Enterprise authorization and agent control planes
Broader products that combine approvals with IAM, MCP/model control, agent runtime, credentials, or fleet operations.
Dated, source-linked buyer guide
Compare AI agent approval tools and execution gateways
AI agent approval products do not all control the same boundary. Some combine approval with identity and agent or MCP operations; others own credentials and tool execution; focused products optimize review UX or system-of-record governance. ActionProxy Community is narrower: a developer-preview component for deterministic policy, exact-action approval, controlled execution, and reported outcome evidence across its documented HTTP, JavaScript SDK, and MCP paths.
Compare the boundary each product owns before comparing feature labels. Seven products met the current public-evidence gate. This is a curated, dated subset—not a complete market census—and the products are grouped by scope rather than ranked.
Category map
Three scopes that buyers often evaluate together
These groups organize the approved comparison set; they are not an exhaustive map of the market.
Secure tool and MCP runtimes
Platforms that own tool authorization, credentials, execution, or the MCP runtime in addition to action controls.
Focused and vertical approval products
Simpler intervention UX or deeper system-of-record governance for a narrower workflow.
At-a-glance comparison
Start with the trigger and documented control surface
| Product | When teams evaluate it | What the reviewed sources demonstrate |
|---|---|---|
| Permit.io MCP Gateway | MCP adoption needs identity, consent, fine-grained authorization, exact-argument approval, and enterprise deployment controls. | Permit documents exact-argument approve/reject and pause/resume. Reviewer payload editing with original/final lineage was not demonstrated in the reviewed material. |
| Preloop | Multiple agent clients or MCP servers need one policy, approval, audit, session, and model-control plane. | Preloop documents argument-aware policy and multi-channel asynchronous approval. Reviewer edit lineage and exact approval-to-execution binding need further verification. |
| RunAgents | Custom runtime and approval contracts are diverging and the organization wants one full agent control plane. | RunAgents publicly describes approval, payload-hash verification, time-limited grants, credential injection, and audit. Edited-payload and unknown-outcome semantics need verification. |
| Arcade | Shared credentials and broad scopes fail security review or the agent needs reliable end-user-authorized tool execution. | Arcade documents contextual allow/deny/modify controls and a Duo step-up over a specific tool request. A general external business-approval case-management flow is not its primary documented boundary. |
| Peta | MCP server operations and credential management have become the bottleneck, not only human review. | Peta documents per-agent/per-action policy, argument-aware approval, managed runtime, vault, and audit. Reviewer-edit and unknown-outcome semantics need verification. |
| Forsig | The team needs intervention UX without building pages, notification delivery, and callbacks itself. | Forsig documents approve, reject, edit, instruct, and take-over decisions. Its published SDK returns the decision to agent code rather than documenting gateway-owned final execution mediation. |
| ActionPlane | Operators need field-level diffs, approval matrices, pre/post images, audit lineage, and rollback planning for material writes. | ActionPlane documents approval, connector execution, field previews, pre/post images, and rollback plans for supported systems. Reviewer-edit and binding details need verification. |
Feature comparison criteria
Questions to ask before treating two features as equivalent
- 01
Exact action and payload binding
What tool identity, arguments, policy state, reviewer requirements, nonce, and expiry does an approval authorize?
- 02
Durable asynchronous review
Can work pause outside the agent process and resume through a queue or notification channel?
- 03
Edits and revalidation
Are original and edited payloads retained, is policy evaluated again, and does approval bind to the final version?
- 04
Execution authority
Does the product mediate dispatch, issue a bounded grant, or return a decision to trusted application code?
- 05
Outcome and audit evidence
Can evidence correlate proposal, policy, review, dispatch attempt, and reported outcome, including unknown states?
- 06
Credential custody and runtime ownership
Does the product hold provider credentials and execute tools, or leave those responsibilities with an existing runner?
- 07
Protocol and platform scope
Is the boundary MCP-specific, cross-protocol, or part of a broader identity, model, session, or agent platform?
- 08
Deployment and maturity
Is it hosted, self-hosted, enterprise-oriented, or a developer preview, and which limitations are documented?
Documented product comparisons
Use case, buyer, features, and operating boundary
Source coverage describes the completeness and clarity of the reviewed public evidence. It is not a rating of product quality, security, popularity, or competitive risk.
Enterprise authorization and agent control planes
Broader products that combine approvals with IAM, MCP/model control, agent runtime, credentials, or fleet operations.
Permit.io MCP Gateway
Source coverage: High- Typical fit
- Enterprise platform, IAM, and security teams consuming MCP internally, plus SaaS vendors exposing MCP to customers.
- Typical buyer
- Platform/IAM champions; security, architecture, or CTO economic buyer.
- Buying trigger
- MCP adoption needs identity, consent, fine-grained authorization, exact-argument approval, and enterprise deployment controls.
What the reviewed sources demonstrate
Permit documents exact-argument approve/reject and pause/resume. Reviewer payload editing with original/final lineage was not demonstrated in the reviewed material.
