io.github.Eshwarravula/business-oss
https://onekivo.vercel.app/api/business-oss/mcp ↗
Description
Verified business OSS MCP for search, RSS, crawling, documents, browser, media and transcription.
What our measurements say
io.github.Eshwarravula/business-oss is a remote MCP server published at onekivo.vercel.app. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 1,188 ms, a delay an agent will notice. It offers a narrow, focused set of 5 tools. On the protocol side it speaks the 2026-07-28 stateless spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- searxng_search and rsshub_fetch have clear, specific purposes with well-defined parameters.
- github_job_template provides precise input requirements for generating GitHub Actions jobs.
Weaknesses
- Tool names like 'list_stack' and 'business_tool_routes' are ambiguous and do not clearly indicate their functions.
- Descriptions often omit use cases, making it unclear when to invoke specific tools.
- No documentation of error handling or constraints for any tool.
list_stack— Name and description do not clarify the routing logic or tool selection criteria.business_tool_routes— Description lacks context on business-specific scenarios or decision factors.github_job_template— Input parameter 'input' is an object but lacks schema details for validation.
Verdict
Event narrative
Sign up free to generateSchema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 228ms → warm 228ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_stackList the 15 open-source tools and how ChatGPT should route each capability.
business_tool_routesReturn the recommended OSS tool chain for each business.
searxng_searchSearch the public web through a live SearXNG instance pool.
querystringrequiredlimitinteger
rsshub_fetchFetch an RSSHub route using a failover pool of public RSSHub instances.
routestringrequired
github_job_templateGenerate the exact GitHub Actions job JSON for a heavy OSS worker accessible through the connected GitHub account.
toolstringrequiredinputobjectrequired
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Dual-era
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/io-github-eshwarravula-business-oss)<a href="https://mcpmetrics.io/servers/io-github-eshwarravula-business-oss"><img src="https://mcpmetrics.io/badge/io.github.Eshwarravula/business-oss/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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