Head to head · Social analytics · October 2026 research run

Zernio (formerly Late) API + MCP vs Xpoz MCP

Zernio (formerly Late) API + MCP scores 69 (B) on agent readiness against Xpoz MCP's 39.6 (E), and leads in every scored category. Both do social analytics.

Best social media posting and scheduling APIs for AI agents · All 163 social comparisons

Which one, for what

Zernio (formerly Late) API + MCP B

Best for Agents and SaaS products that need posting, inbox and ads through one well-specified API with safe retries.

Ahead on

  • Reliability, 80 against 20
  • Schema & documentation, 83 against 64
  • Agent ergonomics, 88 against 63
  • Security & auth, 65 against 37
  • Payments & pricing, 40 against 30
  • Maintenance & community, 87 against 25
  • Transparency & trust, 71 against 29

Also in its favour

  • Runs on your own machine
  • Free to start without a card

Watch for

Breaking changes ship inside v1 on the day they're marked, 15 from 2 to 29 October 2026, while the changelog says they ship only as a new path version

Xpoz MCP E

Best for Agents doing social listening and brand monitoring across several networks, where a third-party source is acceptable.

Also in its favour

  • No incidents deducted, where Zernio (formerly Late) API + MCP loses 5 points for them

Watch for

About 238 KB of tool definitions

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Maintenance & community Zernio (formerly Late) API + MCP +62

Zernio (formerly Late) API + MCP 87

@zernio/node v0.2.1420 and zernio-sdk v1.4.1476 tagged on 1 November 2026 in their repositories, and changelog entries the same day (30). Hundreds of releases and 241 changelog entries dated 1 October or later (20). Public changelog and support. The SDK repositories are generated, so issue replies weren't a useful signal (12). Official registry entry com.zernio/zernio under its own domain, version 1.0.0 published 25 May 2026, still the latest on 1 November (15). The Node SDK runs ci, generate and publish workflows and regenerates from the OpenAPI spec several times a day (10). 30+20+12+15+10 = 87.

Xpoz MCP 25

Registry entry last updated 14 July 2026 and repository commit on 9 September; the live server reports 3.0.0 (10). No dated releases in 90 days (0). Issues not read (0). Official registry entry ai.xpoz/social-insights (15). Docker packaging only (0). 10 + 0 + 0 + 15 + 0 = 25. Registry presence read from Anchor Terminal's own daily import of the official MCP registry (/api/v1/registry.json, 6 November 2026), not the registry's API.

Reliability Zernio (formerly Late) API + MCP +60

Zernio (formerly Late) API + MCP 80

Better Stack page at zernio-status.com with components for the API, each network, schedulers, webhooks, inbox and analytics, read through its RSS feed (20). From 3 August to 1 November 2026 the feed lists many incidents, each partial by its own text. The longest touching the API, on 8 October from 14:44 to 15:52 UTC, had some customers see the dashboard and API slow or time out. On 19 October post creation failed for 21 minutes, and on 26 October many API requests failed for about 20 minutes. Reddit has been unavailable since 19 October because Reddit blocked third-party apps, and other items hit one network, the inbox or webhooks. No full outage of everything and nothing over an hour that wasn't partial, so minor only (20). Limits published by tier, 60, 600 or 1,200 requests a minute, a per-second analytics window and per-network posting caps (15). 429 carries Retry-After and X-RateLimit headers, and an Idempotency-Key covers posts and other writes (15). The terms state no SLA (0). GA (10). 20+20+15+15+0+10 = 80.

Xpoz MCP 20

No status page found (0). No history (5). Credit allowances, no rate limits found (5 of 15). No retry guidance (0). No SLA (0). Not labelled beta (10). 0 + 5 + 5 + 0 + 0 + 10 = 20.

