MCP servers tagged mcp
59K live MCP servers tagged "mcp", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with mcp.
Textview
MCP server for TextView — persistent memory for AI agents. Save, search, and retrieve documents across AI sessions.
Merch Connector
MCP server that gives merchandising agents eyes on any storefront — scrape, audit, compare, roundtable analysis, and eval tracking via 11 tools.
Sharpedge
SharpEdge MCP Server - Sports betting edge detection for AI assistants. Find +EV bets, arbitrage, and optimal bet sizing across US sportsbooks.
Devutils
MCP server with 45 developer utilities (16 free + 29 pro). Free: UUID, hash, HMAC, base64, timestamps, JWT decode, random strings, URL encode/decode, JSON format, YAML/JSON conver…
Fio
A Model Context Protocol server for FIO / Prosperous Universe
Memory Safe
MCP memory server for Claude Code — knowledge graph in SQLite, local ONNX embeddings, token-budgeted retrieval
Zetrix Vc MCP Server
MCP server for Zetrix Verifiable Credentials (VC) and Verifiable Presentations (VP) — apply, issue, download VC and create, cache, verify VP via the Zetrix BaaS API.
Awesome MCP Servers
Awesome MCP Servers - A curated list of Model Context Protocol servers
Chinese Getting Started Guide
Model Context Protocol(MCP) 编程极速入门
Yu AI Agent
编程导航 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI…
Tavily Key Generator
Multi-service toolkit for Tavily and Firecrawl signup automation, key validation, and isolated proxy pools.
Notebooklm Skill
Claude Code skill for Google NotebookLM — citation-backed, source-grounded answers from your own documents. Query notebooks, generate Studio content (audio, report, video, infogra…
R3bl Open Core
TUI framework and developer productivity apps in Rust 🦀
Kmcp
CLI tool and Kubernetes Controller for building, testing and deploying MCP servers
Awesome Jev Use Cases
Awesome list of TypeSafe AI Jev use cases: 74 demos ranked by likes, 150+ GitHub repos, limits, cost and API examples. CC0
Scrumboy
a self-hosted project management & Kanban solution + Instant shareable boards
Laradashboard
⚡ Lara Dashboard - CMS by Laravel - All In One solution to start your Laravel Application from Basic to Enterprise. Manages Users, Roles, Permissions, Modules, Settings, Translati…
MCP
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.
SHAFT ENGINE
Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting.
Selfstarter
Give a coding agent a brief, not a chat, and it works on its own across sessions. Includes an example run: an open-world city built in a real game engine with no human help. In ea…
Aaabench
A long-horizon benchmark harness: give a coding agent a real game engine, professional conditions and time, and ask it to build an open-world game. Harness only, no results.
EDDI
Multi-agent orchestration middleware that coordinates between users, AI agents (LLMs), and business systems. It provides intelligent routing, conversation management, and API orch…
TrueMemory
A living memory system that ingests long-horizon data to infer insights, enabling more decisive action, all while running on a single SQLite file locally.
Live Stream Downloader
Download M3U8 live streams to the local disk
Logseq
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.
LAP
Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API's Ready To-Use skills, Compile any API spec into a lean, agent-native format. 10× smaller. Ope…
Bladebro
Control browser automation with this lightweight Rust-based MCP server for AI agents. Gain stealth capabilities and full page control without runtime dependencies.
Claude Code Pro Course
Claude Code PRO — полный курс и гайд на русском: CLAUDE.md, settings, skills, subagents, hooks, MCP, плагины, CI. 8 лабораторных, библиотека промптов и готовый starter-kit. Здесь…
Pydantic Resolve
pydantic-resolve is a progressive data assembly framework which follows the stye of clean architecture
Qanat
Agent-native workflow engine for building and backtesting alphas as DAGs.
Utcp Specification
The specification for the Universal Tool Calling Protocol
Welink
🔍微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 / 群聊画像
Flama
The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native…
AI Code Interface.el
Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Code, Gemini CLI, Opencode, and more
Awesome Skills
Community collection of Apify agent skills for AI coding assistants
Dsh Skill MCP Panel
A Skill list and MCP server manager for DeepSeek Harness, mounted as a sidebar panel and themed entirely from the host's own design tokens.
Codex Pooler
The full featured self-hosted Codex gateway, for teams, agents and you
HealthChain
Python SDK for healthcare AI: connect models and agents to live EHR systems, skip the integration tax 💫 🏥
Hypa
Local context runtime for coding agents: compress shell output, query code, and proxy MCP tools
CLI Jaw
🦈 2-line install personal AI assistant. 11 AI runtime surfaces (Claude, Codex, Cursor, Gemini, Grok, Antigravity, OpenCode, Copilot), 200+ skills, zero ban risk.
Mangaba AI
Framework profissional de orquestracao multi-agente em Python: crews, flows orientados a eventos, ReAct, RAG, memoria, MCP/A2A e multi-provider LLM
Docs
Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.
Codex Usage Tracker
Local dashboard for understanding where your Codex tokens and usage credits are going.
Spring AI Playground
MOVED to https://github.com/spring-ai-community/spring-ai-playground - this repository is frozen and no longer updated.
Firstdata
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
stippi/code-assistant
Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.
4d Are
Build LLM agents that explain why, not just what. Attribution-driven agent requirements engineering framework. Based on the 4D-ARE Paper - https://arxiv.org/abs/2601.04556
Engraphis
Local-first, inspectable memory for coding agents: durable context across sessions and repositories, code-aware recall, bi-temporal history, MCP, and a self-hosted WebUI.
Claude Code Docs
Chapter-by-chapter teardown of a production coding agent — agent loop, context engineering, compaction, permissions, MCP. 13 chapters, Chinese and English.
AI Engineer
AI Engineering Specially Topics- Agentic AI & GenAI Explanation