Top 6 of 30 researched candidates
Alternatives to Salesforce Agentforce
Find a better fit for what you need. Compare alternatives to Salesforce Agentforce with sourced features, strengths and trade-offs side by side.
On this page
Your reason for switching
What needs to be different?
Choose up to three requirements, or see the closest matches now ↓.
Evidence-backed shortlist
Closest researched alternatives to Salesforce Agentforce
Ordered by the requirements met, strengths preserved, explicit trade-offs and research coverage. Sponsorship does not enter the order.
- 01
Glean
Enterprise AI platform for building, governing and running agents on permission-aware company context.
Why it's on this listReviews code · YesThe pull request review agent fetches a PR diff, checks it against style guides and posts comments back to GitHub.Evidence ↗
Where it improves on Salesforce Agentforce
- +Open models · YesOpen-weight models are a named tier in the rate card, served through Fireworks or Baseten.Evidence ↗
- +Self-hosted · PartialCustomer Hosted runs Glean inside your own AWS or GCP account, but as a Glean-operated managed service you may not deploy or patch yourself.Evidence ↗
Trade-offs against Salesforce Agentforce
- −Writes tests · PartialTest changes appear in the vendor's own agent example output; no dedicated test-generation feature is documented.Evidence ↗
- −Ships it · NoIt stops at a draft pull request; review and merge stay in the customer's source control.Evidence ↗
- −Done-for-you service · NoGlean sells licensed software; it manages the infrastructure and application but customers build and run their own agents.Evidence ↗
35/35 researched criteria - 02
Tale
Open-source project workspace where teams assign tasks to AI coding agents running in sandboxes.
From FreeWhy it's on this listOpen models · YesA 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.Evidence ↗
Where it improves on Salesforce Agentforce
- +Self-hosted · YesSelf-hosting is the Community edition's only deployment mode and remains an option on Enterprise, on your own hardware or in Tale's cloud.Evidence ↗
- +Open source · YesThe platform is published under the MIT licence with its repository on GitHub, and the vendor states all product features are included in Community.Evidence ↗
Trade-offs against Salesforce Agentforce
- −Ships it · NoWork stops at collected deliverables and a review verdict; the vendor states plainly that a review does not merge a pull request, and connector writes are refused to agents.Evidence ↗
- −Runs autonomously · PartialAn agent completes a task unattended and posts its report, but it must stop at In review and cannot approve its own result, so a person or a separate reviewer agent closes the loop.Evidence ↗
- −In your editor · PartialThere is no Tale IDE extension; instead opencode and Claude Code are pointed at Tale as a model provider and MCP tool server from your own editor.Evidence ↗
33/35 researched criteria · 2 not established - 03
LangChain
Open source agent frameworks plus LangSmith, a hosted platform to trace, evaluate, deploy and govern agents.
From FreeWhy it's on this listAgent permissions · YesHuman-in-the-loop interrupts gate agent actions in the framework, dcode gates code execution behind approval modes, and Fleet agents can run as themselves or as the calling user.Evidence ↗
Where it improves on Salesforce Agentforce
- +Open models · YesOpen-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.Evidence ↗
- +On the command line · YesSeveral terminal surfaces exist: the LangGraph CLI for local dev servers, a Sandbox CLI on every plan, a LangSmith CLI for issues, and the dcode terminal coding agent.Evidence ↗
Trade-offs against Salesforce Agentforce
- −Debugs and fixes · PartialLangSmith Engine diagnoses failures from production traces and opens a GitHub pull request with the fix, but a human still merges it, and Engine is absent from the free Developer plan.Evidence ↗
- −Writes tests · PartialEngine generates ground-truth dataset examples and assertions so a fix can be evaluated offline; those are agent evals, not unit tests, and the vendor's CI guide leaves unit tests to you.Evidence ↗
- −In your editor · PartialLangSmith Studio is the vendor's own agent IDE for visualising and debugging graphs, but no plugin for VS Code, JetBrains or Cursor is documented; dcode is a terminal, not an editor.Evidence ↗
34/35 researched criteria · 1 not established - 04
Agno
Python SDK, self-hosted AgentOS runtime and hosted control plane for building and operating agent platforms.
