# Alternatives to LuMay > Source: https://theagentsindex.com/lumay/alternatives (current datasheets, evidence-ranked) Candidates share the baseline category or are previously researched peers. Requirements, preserved strengths, explicit trade-offs and research coverage decide the order; paid tier does not. ## Shortlist ### 1. Salesforce Agentforce Salesforce's platform for building, deploying and monitoring AI agents on top of CRM data. **Research coverage:** 35/35 criteria **Where it improves on LuMay:** - [Runs autonomously: yes — Autonomy is a per-agent setting rather than a fixed trait; agents escalate to a human when an issue exceeds their scope.](https://www.salesforce.com/agentforce/guide/) - [Free tier: yes — Salesforce Foundations is a $0 add-on activated inside an existing Salesforce org, seeded with a fixed Flex Credit grant and subject to overage fees; every paid Agentforce tier routes to a sales conversation.](https://www.salesforce.com/crm/foundations/) - [MCP server: yes — Salesforce hosts MCP servers so external agents can query an org under per-user OAuth, and Agentforce is also an MCP client consuming third-party servers attached in Agent Builder.](https://developer.salesforce.com/docs/platform/hosted-mcp-servers/guide) **Trade-offs against LuMay:** - [Done-for-you service: partial — Agentforce is software the customer configures in a low-code builder; Salesforce separately sells Professional Services that performs the hands-on build, reached through an account executive rather than bundled with the product.](https://www.salesforce.com/services/professional-services/) - [Agent permissions: partial — Guardrails and filters bound which topics and actions an agent may reach and data access honours existing Salesforce permissions, but an approval-before-every-action mode is documented only for the Agentforce Vibes coding agent.](https://www.salesforce.com/agentforce/how-it-works/) - [Self-hosted: no — Agentforce runs on Salesforce's own public-cloud infrastructure, and even default model inference is operated inside the Salesforce Trust Boundary; no on-premises or customer-VPC deployment is offered.](https://www.salesforce.com/platform/public-cloud-infrastructure/) [View Salesforce Agentforce](https://theagentsindex.com/salesforce-agentforce) ### 2. LangChain Open source agent frameworks plus LangSmith, a hosted platform to trace, evaluate, deploy and govern agents. **Research coverage:** 34/35 criteria **Where it improves on LuMay:** - [Runs autonomously: yes — Engine scans traces and drafts fixes on a schedule with nobody watching, and deployed agents run as background or cron-scheduled jobs rather than only in a chat session.](https://www.langchain.com/pricing) - [Open models: yes — Open-weight models run through local Ollama, vLLM, Hugging Face and Together integrations, and the gateway can front a self-hosted OpenAI-compatible endpoint you operate yourself.](https://docs.langchain.com/oss/python/integrations/chat/ollama) - [Free tier: yes — The Developer plan is a standing $0 tier with one seat and a monthly trace allowance, not a countdown trial, and the open source packages cost nothing at all.](https://www.langchain.com/pricing) **Trade-offs against LuMay:** - [Done-for-you service: partial — You run the software yourself on every self-serve plan; only Enterprise buyers get LangChain engineers, architectural guidance and team training alongside the product.](https://www.langchain.com/pricing) - [Self-hosted: partial — The open source frameworks run anywhere, but self-hosting or hybrid-hosting the LangSmith platform on Kubernetes is an Enterprise-plan option; Developer and Plus are cloud-only.](https://www.langchain.com/pricing) - [Audit log: partial — A tamper-resistant log of administrative actions with a UI, an API and 400-day retention exists, but the vendor states plainly it is Enterprise-only: Developer and Plus get nothing.](https://docs.langchain.com/langsmith/audit-logs) [View LangChain](https://theagentsindex.com/langchain) ### 3. Tale Open-source project workspace where teams assign tasks to AI coding agents running in sandboxes. **Research coverage:** 33/35 criteria **Where it improves on LuMay:** - [Open models: yes — A custom provider credential points at a self-hosted model server such as vLLM or Ollama, or any internal gateway speaking the OpenAI or Anthropic API.](https://docs.tale.dev/platform/admin/providers) - [Free tier: yes — The Community edition is a standing free self-hosted option with every product feature, needing no sales call; support happens on GitHub.](https://tale.dev/pricing) - [MCP server: yes — Tale serves its own MCP endpoint over HTTPS JSON-RPC so an external agent can discover tools, retrieve knowledge and run automations.](https://docs.tale.dev/develop/mcp-endpoint) **Trade-offs against LuMay:** - [Done-for-you service: partial — You run the software, but the Enterprise plan adds professional operation, installation and maintenance, with consulting and custom development charged hourly rather than a built-for-you agent.](https://tale.dev/pricing) - [Agent permissions: