Agent complaint box — one-tool MCP for logging bugs and improvement requests Below are 34 llm eval & observability apps with similar functionality to gripe-mcp, matched by what each product actually does — not ranked or scored. Explore each to find the closest fit for your use case.
Simple MCP Client to quickly test and explore MCP servers from the command line
CI gate for MCP servers
Convert MCP server tools into hierarchical CLI commands and agent Skills
Test your MCP server like you test an API — declarative YAML, CI-ready, zero boilerplate.
grocy-mcp is an open-source CLI tool and MCP server for Grocy, offering workflow automation, planning helpers, and household automation surfaces. It is designed for developers and advanced users seeking to extend Grocy's capabilities through command-line and automation protocols.
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.
Linter for MCP (Model Context Protocol) config files used by Claude Desktop, Cursor, Cline, Windsurf, and Zed. CLI + library API.
The package manager for MCP servers — install and configure in one command.
Security scanner for MCP (Model Context Protocol) servers - pentest your AI agent's tool connections
Turn any MCP server or OpenAPI spec into a CLI
Lookup MCP servers in the official MCP Registry by name or URL.
MCP server for Link local agent memory — remember, recall, search, context, and graph traversal
AST-based Python/Flask/FastAPI codebase indexer for AI agents
Expose any CLI as MCP tools via YAML configuration
MCP server for LibreNMS management
MCP server for Google Merchant Center on Merchant API v1. MIT-licensed, pip install-able, 126 tools across 19 modules with audit log, rollback, and dry-run.
Works With Agents MCP Server — 14 native tools for AI agent infrastructure. Facts, Pitfalls, Skills, Handoff Protocol, Blueprint Registry, Trust Scores, Identity Verification, SLA Validation, Compliance-as-Code.
mcpolish is a command-line static linter for Model Context Protocol (MCP) servers. It helps developers catch vague, colliding, or misleading tool descriptions before AI agents interact with them, improving reliability and clarity in agentic workflows.
agent-audit-logger-mcp is an open-source Python package for generating tamper-evident, hash-chained audit logs for agent-to-agent calls. It supports MCP, HMAC signing, and compliance with EU AI Act and DORA requirements, making it suitable for regulated AI systems.
A durable DAG-based planner MCP utility for agent orchestration
mcp-agent-tester is an open-source tool for inspecting, testing, and running MCP servers and agents. It provides both a web UI and CLI, supports JSON trace export, and is designed for developers working with Model Context Protocol agents and infrastructure.
mcp-brain is a command-line and MCP server framework for multi-agent cognitive processing. It enables developers and researchers to coordinate and execute complex agent-based workflows, supporting advanced automation and distributed AI tasks.
mcp-risk-linter is an open-source CLI tool that analyzes MCP server tools for readiness and security risks, including authentication, filesystem, shell, and network vulnerabilities. It helps developers and DevOps teams ensure safer deployments.
MCP (Model Context Protocol) server for pyscn Python code analyzer
pmcp is an open-source CLI tool implementing Progressive MCP, designed to minimize context bloat and enable on-demand tool discovery for AI agents. It is aimed at AI developers working with agent frameworks and MCP protocols.
eip-mcp is an open-source MCP server that delivers vulnerability and exploit intelligence for AI assistants. It supports the Model Context Protocol and is designed for integration into security and AI workflows. Distributed under the MIT license.
mcp-strike is an open-source command-line tool designed for active, runtime adversarial testing of Model Context Protocol (MCP) servers. It helps security engineers and red teams identify vulnerabilities and weaknesses by simulating attacks and scanning for issues. The tool supports automated security assessments and is freely available under the MIT license.
MCP server that wraps the basecamp CLI.
Synchronize MCP server configurations across 20+ AI agents
mcp-audit-scanner is an open-source CLI tool designed to audit Model Context Protocol (MCP) server configurations for security and privacy vulnerabilities. It assists security engineers in identifying and mitigating risks in AI agent infrastructure.
pycli-mcp is an open-source Python library that allows developers to add MCP server capabilities to any command line application. It supports integration with argparse, click, and typer, making it easy to expose CLI tools via the Model Context Protocol. Ideal for Python developers building advanced CLI utilities.
mcp-mcts is an open-source CLI tool for local MCP security scanning, attack chain analysis, inventory management, and CI integration. It supports optional Semgrep and LLM analysis, making it suitable for security engineers and DevOps teams focused on codebase security.
cangjie-mcp is an open-source MCP server for the Cangjie programming language, offering documentation search and code intelligence features. It enables advanced language tooling and integration for developers working with Cangjie. Distributed under the MIT license.
MCP server for Keysight CyPerf network testing platform
