MCP Server Directory

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

CLS++ Memory io.github.rajamohan1950/cls-memory

Cross-LLM persistent memory: store context once, recall it from any AI model.

Audit GitHub repos for security, compliance, and EU AI Act exposure from Claude or Cursor.

Orchestrate multiple Claude Code agents in parallel from chat

Z-Image is an online interface for the Z-Image generation model with fast inference and prompt

AI bookkeeper. Connect QuickBooks to Claude Desktop.

MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Windsurf)

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

Detect fabrication and hallucination in any LLM output. 30+ models supported.

Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules.

opchain io.github.asfbay-bit/opchain-skills

Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.

MCP server for AI-powered image recognition and description using OpenAI vision models.

Dynamically load Claude Code skills into AI agents without copying files.

Query GPT 5.2, Claude Opus 4.5, Gemini 3, Grok 4.1 simultaneously for AI perspectives

AI Readiness Kit io.github.silverbackmarketing/ai-readiness

Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

Real-time LLM output verification with 6-dim contract validation and auto-failover across providers.

Oriora Router com.orioralabs/router

AI model routing on your own vendor keys: pick the best model per prompt, or route and run it.

Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.

Gonka Second Opinion (multi-model) io.github.bystray/gonka-mcp-server

A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

aether studio — AI Image Generation, Editing & Creative Workflow io.github.chaehomie/aether-studio

Generate, edit, and explore AI images. Flux, Imagen, LoRA identity swap, upscale, and more.

Bilingual financial news sentiment (English + Traditional Chinese) scored by Claude.

iOffice workspace management for Claude — book rooms, manage visitors, maintenance tickets

Anthropic Claude Messages API MCP server — chat, vision, web search, extended thinking