partial — Each agent is granted explicit tools, skills and secrets, connector writes are refused to the agent broker, and external automation writes pause for approval by default.](https://tale.dev/platform/governance) - [Certifications: partial — Ruler GmbH holds ISO/IEC 27001 covering Tale Enterprise and offers a GDPR/FADP DPA with a custom DPA on Enterprise, but no SOC 2 report is published.](https://docs.tale.dev/cloud/trust-and-compliance) [View Tale](https://theagentsindex.com/tale) ### 4. Agno Python SDK, open-source AgentOS runtime and hosted control plane for building and operating agents. **Research coverage:** 35/35 criteria **Where it improves on LuMay:** - [Runs autonomously: yes — Background execution and a database-backed scheduler run agents with no client attached; approval gates are opt-in.](https://docs.agno.com/use-cases/workflow-automation) - [Open models: yes — Local runtimes llama.cpp, LM Studio, Ollama and vLLM are first-class provider keys, alongside Llama, Mistral, DeepSeek and Qwen.](https://docs.agno.com/models/providers/model-index) - [Free tier: yes — A $0 plan runs the open-source runtime at any scale and gives the full control plane against a local AgentOS.](https://www.agno.com/pricing) **Trade-offs against LuMay:** - [Done-for-you service: no — You run the software in your own cloud; Enterprise adds dedicated build help, not a managed service.](https://www.agno.com/products/runtime) - [Agent permissions: partial — Runs are unattended unless a tool is marked for approval; then the run pauses in your database until an admin resolves it.](https://docs.agno.com/agent-os/approvals/overview) - [Audit log: partial — The runtime records audit logs and approval resolutions; audit logs covering your own end users are Enterprise.](https://www.agno.com/) [View Agno](https://theagentsindex.com/agno) ### 5. Glean Enterprise AI platform for building, governing and running agents on permission-aware company context. **Research coverage:** 35/35 criteria **Where it improves on LuMay:** - [Runs autonomously: yes — Autonomous agents plan their own approach from plain-language instructions, and time-based triggers run them unattended.](https://www.glean.com/ai-agents/agent-builder) - [Open models: yes — Open-weight models are a named tier in the rate card, served through Fireworks or Baseten.](https://docs.glean.com/glean-enterprise-flex-pricing) - [MCP server: yes — A remote Glean MCP server exposes Glean tools and agents to other AI hosts; Glean can also consume external MCP servers.](https://www.glean.com/platform/api) **Trade-offs against LuMay:** - [Done-for-you service: no — Glean sells licensed software; it manages the infrastructure and application but customers build and run their own agents.](https://docs.glean.com/get-started/prepare/about-deployment) - [Agent permissions: partial — Write actions require confirmation and are checked before execution; source-system permissions are re-checked on every request, but read work proceeds unattended.](https://www.glean.com/platform/security) - [Self-hosted: partial — Customer Hosted runs Glean inside your own AWS or GCP account, but as a Glean-operated managed service you may not deploy or patch yourself.](https://docs.glean.com/get-started/prepare/about-deployment) [View Glean](https://theagentsindex.com/glean) ### 6. n8n Workflow automation platform for building and running AI agents on a visual canvas, with code where needed. **Research coverage:** 35/35 criteria **Where it improves on LuMay:** - [Runs autonomously: yes — Agents run a reasoning loop until they produce a result and fire from schedules or channels with nobody watching; approval steps are something you add.](https://docs.n8n.io/build/build-and-manage-agents) - [Open models: yes — Ollama chat and embedding nodes run local open-weight models; OpenRouter, Hugging Face Inference, DeepSeek and Mistral nodes cover hosted open-weight options.](https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatollama) - [Free tier: yes — 14-day n8n Cloud trial with no card (Business-plan trial does need one), and the self-hosted Community edition is free indefinitely per the Compare editions docs.](https://n8n.io/pricing/) **Trade-offs against LuMay:** - [Done-for-you service: no — Every plan is software you operate, on n8n Cloud or your own infrastructure; the only vendor-delivered service on the pricing page is support, dedicated with an SLA on Enterprise.](https://n8n.io/pricing/) - [Seat model: no — Not sold per seat. Users are unlimited on every plan and the quota is executions, so there is no seat floor or ceiling to negotiate; shared projects are what step up by tier (1, 3, 6, unlimited).](https://n8n.io/pricing/) - [Audit log: partial — Audit events and log streaming to a SIEM are Enterprise: the pricing comparison table shows a cross against audit logging and log streaming for Starter and Pro.](https://n8n.io/enterprise/) [View n8n](https://theagentsindex.com/n8n) ## Method Unknown data is never treated as a benefit or a trade-off. Featured placement is labelled but cannot alter recommendation order.