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MCP server · Agents

Agent Loop

· github.com/AlessandroAnnini/agent-loop

Cross-language stateful AI agent loop built with Spring Boot 4, Java 25, and Python FastMCP. Connects local Ollama LLMs with sandboxed, resource-guarded filesystem tools using the Model Context Protocol (MCP) and JDBC chat memory.

Unclaimed ai-agentfastmcpjava-25llm-orchestrationmcpmodel-context-protocolollamaspring-aispring-boot-4
InstallView source
39Low

Scored a month ago · breakdown

About Agent Loop

Agent Loop is an MCP server in the Agents category: cross-language stateful AI agent loop built with Spring Boot 4, Java 25, and Python FastMCP. Connects local Ollama LLMs with sandboxed, resource-guarded filesystem tools using the Model Context Protocol (MCP) and JDBC chat memory.

Install

From source
git clone https://github.com/AlessandroAnnini/agent-loop

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (21)

**Custom**User-defined tools from `~/.config/agent-loop/tools/`

Parameters not published.

**MCP**All services from configured MCP servers (see above)

Parameters not published.

**aws_cli**Run AWS CLI v2 read-only commands to interact with AWS services

Parameters not published.

**bash**Execute bash commands

Parameters not published.

**cli_plot**Render advanced terminal charts and plots using plotext

Parameters not published.

**codebase_search**Semantic code search for relevant code snippets in the project

Parameters not published.

**confluence**Query Atlassian Confluence Cloud via REST API (read-only)

Parameters not published.

**curl**Make HTTP requests using curl

Parameters not published.

**docker**Run Docker CLI commands

Parameters not published.

**file_search**Fast fuzzy file search by filename or path fragment

Parameters not published.

Show all 21 tools
**filesystem**Read, create, update, append, delete files with UTF-8 encoding

Parameters not published.

**git**Run Git commands in the current repository

Parameters not published.

**grep_search**Search for exact strings or regex patterns in files

Parameters not published.

**http**Make HTTP requests using HTTPie with easy JSON handling

Parameters not published.

**jira**Query JIRA via REST API using safe, read-only endpoints

Parameters not published.

**kubectl**Run kubectl commands to interact with a Kubernetes cluster

Parameters not published.

**list_dir**List the contents of a directory for quick file discovery

Parameters not published.

**node**Evaluate Node.js code in a sandboxed subprocess

Parameters not published.

**project_inspector**Inspect the current project directory and preview source files

Parameters not published.

**python**Evaluate Python code in a sandboxed subprocess

Parameters not published.

**sympy**Perform symbolic mathematics operations using SymPy

Parameters not published.

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Questions

About Agent Loop

How do I install Agent Loop?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Agent Loop safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Agent Loop still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.