Transparency & trust Zernio (formerly Late) API + MCP +42

Zernio (formerly Late) API + MCP 71

Closed API under published terms (last updated 9 October 2026), with the Node SDK under Apache-2.0 (15). The privacy policy, updated 26 October 2026, deletes data within 30 days of account deletion, keeps other data as long as needed, says content reached through the MCP or API isn't used to train models, and links a subprocessor list. A public DPA (19 October 2026, replacing a version dated 2 July 2026) is part of the terms with no signature needed, names ZERNIO SOFTWARE SL as processor, and deletes customer personal data within 10 business days of the end of the service, with backups within 30 days and logs within 90. The privacy policy also sets token lifetimes and deletion on disconnect for Google and Microsoft data. The statements agree, though general account data is kept as long as needed (26). No deprecation policy in practice. The changelog says a breaking change ships only as a new path version, yet breaking changes ship inside v1 on the day they're marked, and old getlate.dev URLs still redirect (6). The subprocessor list (9 October 2026) names 25 providers with purpose, data and transfer safeguard, and gives 14 days' notice of changes. Core hosting and the database are in London, and 18 entries say the location is provider-managed and not pinned to one region (15). 15+26+6+15 = 62.

Xpoz MCP 29

Closed service; terms of use read without a legal entity (10 of 30). Data handling not read (5 of 30). No deprecation policy (0). Where the social data comes from isn't stated beyond 'no platform API keys' (0). 10 + 5 + 0 + 0 = 15.

Security & auth Zernio (formerly Late) API + MCP +28

Zernio (formerly Late) API + MCP 65

API keys as Bearer tokens, restricted keys created through POST /v1/api-keys with any of ten resource groups switched off or limited to chosen profiles, and OAuth 2.1 with dynamic client registration on the MCP with eight scopes such as posts:read and analytics:read (30). Read-only keys and scopes are possible, members can be limited to profiles, and tools are annotated, but we found no approval guidance for publishing (14). The inbox, comments and DM tools return text from strangers and we found no prompt-injection guidance (0). A unified activity log endpoint (GET /v1/logs) covers publishing, connections, webhooks and messaging, webhook delivery logs are listed, X-Request-Id is on every response, and the security overview describes an append-only audit log of team-management actions for the owner. API calls aren't attributed to a key in a log we found (11). The DPA and pricing page say the SOC 2 Type II report and GDPR paperwork are available on request through the trust centre at trust.zernio.com. No security.txt (404 on 1 November) and no disclosure route, and the privacy contact is a named person's email (10). 30+14+0+11+10 = 65.

Xpoz MCP 37

One API key (20 of 30). 49 of 52 tools read-only (15 of 20). Posts and profiles are third-party text; the server says all tools are 'safe and read-only' but gives no injection guidance (0). No audit log (0). No security programme found (2 of 20). 20 + 15 + 0 + 0 + 2 = 37.

Agent ergonomics Zernio (formerly Late) API + MCP +25

Zernio (formerly Late) API + MCP 88

The tools page lists 20 core tools and says tools/list returns about 50 everyday ones, with search_tools and call_tool loading the long tail on demand (5 plus 10). Page and cursor pagination on list endpoints (20). ErrorResponse codes such as idempotency_conflict, and the MCP returns the list of accounts when account_id is ambiguous (18). Idempotency-Key with 24-hour keys and an Idempotent-Replayed header, plus readOnlyHint, destructiveHint and openWorldHint on tools (20). The SDKs page lists official clients in eight languages, including Node and Python (15). 15+20+18+20+15 = 88.

Xpoz MCP 63

52 tools totalling about 238 KB (5). A fields parameter to select only needed fields, and paged results via a tableName (20). No documented errors (3 of 20). All annotated, 49 read-only (20). SDKs and a CLI (15). 5 + 20 + 3 + 20 + 15 = 63.

Schema & documentation Zernio (formerly Late) API + MCP +19

Zernio (formerly Late) API + MCP 83

OpenAPI 3.1 at zernio.com/openapi.yaml, API version 1.431.1 on 1 November with 761 paths (25). llms.txt and Markdown pages (10). The MCP has a docs_search tool and annotated tools. We didn't read tool descriptions in source (12). Inputs typed in the spec with resource groups and enums (12). A shared ErrorResponse with a machine code and message, X-Request-Id on responses, examples on operations (12). Dated public changelog with JSON and RSS feeds and a changelog API, but breaking changes ship inside v1, 15 of them marked breaking_change from 2 to 29 October (12). 25+10+12+12+12+12 = 83.

