns an allow, deny, redact, or escalate decision in under a millisecond. Unlike monitoring products that observe AI after it acts, Kastra blocks unauthorized behavior before it reaches a tool, API, database, or production system. Its unified control plane combines a policy engine, edge decision points, integrations, and a tamper-evident evidence vault that signs every decision for audit and replay. Kastra Edge brings local enforcement to developer machines, protecting Claude Code, Cursor, Codex CLI, and other coding agents from destructive commands, secret exfiltration, unsafe file writes, and unauthorized tool use.Starting Price: $19.99 per month -
44
Lunary
Lunary
Lunary is an AI developer platform designed to help AI teams manage, improve, and protect Large Language Model (LLM) chatbots. It offers features such as conversation and feedback tracking, analytics on costs and performance, debugging tools, and a prompt directory for versioning and team collaboration. Lunary supports integration with various LLMs and frameworks, including OpenAI and LangChain, and provides SDKs for Python and JavaScript. Guardrails to deflect malicious prompts and sensitive data leaks. Deploy in your VPC with Kubernetes or Docker. Allow your team to judge responses from your LLMs. Understand what languages your users are speaking. Experiment with prompts and LLM models. Search and filter anything in milliseconds. Receive notifications when agents are not performing as expected. Lunary's core platform is 100% open-source. Self-host or in the cloud, get started in minutes.Starting Price: $20 per month -
45
Arize Phoenix
Arize AI
Phoenix is an open-source observability library designed for experimentation, evaluation, and troubleshooting. It allows AI engineers and data scientists to quickly visualize their data, evaluate performance, track down issues, and export data to improve. Phoenix is built by Arize AI, the company behind the industry-leading AI observability platform, and a set of core contributors. Phoenix works with OpenTelemetry and OpenInference instrumentation. The main Phoenix package is arize-phoenix. We offer several helper packages for specific use cases. Our semantic layer is to add LLM telemetry to OpenTelemetry. Automatically instrumenting popular packages. Phoenix's open-source library supports tracing for AI applications, via manual instrumentation or through integrations with LlamaIndex, Langchain, OpenAI, and others. LLM tracing records the paths taken by requests as they propagate through multiple steps or components of an LLM application.Starting Price: Free -
46
Trusys AI
Trusys
Trusys.ai is a unified AI assurance platform that helps organizations evaluate, secure, monitor, and govern artificial intelligence systems across their full lifecycle, from early testing to production deployment. It offers a suite of tools: TRU SCOUT for automated security and compliance scanning against global standards and adversarial vulnerabilities, TRU EVAL for comprehensive functional evaluation of AI applications (text, voice, image, and agent) assessing accuracy, bias, and safety, and TRU PULSE for real-time production monitoring with alerts for drift, performance degradation, policy violations, and anomalies. It provides end-to-end observability and performance tracking, enabling teams to catch unreliable output, compliance gaps, and production issues early. Trusys supports model-agnostic evaluation with a no-code, intuitive interface and integrates human-in-the-loop reviews and custom scoring metrics to blend expert judgment with automated metrics.Starting Price: Free -
47
Plus One
Every
Plus One gives users their own AI personal agent with a name, memory, personality, and an infinite toolbelt. Powered by OpenClaw, it lets users get an OpenClaw in one click, automatically connected to Every apps and loaded with custom skills to superpower their work. A Plus One reports to its user, works alongside the rest of the team and their Plus Ones, and is designed to get real work done across collaborative environments. It connects to Slack with one-click workspace installation, comes built into Every apps such as Cora, Monologue, Sparkle, and Spiral, and can integrate with tools that have an API by adding the relevant key. Plus Ones can handle workflows such as content pipelines, strategy recommendations based on performance data, meeting prep, daily digests, launch coordination, Notion calendar updates, GitHub searches, email drafting, social media asset creation, quote generation, X draft creation, PostHog dashboards, ChartMogul views, and Stripe tracking.Starting Price: Free -
48
Abacus Claw
Abacus Claw
Abacus Claw is a hosted AI agent platform that enables users to build and run always-on, cloud-based agents capable of automating complex, real-world workflows by connecting directly to everyday applications and data sources. It integrates with tools such as Gmail, Slack, Google Drive, and other services, allowing agents to analyze user activity, retrieve information, and generate personalized outputs like summaries, reports, and task breakdowns. Unlike traditional assistants that rely on one-off prompts, Claw is designed for continuous operation, where agents can be scheduled, triggered by events, or run autonomously to execute multi-step tasks across different systems. It provides a managed version of OpenClaw, an open source framework for creating persistent AI agents, enabling users to deploy powerful automation without handling infrastructure themselves.Starting Price: $7 per month -
49
LangMem
LangChain
LangMem is a lightweight, flexible Python SDK from LangChain that equips AI agents with long-term memory capabilities, enabling them to extract, store, update, and retrieve meaningful information from past interactions to become smarter and more personalized over time. It supports three memory types and offers both hot-path tools for real-time memory management and background consolidation for efficient updates beyond active sessions. Through a storage-agnostic core API, LangMem integrates seamlessly with any backend and offers native compatibility with LangGraph’s long-term memory store, while also allowing type-safe memory consolidation using schemas defined in Pydantic. Developers can incorporate memory tools into agents using simple primitives to enable seamless memory creation, retrieval, and prompt optimization within conversational flows. -
50
IronClaw
Near AI
IronClaw is a secure, open source runtime designed to run autonomous AI agents with strong built-in protections for credentials and system access. It positions itself as a security-focused alternative to OpenClaw, operating inside encrypted enclaves on the NEAR AI Cloud or locally to protect sensitive data throughout execution. It enables users to deploy AI agents quickly through one-click setup while keeping API keys, tokens, and passwords stored in an encrypted vault that the AI itself cannot directly access. IronClaw isolates every tool inside its own WebAssembly sandbox with capability-based permissions and strict resource limits, preventing compromised skills from affecting other parts of the system. It is built in Rust to enforce memory safety at compile time and eliminate common exploit classes such as buffer overflows and use-after-free errors.Starting Price: $20 per month
