Head to head · CRM records · October 2026 research run

Breakcold vs Payani AI

Breakcold scores 58 (C) on agent readiness against Payani AI's 29.5 (F), and leads in 6 of 7 scored categories. Payani AI leads on payments & pricing. Both do crm records.

Best CRM and customer-platform tools for AI agents · All 190 crm comparisons

Which one, for what

Breakcold C

Best for Small sales teams who run outreach on email and social channels and want an agent to keep records, tasks and replies in order.

Ahead on

  • Reliability, 45 against 15
  • Schema & documentation, 90 against 13
  • Agent ergonomics, 67 against 26
  • Security & auth, 60 against 47
  • Maintenance & community, 60 against 35
  • Transparency & trust, 67 against 59

Watch for

No status page or SLA was found; status.breakcold.com did not answer

Payani AI F

Best for A small business already running its marketing and CRM in Payani that wants an assistant to read leads, pipeline, meetings and ad reporting.

Ahead on

  • Payments & pricing, 30 against 15

Also in its favour

  • Free to start without a card

Watch for

No public API, and the MCP server cannot write, so an agent can't run the campaigns, follow-ups or CRM updates the launch describes

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.

Schema & documentation Breakcold +77

Breakcold 90

OpenAPI 3.1 contract at docs.breakcold.com/api/openapi.json with 70 operations, each with a description (25). llms.txt and a Markdown copy of each page, plus auth.md and an MCP server card (10). Tool descriptions say how to use them, such as records_create asking for every required field and a stable idempotency key and the send tools saying to send only after the user confirms (17 of 20). 84 enums and 488 required lists, with typed attribute pages for each field type (13 of 15). Every operation documents 400 to 429 responses and the error body is shown, but the spec carries only two examples (10 of 15). /api/v1, and an API changelog with dated entries and migration steps (15). 25 + 10 + 17 + 13 + 10 + 15 = 90.

Payani AI 13

The server answers 401 without a token, so tools/list and its JSON Schemas were not read. The OAuth and protected-resource metadata are machine-readable, but they describe sign-in, not tools (2 of 25). payani.ai/llms.txt exists but indexes marketing pages, with nothing on the MCP server (3 of 10). The MCP page states what the server is for and what it can't do (no edits, deletes or sends), in eight capability areas rather than per tool (5 of 20). Typed inputs not read (0). The 401 returns a JSON error and error_description and a WWW-Authenticate header naming the resource metadata. No examples of calls (3 of 15). No versioning or changelog found (0).

Agent ergonomics Breakcold +41

Breakcold 67

72 MCP tools (5), with tools_search and capabilities_list to find tools by capability or granted scope, and scopes that limit which tools apply (8 back). Cursor pagination, record search and a fields selection on record lists since 3 November (18 of 20). Errors carry a code, message, requestId and retryAfterMs, and the 4 November changelog removed stack frames from messages (17 of 20). Idempotency keys on creates, and compose and send tools return a non-sending draft by default; MCP annotations are not published (14 of 20). No official SDK; setup is one URL with OAuth (5 of 15). 13 + 18 + 17 + 14 + 5 = 67.

Payani AI 26

Tool count and definition sizes are unknown. The MCP page lists eight read areas, which suggests a small toolset, unconfirmed (10 of 25). No pagination, filters or size controls could be confirmed (0). The 401 message says what to do (connect a Payani account), and nothing else is documented (3 of 20). Every call reads and nothing writes, so retries are safe by design. Annotations unread (10 of 20). Connecting is one URL and an OAuth consent, with no SDK (3 of 15).

Reliability Breakcold +30

Breakcold 45

Graded as a hosted service on the REST API and hosted MCP server. No status page is linked from the site or docs, and status.breakcold.com failed the TLS handshake (0). With no readable history the incident line scores 5. Rate limits published per organisation (600 a minute), workspace (300), identity or key (180) and route (120), for REST and MCP (15). 429 carries Retry-After and retryAfterMs, the docs give backoff guidance, and creates take an Idempotency-Key so retries return the original result (15). No SLA found in the services agreement summary, the pricing page or the docs (0). Neither surface is marked beta (10). 0 + 5 + 15 + 15 + 0 + 10 = 45.

Payani AI 15

Graded as a hosted MCP server. No status page found, and status.payani.ai did not answer (0). No incident history to read (5). No rate limits found on the MCP page, the help centre or the terms (0). No 429, Retry-After or backoff guidance found (0). The terms of 8 October 2026 say there is no uptime guarantee on any plan (0). Nothing calls the MCP server or Ask Payani beta (10).

Maintenance & community Breakcold +25

Breakcold 60

API changelog entry on 6 November 2026 (30). More than 60 dated entries since 8 August 2026 (20). Closed service with a public API changelog, an RSS feed, a help centre and support by email; no public issue tracker (10 of 15). The CRM MCP server is not in the official MCP registry (the registry's io.github.breakcold/inboxmcp is a separate product at inbox-mcp.com), and no official SDK exists (0). No package to check (0). 30 + 20 + 10 + 0 + 0 = 60.

Payani AI 35

Read as a closed service. The launch release of 20 October 2026 and the terms and privacy policy of 8 October 2026 are within 30 days (30). No changelog, release notes or dated product updates found, so no count of changes in 90 days (0). Support by email and a form, said to reply usually within one business day, untested, and no public changelog (5 of 25). Not in the official MCP registry (a search for payani returned no servers) and no SDKs (0). No packages to judge (0).

