--- title: "neuron-ai vs TencentDB-Agent-Memory" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/neuron-core-neuron-ai-vs-tencentcloud-tencentdb-agent-memory" tools: ["neuron-core-neuron-ai", "tencentcloud-tencentdb-agent-memory"] --- # neuron-ai vs TencentDB-Agent-Memory *GraphCanon updated Jul 12, 2026* ## Verdict Pick neuron-ai when neuron-ai is primarily PHP; TencentDB-Agent-Memory is TypeScript; pick TencentDB-Agent-Memory when tencentDB-Agent-Memory is primarily TypeScript; neuron-ai is PHP. [neuron-ai](https://docs.neuron-ai.dev) reports 2.0k GitHub stars, 228 forks, and 13 open issues, last pushed Jul 3, 2026. [TencentDB-Agent-Memory](https://github.com/TencentCloud/TencentDB-Agent-Memory) has 8.4k stars, 772 forks, and 257 open issues, last pushed Jun 26, 2026. Figures are from public GitHub metadata via [neuron-ai's repository](https://github.com/neuron-core/neuron-ai) and [TencentDB-Agent-Memory's repository](https://github.com/TencentCloud/TencentDB-Agent-Memory). | | [neuron-ai](/tools/neuron-core-neuron-ai.md) | [TencentDB-Agent-Memory](/tools/tencentcloud-tencentdb-agent-memory.md) | | --- | --- | --- | | Tagline | The Agentic Framework of the PHP ecosystem to build production-ready AI driven applications. Connect components (LLMs, Tools, vector DBs, memory) to agents that can interact with your data. | TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline, with zero external API dependencies. | | Stars | 2,007 | 8,404 | | Forks | 228 | 772 | | Open issues | 13 | 257 | | Language | PHP | TypeScript | | Adopt for | Decision-critical facts about the neuron-ai framework | - | | Persona | - | - | | Runtime | - | - | | License | The neuron-ai framework is distributed under the MIT License, providing flexibility and wide usage rights with minimal obligations. | Other | | Categories | AI Agents, Vector Databases, LLM Frameworks | LLM Frameworks, AI Agents, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [neuron-ai](/tools/neuron-core-neuron-ai.md) | [TencentDB-Agent-Memory](/tools/tencentcloud-tencentdb-agent-memory.md) | | --- | --- | --- | | Days since push | 7d | 15d | | Open issues (now) | 13 | 257 | | Full report | [trust report](/tools/neuron-core-neuron-ai/trust.md) | [trust report](/tools/tencentcloud-tencentdb-agent-memory/trust.md) | ## Decision facts: neuron-ai - **Requirements:** Requires Docker; Relies heavily on Docker for managing dependencies and testing which may impact set-up complexity. - **Adopt for:** Decision-critical facts about the neuron-ai framework - **License detail:** The neuron-ai framework is distributed under the MIT License, providing flexibility and wide usage rights with minimal obligations. ## Choose when ### Choose neuron-ai if… - neuron-ai is primarily PHP; TencentDB-Agent-Memory is TypeScript. - License: neuron-ai is MIT, TencentDB-Agent-Memory is Other. - Requirements: Requires Docker; Relies heavily on Docker for managing dependencies and testing which may impact set-up complexity.. - Tags unique to neuron-ai: llms, agents, ai, agentic-framework. - If you are developing production-ready AI applications specifically with PHP, leveraging LLMs, tools, vector databases, and memory components in an agentic framework. ### Choose TencentDB-Agent-Memory if… - TencentDB-Agent-Memory is primarily TypeScript; neuron-ai is PHP. - License: TencentDB-Agent-Memory is Other, neuron-ai is MIT. - Tags unique to TencentDB-Agent-Memory: memory, local-first, openclaw-plugin, embedding. ## When NOT to use neuron-ai - When your development team does not have proficiency or familiarity with PHP as this framework is strictly designed around the PHP ecosystem. - If you are seeking a solution for environments that do not support Docker or require non-PHP languages, as neuron-ai is optimized for and tightly integrated within the PHP environment. ## When NOT to use TencentDB-Agent-Memory - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## Common questions ### What is the difference between neuron-ai and TencentDB-Agent-Memory? neuron-ai: The Agentic Framework of the PHP ecosystem to build production-ready AI driven applications. Connect components (LLMs, Tools, vector DBs, memory) to agents that can interact with your data.. TencentDB-Agent-Memory: TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline, with zero external API dependencies.. See the comparison table for live GitHub stats and shared categories. ### When should I choose neuron-ai over TencentDB-Agent-Memory? Choose neuron-ai over TencentDB-Agent-Memory when neuron-ai is primarily PHP; TencentDB-Agent-Memory is TypeScript; License: neuron-ai is MIT, TencentDB-Agent-Memory is Other; Requirements: Requires Docker; Relies heavily on Docker for managing dependencies and testing which may impact set-up complexity.; Tags unique to neuron-ai: llms, agents, ai, agentic-framework; If you are developing production-ready AI applications specifically with PHP, leveraging LLMs, tools, vector databases, and memory components in an agentic framework. ### When should I choose TencentDB-Agent-Memory over neuron-ai? Choose TencentDB-Agent-Memory over neuron-ai when TencentDB-Agent-Memory is primarily TypeScript; neuron-ai is PHP; License: TencentDB-Agent-Memory is Other, neuron-ai is MIT; Tags unique to TencentDB-Agent-Memory: memory, local-first, openclaw-plugin, embedding. ### When should I avoid neuron-ai? When your development team does not have proficiency or familiarity with PHP as this framework is strictly designed around the PHP ecosystem. If you are seeking a solution for environments that do not support Docker or require non-PHP languages, as neuron-ai is optimized for and tightly integrated within the PHP environment. ### When should I avoid TencentDB-Agent-Memory? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### Is neuron-ai or TencentDB-Agent-Memory more popular on GitHub? TencentDB-Agent-Memory has more GitHub stars (8,404 vs 2,007). Stars measure visibility, not whether either tool fits your constraints. ### Are neuron-ai and TencentDB-Agent-Memory open source? Yes - both are open-source projects on GitHub (neuron-ai: MIT, TencentDB-Agent-Memory: Other). ### Where can I find alternatives to neuron-ai or TencentDB-Agent-Memory? GraphCanon lists graph-backed alternatives at [neuron-ai alternatives](/tools/neuron-core-neuron-ai/alternatives) and [TencentDB-Agent-Memory alternatives](/tools/tencentcloud-tencentdb-agent-memory/alternatives) ([neuron-ai markdown twin](/tools/neuron-core-neuron-ai/alternatives.md), [TencentDB-Agent-Memory markdown twin](/tools/tencentcloud-tencentdb-agent-memory/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/neuron-core-neuron-ai-vs-tencentcloud-tencentdb-agent-memory.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, neuron-ai or TencentDB-Agent-Memory? neuron-ai: Active. TencentDB-Agent-Memory: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for neuron-ai and TencentDB-Agent-Memory? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [neuron-ai trust report](/tools/neuron-core-neuron-ai/trust); [TencentDB-Agent-Memory trust report](/tools/tencentcloud-tencentdb-agent-memory/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=neuron-core-neuron-ai`](/api/graphcanon/graph?tool=neuron-core-neuron-ai) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_