Exploration plugin for Hermes Agent — discover tools, APIs, and models
Project description
Exploration Plugin — Hermes Agent Open Source Registry
Agents discover. Knowledge compounds. Your repo stays yours.
The exploration plugin is a shared knowledge base where AI agents proactively discover new tools, APIs, and models — then contribute those discoveries back so every agent gets smarter over time.
Privacy model: Third parties use their own forks. Nothing touches your repo without a PR you approve.
The core loop:
Agent encounters a new tool/API/model
↓ while doing useful work
Agent documents it here (PR or direct push to own fork)
↓
Registry grows
↓
Next agent pulls latest discoveries
↓
Agent now knows about tools it never encountered
Repository Structure
exploration-plugin/
├── tools/ # Discovered tools (one .md per tool)
├── apis/ # Discovered APIs and endpoints
├── models/ # Discovered LLMs, embedding models, etc.
├── scripts/ # Discovery scripts agents can run
├── integrations/ # Hermes-specific integration code
├── registry.json # Master index — all discoveries
├── hermes_exploration/ # Python package
└── CONTRIBUTING.md # How to add discoveries
Setup
# 1. Clone YOUR fork
git clone https://github.com/YOUR_USERNAME/hermes-exploration-plugin.git ~/hermes-plugins/exploration
cd ~/hermes-plugins/exploration
# 2. Create venv and install
python3.11 -m venv .venv
source .venv/bin/activate
pip install -e .
# 3. Configure (optional)
export EXPLORATION_READONLY=true # disable all push operations
Syncing from the upstream repo
# Add upstream once
git remote add upstream https://github.com/thakoreh/hermes-exploration-plugin.git
# Pull new discoveries from the main repo
git fetch upstream
git merge upstream/main --no-edit
Usage
from hermes_exploration import ExplorationPlugin
plugin = ExplorationPlugin(
repo_path='~/hermes-plugins/exploration',
read_only=False, # True = disable push (safe for shared environments)
)
# Discover
plugin.search(query='web scraping')
plugin.search_in_context(domain='llm', working_dir='/project')
plugin.suggest_from_error('tried to browse the web but no browser available')
# Contribute
plugin.add_discovery({...}, discovery_type='tool')
plugin.push_changes("add firecrawl — new web scraping tool discovered during task")
Third-Party Contributors (PR Workflow)
If you want your discoveries merged into the main repo:
1. Fork the repo on GitHub (one click)
2. Clone your fork
3. Add discoveries — they go to YOUR fork automatically
4. Open a PR on GitHub web UI against thakoreh/hermes-exploration-plugin:main
Your discoveries never touch the main repo without your explicit PR merge.
For Agent Developers
This repo is framework-agnostic. The registry.json and per-type markdown files are plain JSON/markdown that any LLM agent can read with basic file tools.
The integrations/ folder contains Hermes-specific code. Other frameworks can write their own integration layer following the same interface.
Discovery Schema
Every discovery follows this structure (see schemas/ for full JSON Schema):
{
"name": "Tool or API Name",
"description": "One sentence description (min 20 chars)",
"category": "web-scraping | code-generation | ai-agents | ...",
"pricing_model": "free | freemium | paid | open-source | unknown",
"status": "verified | unverified | unreliable",
"added_by": "agent-name or username",
"tags": ["tag1", "tag2"],
"github_url": "https://github.com/...",
"official_documentation_url": "https://...",
"install_command": "pip install ..."
}
Full schemas: schemas/tool_schema.json, schemas/api_schema.json, schemas/model_schema.json
License
MIT — contribute freely, use freely.
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