customizable-gpt-chatbot MCP Server
shamspias/customizable-gpt-chatbot
[](https://agentrank-ai.com/tool/shamspias--customizable-gpt-chatbot/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Veldra — talk an agent into existence, then watch it grow. A self-hostable, local-first agent platform: describe what you need in plain language and it compiles a working agent tools, MCP, RAG, teams. The more you use it, the better it gets agents learn from your feedback and reshape as you talk.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
shamspias/customizable-gpt-chatbot is a Python agent tool. Veldra — talk an agent into existence, then watch it grow. A self-hostable, local-first agent platform: describe what you need in plain language and it compiles a working agent tools, MCP, RAG, teams. The more you use it, the better it gets agents learn from your feedback and reshape as you talk. Topics: artificial-intelligence, chatbot, data-preprocessing, machine-learning, nlp, python, conversational-ai, voice-chat, voice-recognition, voice-to-text, voice-transcription, natural-language-processing, autogpt, agent-harness, claude-skills, harness, harness-engineering, harness-skills, skills.
Ranked #5432 out of 24846 indexed tools.
Ecosystem
Score Breakdown
405 stars → growing community
Last commit 4mo ago → stale
14/14 issues closed → responsive maintainer
1 contributor → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
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[](https://agentrank-ai.com/tool/shamspias--customizable-gpt-chatbot/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) <a href="https://agentrank-ai.com/tool/shamspias--customizable-gpt-chatbot/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/shamspias--customizable-gpt-chatbot" alt="AgentRank"></a> Matched Queries
From the README
<div align="center"> # Veldra ### Talk an agent into existence. **A self-hostable, local-first agent-harness platform.** Describe what you need in plain language — Veldra compiles it into a *working agent*: its policy, tools, **skills**, a RAG knowledge base, a reasoning method, even a whole **team**. Route a task to the right agent automatically, connect external tools over **MCP**, and reshape anything later just by talking to it. Agents **learn from your feedback** and improve. </div> > **The one load-bearing idea:** an agent is *data*, not code — a versioned > `AgentSpec` row in Postgres. "Build me an agent" = compile natural language → > validated `AgentSpec`. "Change it" = a JSON-Patch you approve. The runtime is a > pure interpreter of that spec. --- ## ✨ Highlights - **Type a task — it routes or builds.** A smart composer auto-selects the best existing agent for what you typed, or builds a new agent from the prompt and drops you straight into its chat. - **A real woRead full README on GitHub →
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