recommended number of tools per agent - SERP Analysis

https://achan2013.medium.com/how-many-tools-functions-can-an-ai-agent-has-21e0a82b7847

https://www.reddit.com/r/n8n/comments/1ilf3us/how_many_tools_can_an_ai_agent_reliably_support/

https://github.com/langchain-ai/langchain/discussions/10991

https://community.openai.com/t/maximum-amount-of-tools-for-the-bot-to-use/665720

https://achan2013.medium.com/how-tool-complexity-impacts-ai-agents-selection-accuracy-a3b6280ddce5

https://www.useparagon.com/learn/rag-best-practices-optimizing-tool-calling/

https://community.n8n.io/t/some-help-to-understand-how-ai-agent-custom-code-tool-need-to-be-used/48006

https://community.crewai.com/t/can-agent-call-multiple-tools-it-has-access-to-and-combine-the-output/4818

https://langchain-ai.github.io/langgraph/how-tos/many-tools/

https://www.servicenow.com/community/now-assist-articles/ai-agent-tools-getting-the-most-out-of-your-agentic-workflows/ta-p/3227648

https://github.com/langchain-ai/langchain/discussions/27755

https://community.openai.com/t/gpt-4o-innate-agentic-tool-use-capabilities/1002857

https://cobusgreyling.substack.com/p/when-to-use-functions-a-multi-tool

https://www.willowtreeapps.com/craft/multi-agent-ai-systems-when-to-expand

https://kb.triplewhale.com/en/articles/9979680-understanding-the-tools-in-agents

https://relevanceai.com/docs/workforce/workforce-features/agent-to-tool-configuration

https://docs.nvidia.com/agentiq/1.0.0/components/tool-calling-agent.html

https://www.linkedin.com/posts/janak-alford_good-agents-use-tools-here-is-how-to-build-activity-7322382681437016065-CCAC

https://www.confident-ai.com/blog/llm-agent-evaluation-complete-guide

https://www.bitcot.com/how-to-build-ai-agents-with-openai-agent-tools/

https://www.youtube.com/watch?v=3ISRS2hQlfI

https://v2docs.galileo.ai/concepts/metrics/agentic/tool-selection-quality

https://towardsdatascience.com/building-a-simple-agent-with-tools-and-toolkits-in-langchain-77e0f9bd1fa5/

https://docs.uipath.com/agents/automation-cloud/latest/user-guide/tools

https://docs.quarkiverse.io/quarkus-langchain4j/dev/agent-and-tools.html

https://langchain-ai.github.io/langgraph/how-tos/multi_agent/

https://www.superannotate.com/blog/llm-agents

https://blog.dust.tt/introducing-multi-tool-assistants/

https://community.crewai.com/t/could-we-let-agent-to-choose-best-fit-tool-to-use/3480

https://blog.langchain.dev/structured-tools/

https://calltools.com/blog/essential-call-center-tools-to-increase-agent-efficiency/

https://help.make.com/step-2-create-the-ai-agents-tools

https://www.youtube.com/watch?v=gCA4auiJ_ng

https://getstream.io/blog/multiagent-ai-frameworks/

https://cloud.google.com/products/agent-builder

https://tldv.io/blog/best-ai-agents-for-sales/

https://developer.paypal.com/tools/agent-toolkit/

https://www.nextiva.com/blog/call-center-tools.html

https://www.anthropic.com/research/building-effective-agents

https://docs.retool.com/agents/concepts/tools

https://www.superagent.sh/blog/agents-that-write-their-own-tools

https://team-gpt.com/blog/ai-tools-for-real-estate-agents/

https://ai-sdk.dev/docs/foundations/agents

https://docs.haystack.deepset.ai/v1.22/docs/agent

https://ai.pydantic.dev/agents/

https://www.marketermilk.com/blog/best-ai-agent-platforms

https://learn.microsoft.com/en-us/microsoft-copilot-studio/requirements-messages-management

