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MCP servers tagged model-context-protocol
19K live MCP servers tagged "model-context-protocol", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with model-context-protocol.
Master Agentic AI With Google ADK
Master Agentic AI with Google ADK: 100+ runnable Python agents for the Agent Development Kit - tools, MCP, A2A, multi-agent workflows, sessions and memory, RAG, Live API voice, ad…
Reverse Cad
⚙️ Industrial-grade pure TypeScript STL ➔ 100% Watertight Solid STEP AP242 B-Rep & CAD Features JSON engine with built-in MCP server for AI agents. Features exact Gauss-Mirtich 3D…
10xGraph
Production-grade framework for building multi-agent AI systems. Graph-based orchestration, LLM-agnostic (OpenAI, Google GenAI, Anthropic), 3-layer memory (Redis cache + Postgres +…
Loci
Typed long-term memory for AI agents. One core, an MCP server, and a Hermes plugin.
Awesome MCP
Curated list of Model Context Protocol (MCP) servers, clients, and frameworks. Automatically updated daily.
Research Workflow Assistant
Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAlex, Semantic Scholar, Europe PMC, CrossRef, and Zotero via MCP servers. Custom agents gui…
Pinto Notes
Notes for iPhone and Mac that ChatGPT, Claude, Claude Code and Codex can read and edit. Feels like Apple Notes, imports it too. Open source, encrypted.
Server
A Model Context Protocol server for the tektoncd projects
Codex MCP Bridge
Claude ⇄ Codex — Two-way MCP bridge for prompts and replies. Windows, macOS, and Linux.
Agentfem
AI-native open-source finite-element platform connecting engineering, computation, data, and AI.
Flow
Aixle Flow — orchestrate coding agents through durable, inspectable workflows.
Rigby2d
Open-source 2D skeletal animation for games, films and interactive experiences. Rig PSD/PNG art, animate, export JSON/.skel + atlas. Runtimes for JavaScript, Rust and Godot 4. Bui…
Wamcp
WhatsApp MCP Server — Connect AI agents to WhatsApp via Model Context Protocol. 61 tools, 10 resources, 12 real-time events. Supports Baileys (WhatsApp Web) and Cloud API. Built w…
Research Workflow Assistant
Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAlex, Semantic Scholar, Europe PMC, CrossRef, and Zotero via MCP servers. Custom agents gui…
kerbelp/metatron
hosted codebase priors and conventions server. Captures codebase design patterns, conventions, and implementation decisions from git history and developer feedback, serving them t…
Emotion Engine
Agent emotional continuity with PAD state, trust, appraisal, and compact emotion logs.
WireStudio
Agent-driven design studio for ESPHome-compatible (e.g. ESP32/ESP8266, RP2040) + LoRaWAN devices: generates ESPHome YAML, KiCad schematic/PCB, 3D-printable enclosures, and builds/…
Cockpit Agent
面向智能座舱的云边协同 AI Agent：端侧毫秒级车控，云端声明式 Multi-Agent 与 Skill/DAG 编排，支持 S2S 实时语音、声纹多用户、视觉与 HMI；LLM 只负责理解与规划，VAL 负责确定性安全执行。
Dsh Origin Plugin
Drive OriginLab Origin scientific plotting from AI chat via MCP. 74 tools: modal-dialog watchdog, LabTalk safety gate, FigureSpec declarative YAML, fit params, matrix tools, matpl…
Threadnote
Local-first engineering memory and large-scale polyglot graph search for Codex, Claude, Cursor, Copilot, and the next agent you try.
StructSmith
Local-first, MCP-native tool for modelling software architecture. C4-style semantic model, React Flow editor, SQLite, single container — a self-hosted Structurizr alternative your…
Olx MCP
OLX MCP server. 100% vibe-coded AI slop
AAOSP
[Archived] AAOSP, predecessor to JibarOS. Early experiment in OS-level on-device AI (MCP + local LLM on Android 15). See JibarOS for the active project.
Css Noop Checker
Chrome DevTools extension that detects CSS properties with no effect
Example MCP App Security
Reference MCP App for Elastic Security — interactive SOC dashboards inside Claude, Cursor, and other MCP hosts.
Full Funnel AI Analytics
Full-Funnel AI Marketing Analytics. A modern data stack powered by dbt MetricFlow and MCP. Natural language insights across Google/Meta Ads, CRM, and 5 data warehouses. Includes X…
Legal It
MCP server + Claude plugin for Italian law — 200+ tools: verified statutes, case law search, legal calculations, GDPR compliance
Chemdraw Skill
ChemDraw Skill · AI 绘制可编辑化学结构式 — Editable ChemDraw structures for Claude Code, Codex & any AI agent: draw molecules, rebuild paper figures (DECIMER OCSR), SAR & substrate-scope ta…
Emucap
Let AI agents play, observe, and debug games in emulators through MCP.
TRACE
TRACE protocol for auditing decision-provenance in AI-assisted scientific workflows
Agentpulse
Self-hosted command center for AI coding agents (Claude Code, Codex CLI, GitHub Copilot CLI) — live dashboard, orchestration, and an MCP server for programmatic fleet control.
Scanner
Security scanner for MCP servers, source trees, and packages, with explicit findings and coverage reporting.
tlo
Battle-tested MCP server configurations for Claude Desktop — Notion, GitHub, filesystem, and more.
ARBuilder
AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP tools with RAG
Lightdash MCP
mcp server for lightdash
MCPScan
Local CLI to discover shadow MCP servers on your local network & audit authentication status. Zero telemetry, local-only.
TriggerApp
An optimized Google Apps Script library and MCP Server to efficiently manage complex, flexible, and automated time-driven triggers with high precision.
Dwarf Fortress MCP
A semantic, transactional, replayable MCP control plane that lets autonomous AI agents operate Dwarf Fortress as a long-lived civilization. Safe-Rust phase-0B scaffold: MVCC world…
Everos MCP
MCP server for EverOS — long-term memory for AI agents, backed by the EverOS Cloud Memory API
Blender Agent Bridge
Safe, scene-aware MCP bridge for Blender with reversible editing and visual evidence.
Mmd MCP
Windows stdio MCP server for MikuMikuDance authoring and MME settings
antonorlov/mcp-postgres-server
MCP server for PostgreSQL. Works with VS Code, Cursor, Claude Code, Codex, and Windsurf.
shkyyy18/mi_fitness_data_bridge
free synthetic demo.
Telebrief
Personal digests from Telegram channels and chats: summarizes threads, extracts key points, and delivers a clean daily/weekly brief with links and context.
CONTINUUM
CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints (not conversation dumps), an idempotent action ledger that refuses duplicate side effects,…
Awesome MCP
Curated directory of Model Context Protocol servers, tools, transports, categories, and contribution-ready MCP metadata. Test your MCP with the harness below.
Agent Bus
Local message bus for Claude Code, Codex, and other MCP agents — one SQLite file, 20 tools, no daemon, no cloud.
Unified Gateway MCP
Unified MCP Gateway Platform, Marketplace & Custom MCPs
Nomik
Nomik is an AI-native code intelligence graph. It transforms your codebase into Neo4j and connects directly to AI agents via MCP.
Claude Mesh
Networked Claude-to-Claude messaging over HTTP + MCP channels — DM, broadcast, thread, and permission-relay between Claude Code instances via a self-hosted relay + MCP channel bri…