Tag: mcp
Structured Task Feedback Capture
Records structured thumbs up/down feedback with context, tags, and rubric scores, featuring automated lesson distillation from chat history to drive prevention rule promotion.
ThumbGate Dual-Write Feedback Skill
Captures user feedback simultaneously in Amp MCP memory for in-session recall and thumbgate for DPO export, analytics, and cross-platform prevention rules.
NEXO Brain Cognitive Memory System
A local-first cognitive memory system for AI agents implementing the Atkinson-Shiffrin model with semantic RAG and error prevention. It provides episodic memory, trust scoring, and automated memory decay for persistent agent intelligence.
agent feedback capture and action prevention tool
This tool captures agent performance feedback (thumbs-up/down) and uses adaptive mechanisms to generate hard prevention rules. These rules are enforced via PreToolUse hooks, preventing the agent from executing known-bad actions before they …
Remote voice connection for AI assistants
This tool connects AI agents to remote voice clients (iOS/web) via the voicemode.dev cloud platform, eliminating the need for local STT/TTS services. It facilitates two-way voice conversations using defined MCP tools like `converse` and `st…
Initiate ongoing voice conversations via MCP
This tool facilitates starting a persistent voice conversation session. It accepts optional parameters for specifying a custom voice profile and providing an initial message prompt.
Context7 Library Documentation Retrieval Skill
This skill retrieves up-to-date documentation, API references, and code examples for various libraries and frameworks. It resolves library IDs and queries specific documentation to provide accurate, version-aware information.
Context7 Library Documentation Retrieval Skill
Retrieves up-to-date documentation for libraries and frameworks by resolving library IDs and querying specific documentation sets. It ensures accurate responses for API references and configuration queries by bypassing outdated training dat…
Memem System Preflight Health Check
Performs a preflight diagnostic to verify the integrity of the memem installation, checking for missing dependencies, environment variable configurations, and directory writability. It identifies critical failures or degraded states caused …
Automated AI Agent Test Case Generation
Automate the creation of test suites for AI agents by generating cases from SKILL.md files, manual descriptions, or by capturing live agent interactions via a proxy.
Firefox Browser Automation and Debugging
Automate Firefox browser interactions, perform E2E testing, and scrape web content using DOM snapshots and element UIDs. It also provides capabilities for monitoring console messages and network requests for debugging.
Programmatic Debugging for JetBrains IDE Applications
This tool suite provides comprehensive programmatic access to the JetBrains IDE debugger, allowing developers to inspect runtime state, set breakpoints, and trace execution flow. It is ideal for investigating complex bugs or verifying hypot…
Himalayas AI Hiring Assistant
An AI assistant for managing remote recruitment on the Himalayas marketplace. It enables users to post jobs, source talent, manage company profiles, and access market salary intelligence.
AI-Powered A/B Testing and Feature Optimization
An optimization tool for AI agents that implements Multi-Armed Bandits and Contextual Bandits to automate A/B testing and feature selection. It enables context-aware decision-making by analysing historical rewards and feature vectors withou…
Design System Component Extraction Skill
This skill enables the extraction of HTML, theme information, and component details from design systems such as Storybook. It facilitates UI assembly by listing, searching, and analysing available components and their variants.
Financial AI Agent Engine for Sui
An engine for building conversational AI agents with integrated financial capabilities on the Sui blockchain. It leverages Vercel AI SDK v6 for orchestration and supports MCP integration, streaming, and permission-based tool execution.
Sui DeFi Wallet Agent for AI Clients
This tool exposes a Sui wallet and DeFi positions as a JSON-RPC server over standard input, allowing any MCP-compatible AI client to interact with the agent bank account. It provides comprehensive read-only and state-changing tools for mana…
Live smoke testing for MCP tool validation
This skill facilitates live smoke testing for MCP tool changes, validating functionality against a real Linear workspace. It ensures changes are robust by requiring temporary resource creation and mandatory cleanup of all side effects.
Workflow for adding Linear MCP tools
This skill outlines the end-to-end workflow for implementing or updating a Linear capability within the mcp-linear repository. It guides developers through service method updates, tool definition creation, handler implementation, and compre…
Exa Research Orchestrator
An orchestrator for executing deep research tasks by planning, dispatching subagents, and synthesising results using Exa searches.
Mistral MCP Integration for OpenClaw
Enables OpenClaw to access Mistral-specific capabilities via the Mistral MCP server, including OCR, Codestral FIM, and Voxtral audio processing. It also provides access to durable workflows, moderation, and batch API endpoints.
Generate structured French meeting minutes
This skill processes raw meeting audio or text transcripts to generate professional, structured meeting minutes in French. It first transcribes audio using voxtral_transcribe before structuring the content into mandatory sections like decis…
Orchestrates multi-step contract review workflows
This skill orchestrates a durable, multi-step contract review process by triggering a deployed Mistral Workflow. It polls the execution status and detects human-in-the-loop checkpoints, allowing the user to approve or request changes before…
Focused code review of diffs with Codestral
This skill performs a focused code review of a provided diff, automatically detecting the most relevant focus area (e.g., security, performance, API design). It utilizes the Codestral model to provide concrete, high-signal findings and conc…