Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

Protocol-layer harness for DeepSeek: Python witness stack — posterior verification that keeps the protocol honest. dsh doctor --node probes included.

Model Context Protocol (MCP) Server to connect your AI with any MediaWiki

Algorand Local Model Context Protocol (Server & Client)

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

Model Context Protocol server implementation for Reddit

Model Context Protocol (MCP) Server for Graphlit Platform

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

An MCP ( Model Context Protocol ) Server for Grafana Loki

A curated list of Model Context Protocol (MCP) servers

The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.

An official Qdrant Model Context Protocol (MCP) server implementation

A Model Context Protocol server that provides access to Shodan API functionality

A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.

A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API.

Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

This project provides a toolset to crawl websites wikis, tool/library documentions and generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor.