Elva vs MeshPilot: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Elva and MeshPilot — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Elva

Theneo

Freemium

Reads your repositories to discover every API, scores and governs them, then exposes them to developers and AI agents via hosted MCP servers.

Spec-Free API Discovery: Elva scans repository code directly to find endpoints and generates OpenAPI 3.1 as output, so no existing spec is needed to start.
Endpoint Scoring: Every collection is graded on design, developer experience, AI readiness, security and performance, with the weakest collection surfaced first.
AI Fix Pass: A one-click agent writes missing descriptions from code, types response schemas and documents auth, then rescores the collection.
API Contracts: Per-audience contracts pin the exact endpoints and fields a partner, internal team, public developer or MCP client receives, excluding PII and internal fields.
Breaking Change Enforcement: Each commit is diffed against published contracts, showing the schema diff, affected consumers and tools, and blocking publish by policy.
Hosted MCP Servers: Contracts generate MCP servers hosted behind Elva's gateway with OAuth2, scoped keys, per-tool authorization and exportable call logs.
MCP Playground and Agent Feedback: Test the server with a live model, then read the complaints agents file about confusing or failing tools, scored back into the catalog.
Multi-Target Publishing: One approved contract ships as OpenAPI spec, Theneo docs, MCP server, Postman collection and a typed TypeScript SDK in sync.

API Inventory Audit: Discover undocumented or forgotten endpoints across a large codebase and get a ranked list of what to fix first.
Agent Enablement: Expose an internal service to Claude, Cursor or ChatGPT as a governed MCP server instead of hand-writing tool wrappers.
Partner Integration Safety: Publish a restricted contract to an external partner and have Elva block commits that would break their integration.
PII Scoping: Keep customer emails and internal ops annotations out of a public or agent-facing surface while the same endpoints serve them internally.
Zombie Endpoint Retirement: Prove no active consumer references an endpoint before deleting it, using contract and call-log evidence.
Enterprise Security Review: Satisfy SOC 2, ISO 27001 and GDPR questions and wire agent access into an existing SSO and SCIM identity provider.
Documentation Drift Control: Keep docs, SDKs and Postman collections regenerated from code on every merge instead of maintained by hand.

Freemium

An agentic development environment to run, watch, and steer autonomous CLI coding agents in one workspace.

MeshConsole Workspace: An agentic development environment with project workspaces, terminals, files, and live browser preview in one window.
Multi-Agent Orchestration: Run multiple autonomous CLI coding agents on your own logins and step in when one needs you.
Visual Kanban: A Kanban board wired to real task state for reviewable, AI-assisted task management.
MeshMemory: AI-curated semantic memory that automatically saves context, notes, and task progress for a persistent understanding of your codebase.
MeshUtility Dictation: A free, open-source desktop widget for voice dictation and MeshPrompt prompt rewriting in any text field.
Cross-Platform Local-First: Runs on Windows, macOS, and Linux with local-first options so work stays on your machine.

Managing Multiple Coding Agents: Run and supervise several autonomous CLI agents building a project in parallel from one window.
Reviewable Agent Workflows: Use the Kanban board and live preview to keep AI-driven task state visible and under human control.
Persistent Project Context: Rely on MeshMemory to retain codebase context and task progress across sessions.
Global Voice Dictation: Use MeshUtility to dictate into any text field on the desktop with local or cloud transcription.
Prompt Rewriting Anywhere: Improve and rewrite AI prompts globally with MeshPrompt without leaving the current app.