https://docs.aws.amazon.com/bedrock/latest/userguide/agents.html

https://strandsagents.com/latest/user-guide/concepts/tools/tools_overview/

https://coldiq.com/blog/ai-sales-agents

https://sierra.ai/blog/ai-agents-guide

https://www.promptingguide.ai/research/llm-agents

https://www.tlghustle.com/agent-resources/agent-tools

https://foundationcapital.com/system-of-agents/

https://ai-rockstars.com/ai-agent-tools-frameworks/

https://www.ibm.com/think/topics/ai-agents

https://ritterim.com/blog/10-essential-tools-for-beginner-insurance-agents/

https://www.noupe.com/business-online/best-multi-agent-platforms.html

https://huggingface.co/docs/transformers/en/agents

https://www.k2view.com/what-are-llm-agents/

https://www.glideapps.com/blog/5-ai-agent-builders

https://litslink.com/blog/ai-agent-statistics

https://documents.bmc.com/supportu/9.0.21/en-US/Documentation/Agent_Toolbox.htm

https://www.intuz.com/blog/best-ai-agent-frameworks

https://blog.motleycrew.ai/blog/is-tool-calling-all-you-need-interaction-patterns-in-multi-agent-systems

https://docs.opensearch.org/docs/latest/ml-commons-plugin/agents-tools/index/

https://www.youtube.com/watch?v=VEcsm6CDDsM

https://help.webex.com/en-us/article/nelkmxk/Guidelines-and-best-practices-for-automating-with-AI-agent

https://www.bcg.com/capabilities/artificial-intelligence/ai-agents

https://arxiv.org/html/2504.02623

https://blog.apify.com/ai-agent-tools/

https://www.getzep.com/ai-agents/langgraph-tutorial

https://www.cxtoday.com/workforce-engagement-management/how-to-compare-ai-agent-assist-software-in-2024/

https://docs.langflow.org/components-agents

https://research.aimultiple.com/ai-agent-tools/

https://cloud.google.com/dialogflow/quotas

https://smythos.com/developers/agent-development/agent-based-modeling-tools/

https://arize.com/ai-agents/agent-evaluation/

https://venturebeat.com/ai/langchain-shows-ai-agents-arent-human-level-yet-because-theyre-overwhelmed-by-tools/

https://www.datastax.com/blog/guide-to-building-agents-in-langflow

https://news.ycombinator.com/item?id=43334644

https://docs.anthropic.com/en/docs/agents-and-tools/tool-use/overview

https://openreview.net/forum?id=akEt8QAa6V&referrer=%5Bthe%20profile%20of%20Xinyi%20Le%5D(%2Fprofile%3Fid%3D~Xinyi_Le1)

https://datasciencedojo.com/blog/langchain-agents/

https://www.cognism.com/blog/ai-sales-agents

https://www.usergems.com/blog/ai-sales-agents

https://www.theceshop.com/agent-essentials/real-estate-agent-encyclopedia/tools-for-real-estate-agents

https://dev.to/jamesli/agent-tool-development-guide-from-design-to-optimization-58l4

https://docs.llamaindex.ai/en/stable/understanding/agent/

https://www.pinecone.io/learn/langgraph-research-agent/

https://blog.langchain.dev/react-agent-benchmarking/

https://training.continuumlabs.ai/agents/what-is-agency/ai-agents-reasoning-planning-and-tool-calling

https://cohere.com/llmu/tool-use-on-langchain

https://firstwordpharma.com/story/5970335

https://www.zendesk.com/pricing/

https://docs.uipath.com/agents/automation-cloud/latest/user-guide/best-practices

https://www.hakunamatatatech.com/our-resources/blog/ai-agent-tools

https://myrealpage.com/blog/15-tools-for-real-estate-agents-toolbox-offline-and-online/

https://latenode.com/blog/ai-agent-makers-top-tools-and-platforms-for-development

https://chicagoagentmagazine.com/2022/08/01/best-tech-tool-for-new-agents-to-grow-their-business/