spring-ai-playground MCP server
Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and use them in Agentic Chat with RAG, human-in-the-loop approval, and built-in observability. Cross-platform desktop app powered by Spring AI.
Repository: spring-ai-community/spring-ai-playground
Website: https://spring-ai-community.github.io/spring-ai-playground/
Stars: ★145
Language: Java
Last updated: 2026-09-22
agentic-chatai-agentsai-observabilityai-playgroundmcpmcp-clientmcp-serverragtool-developmenttool-sandboxtool-validation
Website: https://spring-ai-community.github.io/spring-ai-playground/
Stars: ★145
Language: Java
Last updated: 2026-09-22
agentic-chatai-agentsai-observabilityai-playgroundmcpmcp-clientmcp-serverragtool-developmenttool-sandboxtool-validation
How to install spring-ai-playground
No install config was found in this README. See the repository for setup steps, then follow our guides for Claude Desktop, Cursor or VS Code.
Listed on Socketlist – add this badge to your README:
Maintain this project? Get it featured for free during launch →
Related Memory & Knowledge MCP servers
ruflo by ruvnet · ★74702
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
Memory & Knowledge
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
Memory & Knowledge
context-mode by mksglu · ★29252
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
Memory & Knowledge
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
Memory & Knowledge
Trail-Code by trailhq · ★10034
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
Memory & Knowledge
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
Memory & Knowledge
osaurus by osaurus-ai · ★8048
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in
Memory & Knowledge
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in
Memory & Knowledge
semble by MinishLab · ★6209
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Memory & Knowledge
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Memory & Knowledge
cortex by cortex-docs · ★3248
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
Memory & Knowledge
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
Memory & Knowledge
Weekly MCP digest – new and trending MCP servers in your inbox.