Databar vs Gojiberry

Databar 73

Closed service. Python SDK 2.9.0 on 30 October 2026, 7 days before this check (30). SDK 2.7.0 and 2.8.0 on 6 October and changelog entries on 23, 24, 27, 28, 29 and 30 September and 1 October (20). A public changelog, roadmap and feedback portal, an email address, and a Slack channel on Scale (10 of 15). An official Python SDK and CLI, no other languages (10 of 15). Package health not checked (3 of 10). 30+20+10+10+3 = 73.

Gojiberry 20

No changelog or dated API release was found. The developer docs carry no dates, and their sitemap stamps record no change. The newest dated evidence is help-centre editing. The MCP article is dated 29 September 2026 and the API article 21 August 2026, so the partial credit for activity inside 90 days is kept (15 of 30). No dated releases to count (0). Live chat and hello@gojiberry.ai for support, not tested, and no public changelog (5 of 15). No readable registry page names the server and no official SDKs exist (0). Package health 5 to 0, an in-between value with no package behind it. 15 + 0 + 5 + 0 + 0 = 20.

Databar 28

Hosted lines. No status page linked from the site or docs (0). No incident history to read (5). The 20 August changelog says rate limits return 429, but no numbers were found in the docs read (5 of 15). The SDK backs off on 429 per the 28 September entry, tasks can be cancelled with a refund, and no Retry-After or idempotency key is documented (8 of 15). No SLA found (0). The MCP server left beta on 15 July 2026 and the API is generally available (10). 0+5+5+8+0+10 = 28.

Gojiberry 70

Graded with the hosted lines. Status page at status.gojiberry.ai on Better Stack with two components, gojiberry.ai and api.gojiberry.ai, and 90-day bars. Neither names ext.gojiberry.ai or mcp.gojiberry.ai, the hosts an agent calls, so the page has no component for the product (15, was 20). Both show 100 per cent, and the incident history lists none for September, October or November 2026 (August per the 8 October check). The page has not been shown to post any incident, so 20 rather than a clean record (was 22, an in-between value; tldv, zamp). The quickstart and the OpenAPI file state 100 requests a minute and 100,000 a day per account, shared by all keys and MCP connections, with lower limits on some endpoints (15). 429 line 7 to 10. Requests over a limit now get 429 Too Many Requests with a Retry-After header and the instruction to wait that long before retrying. No idempotency keys or safe-retry guidance for writes, so Retry-After alone (10). No SLA found, and the terms say the service is supplied as is (0). API version 1.0 with no beta label (10). 15 + 20 + 15 + 10 + 0 + 10 = 70.

Databar 35

No x402, MPP or L402 (0). Plan prices and credits are public, and each connector's credit cost is shown before a run and in the enrichment's pricing field; credits aren't sold per call outside a plan (15 of 20). A 14-day premium trial with no card, per the pricing FAQ (20). A person signs up in a browser, and API access needs a paid plan (0). 0+15+20+0 = 35.

Gojiberry 10

No x402, MPP or L402 (0). The Pro plan is public at $99 a month, and credit costs per action are published, but no dollar price per credit was found (10). There's a free trial, and the help centre says the subscription then starts on the saved payment method, so we read it as needing a card. We didn't open the signup form (0). A person signs up in a browser and the terms forbid account creation by bots (0). 0 + 10 + 0 + 0 = 10.

Databar 47

A workspace API key in a header, never in the URL, and OAuth on the MCP with a Connected apps page to revoke access. No scopes found (20 of 30). No read-only key; MCP balance checks and confirmation above 50 credits, a 30-day trash for workbooks and tables, but row, column and table deletes through the tools (12 of 20). Enrichment results include web-scraped and AI researcher text, with no prompt-injection guidance (3 of 15). Credit usage charts, transaction logs and per-request data logs (12 of 15). No security.txt, disclosure policy, bug bounty or certification found (0 of 20). 20+12+3+12+0 = 47.

Gojiberry 31

Credential line 18 to 20. Bearer API keys created in the app and shown once, now with a documented way to revoke them (deleting a key in Settings, API cuts its access at once). No scopes, and an organisation owner's key can act as any member through x-impersonate-user-id. The MCP server signs users in with OAuth and creates a key named after the client app (20 of 30). No read-only mode on the API. The MCP page says tools that change data are flagged so clients can ask first, and warns that send_unibox_message and the deletes can't be undone, but the server enforces nothing (3 of 20). Results carry LinkedIn profile text and inbound messages, with no prompt-injection guidance found (2 of 15). Campaign and agent logs and team activity through the API, a credit usage history in the app, no per-key call log found (6 of 15). No security.txt (404 on 4 November), disclosure policy, bounty or certification found. The privacy policy states encryption in transit and at rest, which is none of the programme line's items, so the line is 0 (was 3, a value with no programme evidence behind it). 20 + 3 + 2 + 6 + 0 = 31.

Databar 84

Each API reference page embeds its OpenAPI 3.1 operation (spec version 0.1.2), with no downloadable file found (20 of 25). llms.txt with 79 API entries and Markdown twins (10). Descriptions say when to use each endpoint, such as headless runs against table runs, and what a delete leaves behind (16 of 20). Typed request bodies with required fields (12 of 15). An error envelope with stable codes and examples for 400, 406 and 422 (14 of 15). v1 paths and a dated changelog, though the API's own versioning isn't described (12 of 15). 20+10+16+12+14+12 = 84.

Gojiberry 71

Gojiberry moved its developer docs to dev.gojiberry.ai (Mintlify), and ext.gojiberry.ai/documentation now redirects there. Public OpenAPI 3.0.0 file, version 1.0, with 56 operations on 45 paths, linked from the docs' llms.txt under OpenAPI Specs (25). llms.txt 0 to 10. dev.gojiberry.ai serves llms.txt and every page as Markdown. 47 of 56 operations carry a description, and many say when to use them, such as the async enrichment routes for MCP clients and free search before paid reveal (15 of 20). 25 enums, 23 required lists and 50 required parameters, but search results are untyped objects and only four length bounds appear (9 of 15). 73 examples and curl samples. Error responses are a status code and a sentence, none of the 53 error responses has a body schema (8 of 15). A /v1 path and version 1.0, with no changelog found (4 of 15). 25 + 10 + 15 + 9 + 8 + 4 = 71.

Databar 66

69 MCP tools with no toolsets found (5), and REST row reads sized by per_page with has_next_page (10 of 25 for the two together). Pagination, row filters and a search parameter on enrichments (16 of 20). Errors name the fix, such as unknown columns with the available ones, 406 for credits, 409 for a stale internal_version and 410 for expired results (18 of 20). Upserts by key, version tokens on flow edits, cancel with refund, and MCP confirmation above 50 credits; MCP tool annotations not confirmed (13 of 20). Python SDK and a CLI, one language (9 of 15). 10+16+18+13+9 = 66.

Gojiberry 55

On the API, search returns masked rows until revealed, but a Contact has 75 fields and no field selection (14 of 25). page and limit on lists, eleven filters on contacts and fifteen on lead search (17 of 20). Status codes are documented per operation, with 402 for credits, 409 and 422. Bodies are {message, statusCode} and there's no error catalogue (11 of 20). No idempotency keys. Search is deterministic, a deleted contact can't be created again, and failed enrichments cost nothing. The MCP page says tools that change data are flagged, which we couldn't read from the server (7 of 20). Few required parameters and stated defaults, no official SDKs (6 of 15). 14 + 17 + 11 + 7 + 6 = 55.