Code-Index-MCP
A local-first code indexer that enhances LLMs with deep code understanding. It integrates with AI assistants via the Model Context Protocol (MCP) and supports…
Directory
Search MCP Servers
Langfuse MCP (Model Context Protocol)
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Build a MCP Server
A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity.
WigAI - Bitwig Studio Extension for AI Control
Bitwig Controller Extension that provides an MCP Server for AI Agent control
Audrey
Persistent memory and continuity engine for Claude Code and AI agents.
AI Agent Marketplace Index
Provides a searchable marketplace index of AI agents with detailed information including descriptions, websites, and performance metrics to help users discover…
Enhanced AutoGen MCP Server
Bridges Microsoft's AutoGen framework with external tools, enabling autonomous agents to execute code, perform research, and collaborate in multi-agent…
Webflow MCP Server Extension for Zed
Webflow MCP Server Extension for Zed integrates the Webflow MCP Server as a context server for Zed’s Agent Panel, enabling Webflow-related operations directly…
AI Localization Agent
AI Localization Agent adds professional localization. Instead of loading large i18n files into the AI's context, it translates them server-side via MCP (the…
AI Coreutils — JSON-first CLI for Agents
AICoreUtils 是一个面向 LLM Agent 的 JSON 优先命令行工具包原型。
Agent Mindshare
Track and monitor AI agent mindshare across platforms - measure brand visibility in AI conversations with [Agent Mindshare](https://agentmindshare.com).
Node Api
# Node API **Version:** 0.5.2 **Status:** Phase 3 — Public **Live at:** [nodeapi.ai](https://nodeapi.ai) | [API Docs](https://nodeapi.ai/docs) |…
Agent Skill Loader
MCP server to dynamically load Claude Code skills into AI agents
MCP Server NestJS Module Library
# MCP Server NestJS Module Library <!-- omit in toc --> [](https://www.npmjs.com/package/@nestjs-…
Agent Device
Discovery router for the agent-device CLI with status, install, help, prompts, and resources.
Agent Mail Rooms
Agent Mail Rooms is a paid remote MCP endpoint for OpenAI Codex agent coordination MCP. It exposes structured JSON tools, a public server card, token-based…
MCP Agent Trace Inspector
Step-by-step observability for MCP agent workflows — trace, inspect, and debug multi-step agent executions
agent-observability
AI agent observability with deterministic record/replay for debugging agent failures.
Agent Passport System MCP
Cryptographic identity and trust protocol for AI agents. 38 MCP tools across 8 protocol layers: Ed25519 identity, delegation chains with cascade revocation…
SPM - Structured Project Memory
Structured project memory for AI agents, delivered through a project-scoped remote MCP connector.
Okareo
Simulate and evaluate voice & text agents from your editor. Generate synthetic-user "Drivers" from your codebase, run multi-turn simulations against your…
mcp-vscode-template
mcp-vscode-template is a template for building MCP servers that run inside VS Code Agent. It is designed for offensive security use cases, specifically…
Mowgli
Mowgli is an intelligent product canvas that connects to your coding agent over MCP or as an Agent Skill. Use it to turn an existing frontend or GitHub repo…
Goodeye
Outcome-aligned AI workflow registry. Design and run AI workflows with verifiers that align an agent to measurable outcomes, with reliable image output.