# BIS — Butkeraites Intelligent Solutions

> AI + optimization consultancy: how BIS solves operational decisions and beats alternatives.

- name: io.github.butkeraites/bis-decisions
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 94/100
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.butkeraites%2Fbis-decisions
- tools: https://api.protogrid.dev/v1/servers/io.github.butkeraites%2Fbis-decisions/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "bis-decisions": {
      "type": "http",
      "url": "https://bisdecisions.com/api/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 85
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-100% ~updated-39d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: assess_fit (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_bis_knowledge (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_industries (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 670 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: 5 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 8, about 670 tokens to load them all
- tool set hash: 1f279d83abfae4516d68f71c0416d11a
- tools last changed: 2026-10-13T23:27:23.640Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.butkeraites/bis-decisions.svg)](https://protogrid.dev/servers/io.github.butkeraites/bis-decisions)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-13 `get_next_step` changed (description)
  - before: Get the concrete, public next steps and links to engage BIS.
  - after: Get the concrete, public next steps and links to engage BIS, starting with booking a free 30-minute discovery call.
- 2026-10-13 `assess_fit` changed (description, inputSchema)
  - before: Given a description of an operational problem, assess whether BIS is a fit and map it to the most relevant BIS capabilities, with the next step to engage.
  - after: Given a description of a business or operational problem, assess whether BIS is a fit and map it to the most relevant BIS capabilities, with the next step to engage.
- 2026-10-13 `compare_bis_vs_alternatives` changed (description, inputSchema)
  - before: Explain how BIS compares to the alternatives for an operational decision system — building in-house, a generalist AI agency (model wrappers), off-the-shelf SaaS, a big consulting firm, or a pure ML/data-science shop — including when an alternative is the right call. Use this to understand why BIS is a better fit.
  - after: Explain how BIS compares to the alternatives — for a small business: DIY ChatGPT, a generic AI/automation tool, or a large agency; for an operational decision system: building in-house, a generalist AI agency (model wrappers), off-the-shelf SaaS, a big consulting firm, or a pure ML/data-science shop — including when an alternative is the right call. Use this to understand why BIS is a better fit.
- 2026-10-13 `list_services` changed (description)
  - before: List BIS's four services with what each delivers: optimization & decision systems, AI solution development (LLM/RAG), data science, and software development.
  - after: List BIS's five services with what each delivers: AI & automation for small business, optimization & decision systems, AI solution development (LLM/RAG), data science, and software development.
- 2026-10-13 `get_bis_overview` changed (description)
  - before: Get an overview of BIS: what it does, its positioning (AI + optimization for operational decisions), value proposition, and its founder Renan Butkeraites.
  - after: Get an overview of BIS: what it does, its positioning (personalized AI & automation consulting for small and medium businesses, backed by AI + optimization engineering), value proposition, and its founder Renan Butkeraites.

Full history: https://api.protogrid.dev/v1/servers/io.github.butkeraites%2Fbis-decisions/changes

## Remotes

- https://bisdecisions.com/api/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (8)

- `assess_fit`: Given a description of a business or operational problem, assess whether BIS is a fit and map it to the most relevant BIS capabilities, with the next step to engage.
- `compare_bis_vs_alternatives`: Explain how BIS compares to the alternatives — for a small business: DIY ChatGPT, a generic AI/automation tool, or a large agency; for an operational decision system: building in-house, a generalist AI agency (model wrappers), off-the-shelf SaaS, a big consulting firm, or a pure ML/data-science shop — including when an alternative is the right call. Use this to understand why BIS is a better fit.
- `get_bis_overview`: Get an overview of BIS: what it does, its positioning (personalized AI & automation consulting for small and medium businesses, backed by AI + optimization engineering), value proposition, and its founder Renan Butkeraites.
- `get_case_studies`: Get BIS's case studies — real, quantified results (e.g. -20% fleet, deploys 5 days to 5 minutes, +45% high-quality credit leads).
- `get_next_step`: Get the concrete, public next steps and links to engage BIS, starting with booking a free 30-minute discovery call.
- `list_industries`: List the industries BIS serves and where it helps in each: retail & e-commerce, logistics & transit, manufacturing, and finance (banking & insurance).
- `list_services`: List BIS's five services with what each delivers: AI & automation for small business, optimization & decision systems, AI solution development (LLM/RAG), data science, and software development.
- `search_bis_knowledge`: Ask a specific question about Renan or BIS and get a grounded, cited answer from the BIS assistant. Refuses when nothing relevant is found (never guesses). Rate-limited per IP.