Boundary difference
ActionProxy OSS is a smaller approval-first component across supported HTTP, SDK, MCP, and external-runner paths; Permit is a much broader enterprise authorization platform.
ActionProxy may fit when
The customer already has identity and needs a lightweight, self-hosted exact-action approval/execution boundary, especially beyond MCP-only workflows.
Permit.io MCP Gateway may fit when
The account needs mature IAM, consent, RBAC/ABAC/ReBAC, multi-tenancy, enterprise deployment choices, and MCP governance in one system.
Official sources (3)
- Permit.io MCP Gateway overviewPermit.io, reviewed Jul 13, 2026
- Permit.io human-in-the-loop documentationPermit.io, reviewed Jul 13, 2026
- Permit.io MCP Gateway product pagePermit.io, reviewed Jul 13, 2026
Preloop
Source coverage: High- Typical fit
- Platform, DevEx, security, and operations teams governing coding, infrastructure, model, and MCP-agent fleets.
- Typical buyer
- Platform/DevEx/Security champion; Head of Platform, CISO, or CTO buyer.
- Buying trigger
- Multiple agent clients or MCP servers need one policy, approval, audit, session, and model-control plane.
What the reviewed sources demonstrate
Preloop documents argument-aware policy and multi-channel asynchronous approval. Reviewer edit lineage and exact approval-to-execution binding need further verification.
Boundary difference
ActionProxy OSS focuses on one exact business-action transaction without becoming the model gateway, session manager, or agent fleet console.
ActionProxy may fit when
The team wants a small component for consequential business-system actions across existing runners and supported protocols.
Preloop may fit when
The team wants a broad MCP/model/agent control plane and rapid client onboarding through one platform.
Official sources (3)
- Preloop product overviewPreloop, reviewed Jul 13, 2026
- Preloop documentationPreloop, reviewed Jul 13, 2026
- Preloop asynchronous approvalsPreloop, reviewed Jul 13, 2026
RunAgents
Source coverage: Medium- Typical fit
- Platform and security teams standardizing deployment, identity, credentials, approvals, and observability across multiple production agents.
- Typical buyer
- AI platform or security engineering champion; Head of Platform, Head of AI, or CTO buyer.
- Buying trigger
- Custom runtime and approval contracts are diverging and the organization wants one full agent control plane.
What the reviewed sources demonstrate
RunAgents publicly describes approval, payload-hash verification, time-limited grants, credential injection, and audit. Edited-payload and unknown-outcome semantics need verification.
Boundary difference
RunAgents also owns agent deployment, model gateway, identity, credentials, and runtime operations; ActionProxy OSS remains a narrower component.
ActionProxy may fit when
The buyer wants to retain its runtime, IAM, model gateway, and observability stack and add only the approval/execution boundary.
RunAgents may fit when
The buyer wants a complete hosted agent runtime and control plane rather than a component.
Official sources (4)
- RunAgents productRunAgents, reviewed Jul 13, 2026
- RunAgents documentationRunAgents, reviewed Jul 13, 2026
- RunAgents for platform teamsRunAgents, reviewed Jul 13, 2026
- RunAgents public repositoryRunAgents, reviewed Jul 13, 2026
Secure tool and MCP runtimes
Platforms that own tool authorization, credentials, execution, or the MCP runtime in addition to action controls.
Arcade
Source coverage: High- Typical fit
- Engineering teams shipping multi-user agents where delegated user authorization, OAuth, credentials, and secure tool execution block production.
- Typical buyer
- Agent/Product/AI Platform champion; CTO, Head of AI, IAM, or Security buyer.
- Buying trigger
- Shared credentials and broad scopes fail security review or the agent needs reliable end-user-authorized tool execution.
What the reviewed sources demonstrate
Arcade documents contextual allow/deny/modify controls and a Duo step-up over a specific tool request. A general external business-approval case-management flow is not its primary documented boundary.
Boundary difference
Arcade is auth/tool-runtime-first; ActionProxy OSS is approval/evidence-first and delegates real provider execution to external runners or MCP.
ActionProxy may fit when
The customer already has tools and credentials but needs durable operational review, original/edited lineage, and controlled execution evidence.
Arcade may fit when
The primary job is delegated OAuth, tool construction, credential handling, and a supported secure execution runtime.
Official sources (4)
- Arcade productArcade, reviewed Jul 13, 2026
- Arcade Contextual AccessArcade, reviewed Jul 13, 2026
- Arcade and Cisco Duo step-up authorizationArcade, reviewed Jul 13, 2026
- Arcade pricingArcade, reviewed Jul 13, 2026
Peta
Source coverage: High- Typical fit
- MCP-first agent/platform teams wanting managed servers, credential vaulting, per-action policy, approval, and audit together.
- Typical buyer
- Agent/MCP platform champion; Head of Platform, Security, or CTO buyer.
- Buying trigger
- MCP server operations and credential management have become the bottleneck, not only human review.
What the reviewed sources demonstrate
Peta documents per-agent/per-action policy, argument-aware approval, managed runtime, vault, and audit. Reviewer-edit and unknown-outcome semantics need verification.