From FreeWhy it's on this listReviews code · YesCode review over a diff is one of the documented coding-agent patterns.Evidence ↗
Where it improves on Salesforce Agentforce
- +Agent permissions · YesPermissions are enforced at runtime per agent and per tool, and a tool can be flagged to pause for user confirmation or for an admin approval that leaves a record.Evidence ↗
- +Open models · YesOpen-weight models run through documented local runtime adapters for Ollama, vLLM, llama.cpp and LM Studio, so inference can stay on your own hardware.Evidence ↗
Trade-offs against Salesforce Agentforce
- −Writes tests · PartialThe documented Verify stage runs the repository's existing gates; test authoring appears only in the example prompt, not as a capability claim.Evidence ↗
- −Ships it · PartialPublishing is deliberately outside the default loop; commits, PRs and deploys must be exposed as separately gated tools.Evidence ↗
- −In your editor · PartialThere is no Agno IDE extension; instead the CLI registers your running AgentOS as an MCP server inside Cursor, Claude Code and Codex, which is a connection rather than an editor surface.Evidence ↗
35/35 researched criteria - 05
OpenClaw
Open-source personal agent runtime you host yourself and message from any chat app.
From FreeWhy it's on this listAgent permissions · YesExec policy spans deny, allowlist, ask, auto and full modes with approval prompts, allowlist bindings and a deny fallback when no approval UI is reachable, so how much runs unattended is configurable.Evidence ↗
Where it improves on Salesforce Agentforce
- +Open models · YesOpen-weight models run through local servers such as Ollama, LM Studio, vLLM and SGLang, or any compatible endpoint you point the Gateway at.Evidence ↗
- +On the command line · YesA global npm CLI plus a CLI-only installer give a full terminal surface, with subcommands for onboarding, gateway, agents, approvals, backup and MCP.Evidence ↗
Trade-offs against Salesforce Agentforce
- −Ships it · PartialA Gateway publication broker creates commits, pushed branches and pull requests from a session; nothing in the docs claims it deploys.Evidence ↗
- −Done-for-you service · NoThere is no service business behind this: you install and operate the software yourself on your own hardware, and the project is stewarded by a foundation rather than sold as an engagement.Evidence ↗
- −How it meters · NoThe vendor meters nothing at all: no seats, credits, tokens or tasks are billed, and your only running cost is whatever the model provider you connect charges.Evidence ↗
32/35 researched criteria · 3 not established - 06
ElevenLabs Agents
Hosted platform for building voice and chat agents, with telephony, SDKs and a choice of LLM.
From FreeWhy it's on this listAgent permissions · YesTool use is gated per MCP server and per tool: always ask, fine-grained (auto-approved, requires approval, disabled), or no approval at all.Evidence ↗
Where it improves on Salesforce Agentforce
- +Open models · YesOpen-weight models run two ways: ElevenLabs-hosted Qwen in the native model list, or Llama and Mixtral through a custom LLM endpoint such as Together AI, Groq or SambaNova.Evidence ↗
- +On the command line · YesA standalone CLI authenticates by OAuth and pushes, pulls and diffs agent, tool and test configurations held as files in version control.Evidence ↗
Trade-offs against Salesforce Agentforce
- −Writes code · PartialElevenLabs agents do not author code themselves; the Cursor integration lets an agent launch Cursor background agents that do, and needs a paid Cursor plan.Evidence ↗
- −Debugs and fixes · PartialBug fixing is delegated: the agent starts and steers a Cursor background agent, which diagnoses and lands the change; ElevenLabs itself never touches the repository.Evidence ↗
- −Ships it · PartialThe CLI pushes agent configuration to the platform and into CI/CD; what it deploys is agents, not application code.Evidence ↗
35/35 researched criteria
Full datasheet
Compare Salesforce Agentforce with the shortlist
Replace any candidate, show every criterion, or keep only differences and unknowns.
Compare alternatives to Salesforce Agentforce
Keep Salesforce Agentforce as the baseline and choose up to three alternatives. Differences and unanswered criteria appear first.
The digest
Done comparing? Watch the field move. Which agents actually ship, one short email, every Tuesday.
Advertisement
Sponsor this page. Alternatives pages are read by buyers actively choosing an agent, first-party inventory, clearly labelled, sold by the week.
Sponsor this page →Featured · top of your category →Method
How the shortlist is calculated
Comparable first. We consider listings in the same category as Salesforce Agentforce and alternatives previously researched for this page.
Requirements first. We prioritise your selected needs, then shared strengths, fewer documented trade-offs, more complete research and finally alphabetical order.
Unknown remains unknown. Missing evidence is never converted into a benefit or a trade-off. Every improvement shown above comes from the same sourced criterion as the listing.
Independent order. Payment does not affect selection or ranking. Paid placements are labelled Advertisement.
Where next? Back to the full research, deeper into the category, or get your own agent into the index.
Advertise here
Reach buyers mid-decision. Reach builders choosing their next agent. Promote your brand with a display placement or bring your listing into focus with Featured.
Explore owner options →Advertise on this page →The digestFree
Which agents actually ship.
What we re-checked, what got added, and one number from the index. Tuesdays.
One-click unsubscribe