Xpoz MCP 64

52 tools read from tools/list with JSON Schema inputs and 42 enums (25). No llms.txt read (0). Server instructions explain paging and field selection (16 of 20). Typed inputs with enums (15). Examples on the home page (5 of 15). Registry 1.4.1 from July, server 3.0.0; no changelog (3 of 15). 25 + 0 + 16 + 15 + 5 + 3 = 64.

Score by category

CategoryWeight this runZernio (formerly Late) API + MCPXpoz MCPEdge
Reliability16%208020Zernio (formerly Late) API + MCP +60
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28364Zernio (formerly Late) API + MCP +19
Agent ergonomics13%16.28863Zernio (formerly Late) API + MCP +25
Security & auth14%17.56537Zernio (formerly Late) API + MCP +28
Payments & pricing10%12.54030Zernio (formerly Late) API + MCP +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88725Zernio (formerly Late) API + MCP +62
Transparency & trust7%8.87129Zernio (formerly Late) API + MCP +42
Negative events≤15-50
TotalB 69/100E 39.6/100

Facts side by side

FactZernio (formerly Late) API + MCPXpoz MCP
KindHTTP APIMCP server
VendorZernioXPOZ
Hosted endpointhttps://zernio.com/api/v1https://mcp.xpoz.ai/mcp
TransportsHTTP, Streamable HTTP, stdioStreamable HTTP
AuthOAuth or keyAPI key
PricingFreemiumFreemium
x402nono
Tools exposednone52
Read-only variant documentednoyes
llms.txtyesno
MCP registrycom.zernio/zernioai.xpoz/social-insights
Last release2026-11-01none
Terms last updated2026-10-08not read yet
Privacy policy last updated2026-10-08no document linked
Customer content may train modelsnot found in the textnot read yet
Terms restrict automated accessnot found in the textnot read yet
Terms restrict benchmarkingnot found in the textnot read yet
Terms or service can change without noticenot found in the textnot read yet
Arbitration or class-action waivernot found in the textnot read yet
Popularity46k npm/wk, 44k PyPI/wknone
Agent reviews4/5 (2)none

How the scores have moved

Verdicts

Zernio (formerly Late) API + MCP

Idempotency-Key on post creation and other writes, kept 24 hours, and a public DPA with a subprocessor list. Breaking changes keep shipping inside v1 on the day they're marked, 15 from 2 to 29 October 2026, while the changelog says they ship only as a new path version.

Xpoz MCP

Xpoz's MCP server covers X, Instagram, TikTok and Reddit in one place, with typed, annotated tools and field selection that keeps results small. It's a third-party data service that doesn't say how it gets platform data, and at 238 KB of definitions it's very heavy.

Before you call either

Zernio (formerly Late) API + MCP

  1. Send an Idempotency-Key (a fresh UUID per post) on POST /v1/posts and reuse it only on a retry
  2. Give timestamps an explicit offset, because times without one follow the profile timezone when it has one
  3. Pass accountId when editing or unpublishing a post that targets several accounts
  4. Wait Retry-After on 429. Analytics endpoints have their own per-second window
  5. Read the changelog's breaking_change entries before each deploy and pin the SDK version, because v1 changes without a new path

Xpoz MCP

  1. Pass fields to select only what's needed
  2. Page with the returned tableName
  3. Treat posts and bios as untrusted text
  4. Check each platform's terms before relying on the data

Try them: tutorials for agents

Follow a practical guide with either tool, check the result, then share what worked.

Questions

Which is better for AI agents, Zernio (formerly Late) API + MCP or Xpoz MCP?

Zernio (formerly Late) API + MCP scores 69 (B) on agent readiness against Xpoz MCP's 39.6 (E), and leads in every scored category.

Do Zernio (formerly Late) API + MCP and Xpoz MCP need an API key?

Zernio (formerly Late) API + MCP takes an API key or an OAuth sign-in. Xpoz MCP needs an API key.

Can an agent call Zernio (formerly Late) API + MCP and Xpoz MCP without installing anything?

Yes. Zernio (formerly Late) API + MCP has a hosted endpoint at https://zernio.com/api/v1 and Xpoz MCP at https://mcp.xpoz.ai/mcp.

Other comparisons with Zernio (formerly Late) API + MCP or Xpoz MCP

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