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brain-in-the-fish MCP Server

fabio-rovai/brain-in-the-fish

Score: 53.3 Rank #55 Agent Framework
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Evaluate anything. Predict everything. Hallucinate nothing. — SNN-verified document evaluation & prediction credibility MCP server.

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Overview

fabio-rovai/brain-in-the-fish is a Rust MCP server licensed under MIT. Evaluate anything. Predict everything. Hallucinate nothing. — SNN-verified document evaluation & prediction credibility MCP server. Topics: ai, anti-hallucination, bayesian, document-evaluation, epistemology, knowledge-graph, mcp-server, multi-agent, ontology, owl, rdf, rust, snn, spiking-neural-network, prediction-credibility.

Ranked #55 out of 129 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Rust MIT
aianti-hallucinationbayesiandocument-evaluationepistemologyknowledge-graphmcp-servermulti-agentontologyowlrdfrustsnnspiking-neural-networkprediction-credibility

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"mcp server""mcp-server"

From the README

<p align="center">
  
</p>

<h1 align="center">Brain in the Fish</h1>

<p align="center">
  <strong>Evaluate anything. Predict everything. Hallucinate nothing.</strong>
  <br>
  <em>Evidence-verified document evaluation & prediction credibility — the brain that MiroFish was missing.</em>
</p>

<p align="center">
  
  
  
  
</p>

<p align="center">
  <a href="README.md">English</a> | <a href="README-CN.md">中文</a> | <a href="README-JP.md">日本語</a>
</p>

---

## Screenshots

<p align="center">
  
  <br><em>Hierarchical knowledge graph — document structure, evaluation criteria, agent panel, and scoring connected in one tree</em>
</p>

<p align="center">
  
  <br><em>Detail panel showing ontology reasoning — what the node is, its structure, and why it exists in the knowledge graph</em>
</p>

<p align="center">
  
  <br><em>Evidence node inspection — properties, ontology role, connections, and provenance</em>
</p>

---

## What It Does

A Rust MCP server that evaluates any document against a
Read full README on GitHub →

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