Model Context Protocol servers that extend AI capabilities
MCP-native release confidence control plane for web apps
IronAdamant
Dependency-aware planning, incremental verification, and recipe memory for LLM-assisted coding (stdlib-only core).
Litestar plugin for Model Context Protocol (MCP) integration
MCP bridge for DA::AT — Agent-to-Agent knowledge network
DeepMap AI MCP Server - 25 geophysical intelligence tools for Claude Desktop and MCP-compatible AI agents. Multi-hazard risk scoring, earthquake/volcano/tsunami/sinkhole prediction, weather, insurance, climate migration, parametric triggers.
...moreMarcus Jellinghaus
A simple Model Context Protocol (MCP) server with file operation tools
Marcus Jellinghaus
An MCP server for running python code checks (pylint, pytest and mypy)
cpoder
Real-time behavioral guardrails for AI agents. Detect retry storms, circular reasoning, budget overruns, and failure spirals — as they happen.
...moreA Model Context Protocol (MCP) server for Outline (https://www.getoutline.com)
MCP server for Preset (Superset) — manage dashboards, charts, and datasets from Claude Code and other LLM agents
MCP Server for AI Agent Memory - persistent, semantically-searchable memory for AI agents
40 AI crypto tools: whale tracking, security scans, DeFi analytics, quantum security, and more.
AI-powered software development automation toolkit using Claude Code CLI and MCP servers for intelligent code analysis, testing, and implementation workflows
...morecadivus
MCP server for visual browser navigation, OCR-based coordinate clicking, and JS stack trace debugging.
MCP server for AIShelf - provides AI models access to workflows, rules, skills, and prompts
willwang1989
AI coding assistant with Web IDE, multi-agent system, and self-evolution
mattbotcode
MCP server for graph-aware Obsidian vault traversal
rafaelyu
MCP server that renders live HTML/SVG widgets in browser windows for Claude Code
foglift
MCP server for Foglift — SEO + GEO website analysis. Scan any URL for SEO, AI search readiness (GEO), performance, security, and accessibility.
...morewilduser
[](https://deepwiki.com/madebywild/agent-harness)
MCP stdio server for analyzing YouTube videos with Google Gemini
solanaprox
MCP server for AIProx Workflows — create and run multi-agent pipelines from Claude Desktop. Pay per execution in sats.
samuelvinay
Evaluate AI agent tool-calling accuracy against WebMCP tool definitions
bpolat
Proof-backed, drift-resistant AI memory for your codebase