TapeAgents — Agent Tool by ServiceNow

by ServiceNow · Agent Tool · ★ 303

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About TapeAgents

TapeAgents TapeAgents is a framework that leverages a structured, replayable log (Tape) of the agent session to facilitate all stages of the LLM Agent development lifecycle. In TapeAgents, the agent reasons by processing the tape and the LLM output to produce new thoughts, actions, control flow steps and append them to the tape. The environment then reacts to the agent’s actions by likewise appending observation steps to the tape. Why TapeAgents Key features: Build your agent as a low-level state machine, as a high-level multi-agent team configuration, or as a mono-agent guided by multiple

agenticagentsai-agentsfinetuningllm-agentmulti-agentmulti-agent-simulationprompt-tuning

Quick Facts

Stars303
Forks38
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score42.7/100
Open Issues30
Last Updated2025-12-16
Created2024-09-13
Platformspython
Est. Tokens~12764k

Compatible Skills

These tools work well together with TapeAgents for enhanced workflows:

  • Fast-LLM-Agent-MCP — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • NagaAgent — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (57%)
  • solace-agent-mesh — semantic(0.33)+complementary+same_lang+similar_pop+shared_platform (56%)
  • agent-builder — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)

TapeAgents alternative? Top 6 similar tools

Looking for a TapeAgents alternative? If you're comparing TapeAgents with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • awesome_ai_agents by jim-schwoebel · ⭐ 1.5k

    🤖 A comprehensive list of 1,500+ resources and tools related to AI agents.

  • sre by SmythOS · ⭐ 1.2k

    The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular,

  • Fast-LLM-Agent-MCP by omerbsezer · ⭐ 79

    This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands

  • SimpleLLMFunc by NiJingzhe · ⭐ 78

    A simple and well-tailored LLM application framework that enables you to seamlessly integrate LLM capabilities

  • AgenticRAG-Survey by asinghcsu · ⭐ 1.5k

    Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents.

  • takt by nrslib · ⭐ 1.1k

    TAKT Agent Koordination Topology - Define how AI agents coordinate, where humans intervene, and what gets reco

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Frequently Asked Questions

What is TapeAgents?

TapeAgents is TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle. It is categorized as a Agent Tool with 303 GitHub stars.

What programming language is TapeAgents written in?

TapeAgents is primarily written in Python. It covers topics such as agentic, agents, ai-agents.

How do I install or use TapeAgents?

You can find installation instructions and usage details in the TapeAgents GitHub repository at github.com/ServiceNow/TapeAgents. The project has 303 stars and 38 forks, indicating an active community.

What license does TapeAgents use?

TapeAgents is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to TapeAgents?

The top alternatives to TapeAgents on Agent Skills Hub include awesome_ai_agents, sre, Fast-LLM-Agent-MCP. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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