# PolyNeural.ai Knowledge Graph MCP Bundle

> Use this tool when you need to enhance AI agents with persistent memory and advanced knowledge management capabilities. It solves problems related to entity and relationship management, trend analysis, and smart information ranking, by providing a comprehensive knowledge graph platform. The tool accepts various data inputs and outputs structured knowledge graphs, making it ideal for use cases requiring complex data organization and insights.

Canonical page: https://skillsregistry.net/skills/polyneural-ai-mcpb  
JSON: https://api.skillsregistry.net/v1/skills/polyneural-ai-mcpb

## Description

Provides AI agents with persistent memory and knowledge management through a comprehensive knowledge graph platform. Enables storing, searching, and managing entities, relationships, and observations with advanced features like trending analysis and smart ranking.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-04-22

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/cwklgzrpfo)
- **Repository:** <https://github.com/PolyNeural-ai/mcpb>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "polyneural-ai-mcpb"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/polyneural-ai-mcpb` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/polyneural-ai-mcpb/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt