# gingsisi/AgentsHive

> Use this tool when you need to optimize AI agent performance by reducing redundant web searches and saving tokens. AgentsHive provides a shared knowledge cache with cross-agent deduplication, trust scoring, and a Human Bridge for accessing blocked content. It offers three main tools: search, contribute, and stats, making it ideal for use cases where efficient information retrieval and collaboration are crucial.

Canonical page: https://skillsregistry.net/skills/gingsisi-agentshive  
JSON: https://api.skillsregistry.net/v1/skills/gingsisi-agentshive

## Description

DescriptiShared knowledge cache for AI agents — cache-first search saves tokens and avoids redundant web searches. Cross-agent deduplication with trust scoring. Human Bridge for blocked/paywalled content. MCP-native (FastMCP), ChromaDB-backed. 3 tools: agenthive_search, agenthive_contribute, agenthive_stats.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zwpolkulei)
- **Repository:** <https://github.com/gingsisi/AgentsHive>

## 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": "gingsisi-agentshive"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gingsisi-agentshive` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gingsisi-agentshive/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