MCP Server the Character Vector Database
@HarmoniaEpic
About MCP Server the Character Vector Database
No overview available yet
Config
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"mcp-server-character-vector-database": {
"command": "python",
"args": [
"main.py"
]
}
}
}Tools
No tools detected
We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.
Overview
What is MCP Server the Character Vector Database?
MCP Server the Character Vector Database is a vector database system for managing complex internal states, emotions, relationships, and memories of agentic AI characters. It integrates with AI assistants through the Model Context Protocol (MCP) and is intended for AI character developers.
How to use MCP Server the Character Vector Database?
Install Python 3.8+, clone the repository, and install dependencies with pip install -r requirements.txt. Start the MCP server with python main.py, or python main.py test for test mode. Configure it in Claude Desktop by adding the server command to claude_desktop_config.json.
Key features of MCP Server the Character Vector Database
- Character profile management with personality traits, values, goals, and fears
- Session continuity with state persistence between sessions
- Oscillation pattern analysis using secure entropy and pink noise
- Document integration for loading and searching system documentation
- Security-focused implementation with no dynamic compilation or pickle
- MCP protocol integration for seamless AI assistant connectivity
Use cases of MCP Server the Character Vector Database
- Maintaining a consistent character persona across multiple AI interaction sessions
- Storing and retrieving conversation history and character memories
- Analysing character evolutionary trends over time
- Managing relationship states between characters and users
- Providing secure entropy and oscillation metrics for character behavior modulation
FAQ from MCP Server the Character Vector Database
What are the runtime requirements?
Python 3.8 or later, pip or conda, and standard dependencies (ChromaDB, Sentence Transformers) installed via requirements.txt.
How do I resolve a ChromaDB initialization error?
Delete the ./chroma_db directory and restart the server to force reinitialization.
What security measures are implemented?
No dynamic compilation, no pickle, no subprocess calls, path traversal attack prevention, secure file permissions, and strict session ID validation.
How are sessions managed?
Sessions can be started (start_session), resumed (resume_session), and exported (export_session_data). Session state includes oscillation buffer data and is stored in secure JSON files.
What data types are supported?
The system supports 19 data types including conversation, memory, internal state, relationship, engine state, oscillation pattern, and character profile data.
Frequently asked questions
What are the runtime requirements?
Python 3.8 or later, pip or conda, and standard dependencies (ChromaDB, Sentence Transformers) installed via `requirements.txt`.
How do I resolve a ChromaDB initialization error?
Delete the `./chroma_db` directory and restart the server to force reinitialization.
What security measures are implemented?
No dynamic compilation, no pickle, no subprocess calls, path traversal attack prevention, secure file permissions, and strict session ID validation.
How are sessions managed?
Sessions can be started (`start_session`), resumed (`resume_session`), and exported (`export_session_data`). Session state includes oscillation buffer data and is stored in secure JSON files.
What data types are supported?
The system supports 19 data types including conversation, memory, internal state, relationship, engine state, oscillation pattern, and character profile data.
Basic information
More Databases MCP servers
Elasticsearch/OpenSearch MCP Server
cr7258A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.
Multi Database MCP Server
FreePeakA powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
Sqlite
modelcontextprotocolModel Context Protocol Servers
mcp_mysql_server
xwb602625136Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展
MCP Alchemy
runekaagaardA MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.
Comments