Boundary difference
Peta owns the MCP runtime and credential plane; ActionProxy OSS is lighter and can authorize external runners as well as supported MCP paths.
ActionProxy may fit when
MCP is only one execution path and provider credentials should remain in existing runners or servers.
Peta may fit when
The customer wants one product to run MCP servers, vault credentials, and provide the policy/approval desk.
Official sources (2)
- Peta MCP control planePeta, reviewed Jul 13, 2026
- Peta documentationPeta, reviewed Jul 13, 2026
Focused and vertical approval products
Simpler intervention UX or deeper system-of-record governance for a narrower workflow.
Forsig
Source coverage: Medium- Typical fit
- Startups, agencies, and developers wanting signed review pages and notifications across existing agent frameworks quickly.
- Typical buyer
- Developer, technical founder, CTO, or automation-agency lead.
- Buying trigger
- The team needs intervention UX without building pages, notification delivery, and callbacks itself.
What the reviewed sources demonstrate
Forsig documents approve, reject, edit, instruct, and take-over decisions. Its published SDK returns the decision to agent code rather than documenting gateway-owned final execution mediation.
Boundary difference
Forsig is a simpler intervention SaaS; ActionProxy OSS adds deterministic policy, approval authorization, one-use grants, attempt outcomes, and a self-hosted boundary.
ActionProxy may fit when
The gateway rather than trusted agent code must authorize the exact execution and retain action/outcome evidence.
Forsig may fit when
The team trusts its integration and only needs a fast hosted human-review experience.
Official sources (1)
- Forsig product and beta pricingForsig, reviewed Jul 13, 2026
ActionPlane
Source coverage: Medium- Typical fit
- Enterprise CRM, ITSM, ERP, RevOps, finance-systems, and platform owners governing AI-written system-of-record changes.
- Typical buyer
- RevOps/ITSM/Finance Systems champion; operations, CIO/CTO, or Security buyer.
- Buying trigger
- Operators need field-level diffs, approval matrices, pre/post images, audit lineage, and rollback planning for material writes.
What the reviewed sources demonstrate
ActionPlane documents approval, connector execution, field previews, pre/post images, and rollback plans for supported systems. Reviewer-edit and binding details need verification.
Boundary difference
ActionPlane is vertically deeper for systems of record; ActionProxy OSS is generic and requires external execution for real SaaS tools.
ActionProxy may fit when
The customer needs arbitrary tools, local/self-hosted OSS, and a generic execution-authorization contract.
ActionPlane may fit when
The problem is packaged CRM/ITSM/ERP/finance write governance with field-level recovery and supported connectors.
Official sources (1)
- ActionPlane product and pricingActionPlane, reviewed Jul 13, 2026
Shortlist by primary job
Start from the system you need the product to own
ActionProxy Community
Retain the existing IAM, runtime, tools, credentials, and observability stack while adding a narrow, self-hosted exact-action approval and execution boundary across supported paths.
Permit.io MCP Gateway
The account needs mature IAM, consent, RBAC/ABAC/ReBAC, multi-tenancy, enterprise deployment choices, and MCP governance in one system.
Preloop
The team wants a broad MCP/model/agent control plane and rapid client onboarding through one platform.
RunAgents
The buyer wants a complete hosted agent runtime and control plane rather than a component.
Arcade
The primary job is delegated OAuth, tool construction, credential handling, and a supported secure execution runtime.
Peta
The customer wants one product to run MCP servers, vault credentials, and provide the policy/approval desk.
Forsig
The team trusts its integration and only needs a fast hosted human-review experience.
ActionPlane
The problem is packaged CRM/ITSM/ERP/finance write governance with field-level recovery and supported connectors.
ActionProxy boundary
Evaluate the developer preview with its limits visible
ActionProxy Community v0.1.0 is an Apache-2.0 developer preview for local and self-hosted evaluation. It is not a complete production authorization boundary or hosted SaaS control plane.
- Real provider effects require an external runner or downstream MCP server. Community does not include native production SaaS connector runtimes or provider credential custody.
- It is not an agent framework, IAM replacement, model gateway, hosted multi-tenant service, compliance product, or prompt-injection cure.
- Its audit chain is local and hash-linked, not immutable or independently anchored.
Methodology
Dated claims, vendor-owned sources, and no inferred scores
Scope
ActionProxy Community v0.1.0 compared with each competitor's publicly documented product or SaaS offering.
Competitor statements are based on the linked vendor-owned documentation, product, repository, and pricing pages. They were not independently product-tested. This is a curated subset rather than an exhaustive market review.
Freshness and interpretation
Last reviewed Jul 13, 2026. Review again by Aug 13, 2026. Product availability, pricing, documentation, and packaging can change, so re-check primary sources before making a buying decision.
“Not demonstrated,” “not documented,” and “needs verification” describe only the sources reviewed; they do not prove absence. Product names and trademarks belong to their respective owners; no affiliation or endorsement is implied.
Verify the boundary