Model Context Protocol servers that extend AI capabilities
optickarl
MCP server for the OpticOdds API — live odds, fixtures, player props, and trader tools for any MCP-compatible AI assistant
...moreprotectnil
Epic AI® Chariot — Intelligent Virtual Assistant (IVA) MCP Gateway with enterprise IAM, RBAC, credential vault, and Internal API Discovery. Self-hosted. Your data never leaves.
...moremaiife-ai
Prompt quality analyzer — score, improve, and lint your AI prompts
GitHub Actions
Persistent memory for AI agents with semantic search and auto-categorization
tanarchy
Query Markup Documents - On-device hybrid search for markdown files with BM25, vector search, and LLM reranking
yizel
Turn your AI conversations into searchable knowledge — supports Claude Code, Cursor, Codex CLI
禅道 Bug MCP 服务 —— 在 Cursor 等客户端中查询待处理缺陷与 Bug 详情
agenson-horrowitz
MCP server for validating, transforming, and normalizing structured data - built specifically for AI agents
zr-wang
MinerU Document Explorer — Agent-native knowledge engine: hybrid search and deep reading over markdown, PDF, DOCX, PPTX with BM25, vector search, and LLM reranking
...moreyigitkonur
Superpowers Mode Switcher — switch between Classic, Copilot, and Codex superpowers variants with MCP backend management
harshshinde7800
AI-assisted CLI for migrating AI agent configurations between Claude Code, Gemini CLI, OpenCode, Cursor, and more
henrikwesterberg
Persistent understanding graphs for AI agents - structured memory with MCP support
fuzethien
Lightweight Code Intelligence Platform — analyze codebases and build knowledge graphs
otgdeveloper
Vocabulary-driven graph memory for AI agents
netflypsb
Knowledge Worker Operating System — turn any IDE into an AI-powered knowledge worker with local MCP servers, skills, and document intelligence. Zero API keys required.
...moreaion0
Forged memory for your code — persistent memory and code understanding for AI coding agents
Python client, based on fastmcp, for connecting to MCP servers through multiple protocols, specifically designed to work with integrated language models.
...moreandreihasna2
Domain portfolio and DNS management for AI agents — CLI + MCP server with SQLite
k1vin
MCP server for parallel multi-model AI queries — DeepSeek, Gemini, Kimi, Ollama, and any OpenAI-compatible API
4i-ops
claude-ops MCP server for OpenClaw — ops layer (tasks, bugs, plans, sessions) for self-hosted or 4iops.com hosted
vansin
AI Agent Network — Server + Client + Setup in one package. SSE real-time communication for multi-agent orchestration.
xenonbyte
Local multi-agent review runtime for Codex, Claude Code, and Gemini
agenson-horrowitz
Agent Output Guard MCP Server - Validate and verify data from other agents before acting on it. Zero LLM costs, pure computation. Solves coordination failures in multi-agent systems.
...morewwwillott
Codebase context system for AI agents — self-healing documentation, intelligent routing, multi-agent sharing