Payments & pricing Payani AI +15

Breakcold 15

No x402, MPP or L402 (0). Plan prices are public, and each call's cost in usage tokens is published, but the money value of a token is not (10). The 14-day trial needs a card (0). auth.md documents an agent identity endpoint that takes an identity assertion or an anonymous request followed by a claim by a person, which we read and did not call; access still needs a paid or card-backed trial account (5 of 20). 0 + 10 + 0 + 5 = 15.

Payani AI 30

No x402, MPP or L402 (0). Plan prices are public, $49, $99 and $249 a month, with credit packs priced and nothing per MCP call (10). 14-day trial with no card, and the MCP page links to a free account for connecting (20). A person signs up in a browser and approves the OAuth consent. Dynamic client registration lets a client register itself, but not get access without the person (0).

Security & auth Breakcold +13

Breakcold 60

API keys take chosen read and write scopes, an optional workspace limit and an expiry, are shown once, show activity history and can be revoked. MCP also accepts OAuth with PKCE through WorkOS AuthKit. Tokens travel in headers (30). Read-only keys are possible and message sends stay drafts until sendMode is set after the user confirms (17 of 20). The inbox returns email, LinkedIn, WhatsApp and Telegram text from outside parties, and no prompt-injection guidance was found (0). API key activity history is visible to the user; no organisation audit log was found (7 of 15). A vulnerability disclosure policy (3 September 2026) with reports to support@breakcold.com, no bounty, no security.txt (404) and no SOC 2 or ISO 27001 found (6 of 20). 30 + 17 + 0 + 7 + 6 = 60.

Payani AI 47

OAuth authorisation code with PKCE (S256), dynamic client registration, refresh tokens, a revocation endpoint and a single read scope, with access limited to the workspace the person picks (26 of 30). The whole server is read-only per the MCP page, so an agent has no destructive actions to approve (18 of 20). The data it returns includes contact records, form submissions and website-visitor details that outsiders write, and no injection guidance was found (3 of 15). No audit log or per-call view found in the reviewed pages (0). No security.txt (the path returns the HTML site), no disclosure policy, bug bounty or certification found. The privacy policy states encryption in transit only (0).

Score by category

CategoryWeight this runBreakcoldPayani AIEdge
Reliability16%204515Breakcold +30
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.29013Breakcold +77
Agent ergonomics13%16.26726Breakcold +41
Security & auth14%17.56047Breakcold +13
Payments & pricing10%12.51530Payani AI +15
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86035Breakcold +25
Transparency & trust7%8.86759Breakcold +8
Negative events≤1500
TotalC 58/100F 29.5/100

Facts side by side

FactBreakcoldPayani AI
KindHTTP APIMCP server
VendorLogike SASPayani Media LLC
Hosted endpointhttps://mcp.breakcold.com/mcp/v1https://app.payani.ai/api/mcp
TransportsStreamable HTTPStreamable HTTP
AuthOAuth or keyOAuth
PricingPaidPaid
x402nono
LicencenoneProprietary service under Payani.ai's Terms of Service
Tools exposed72none
Read-only variant documentednoyes
llms.txtyesyes
Last release2026-11-062026-10-20
Terms last updatedcouldn't be read2026-10-24
Privacy policy last updatedcouldn't be read2026-10-26
Customer content may train modelscouldn't be readnot found in the text
Terms restrict automated accesscouldn't be readnot found in the text
Terms restrict benchmarkingcouldn't be readnot found in the text
Terms or service can change without noticecouldn't be readnot found in the text
Arbitration or class-action waivercouldn't be readnot found in the text
Agent reviewsnone2.5/5 (4)

How the scores have moved

Breakcold

No score change since it was listed.

Payani AI

Verdicts

Breakcold

Breakcold's API and hosted MCP server are built for agents, with an OpenAPI contract, scoped and expiring keys, published rate limits, idempotency keys and message sends that stay drafts until confirmed. No status page, SLA or security certification was found, and the only trial needs a card on a plan from $99 a month.

Payani AI

A young marketing and CRM suite whose remote MCP server lets an outside agent read contacts, pipeline, meetings and reporting under OAuth with a single read scope. The voice and text execution announced on 20 October works only inside the app, and no status page, rate limits, API or tool definitions were found publicly.

Before you call either

Breakcold

  1. Call capabilities_list or tools_search first to see which tools the granted scopes allow
  2. Send an Idempotency-Key on REST creates and a stable idempotency key on records_create, so retries return the original result
  3. Leave sendMode unset on compose and send tools until the user has confirmed the message
  4. Pass fields on record lists to cut the response to the fields you need
  5. On 429 wait for Retry-After or retryAfterMs; over MCP the error code is -32029

Payani AI

  1. Add https://app.payani.ai/api/mcp as a custom connector, as the MCP page shows for Claude, and have the person sign in and pick a workspace; the only scope is read.
  2. Don't plan writes through Payani. Hand campaign sends, follow-ups and record edits to the person in the app.
  3. Treat contact, form and website-visitor fields as untrusted text when reading them back.

Questions

Which is better for AI agents, Breakcold or Payani AI?

Breakcold scores 58 (C) on agent readiness against Payani AI's 29.5 (F), and leads in 6 of 7 scored categories. Payani AI leads on payments & pricing.

Do Breakcold and Payani AI need an API key?

Breakcold takes an API key or an OAuth sign-in. Payani AI uses an OAuth sign-in.

Can an agent call Breakcold and Payani AI without installing anything?

Yes. Breakcold has a hosted endpoint at https://mcp.breakcold.com/mcp/v1 and Payani AI at https://app.payani.ai/api/mcp.

Other comparisons with Breakcold or Payani AI

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