Guardian MCP
Engineering discipline and persistent memory for AI coding assistants
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Alpha Vantage MCP Server
nhà tài trợAccess financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more
Cntx UI
A minimal file bundling and tagging tool for AI development, featuring a web interface and MCP server mode for AI integration.
Gitlab MCP Server
Model Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (28 meta-tools / 43 enterprise), 24 resources, 38 prompts, and 17 completion types for AI assistants. Written in Go, single static binary, stdio and HTTP transport.
Fastn Server
A scalable platform for dynamic tool registration and execution based on API definitions, with integrations for services like Claude.ai and Cursor.ai.
MLflow MCP Server
Integrates with MLflow, enabling AI assistants to interact with experiments, runs, and registered models.
Botrite by Lattiq
Stateful health monitoring, diagnostics, and web attestation for AI agents. 11 MCP tools. Free Founder's Beta
AKF — The AI Native File Format
EXIF for AI. AKF embeds trust scores, source provenance, and compliance metadata into every file your AI touches — DOCX, PDF, images, code, and 20+ formats. 9 MCP tools: stamp, inspect, trust, audit, scan, embed, extract, detect. Audit against EU AI Act, SOX, HIPAA, NIST in one command.
Volatility3 MCP Server
Perform advanced memory forensics analysis using Volatility3 via a conversational interface. Requires user-specified memory dump files.
AutoProvisioner
A server for automated provisioning, supporting both local and remote communication protocols.
Deep Code Reasoning MCP Server
Performs complementary code analysis by combining Claude Code and Google's Gemini AI.
SnapState
Persistent state for AI agent workflows. Save, resume, and replay multi-step workflows across sessions, crashes, and agent handoffs. Free tier included.