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MCP servers tagged model-context-protocol

21K 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.

21K
live servers
36
avg trust
374K
most stars
10151

Azure AI Foundry BrandSense

jonathanscholtes

Multi-agent marketing asset validation on Microsoft Foundry. Checks brand, legal, and SEO compliance from uploaded PDFs and produces a scored creative brief.

★ 1updated 7 months ago
34
10152

Meminimus

rustyorb

�� A graph-based encrypted memory system for AI consciousness continuity. The missing S_t variable. Videmus.

★ 1updated 3 months ago
34
10153

Telecom

Avinash-Amudala

The first MCP server for network equipment. Let AI agents (Claude, GPT) talk to Nokia SR OS, Cisco IOS-XR, Juniper Junos routers via SSH, NETCONF, and gNMI.

★ 1updated 6 months ago
34
10154

Bizprint MCP Server

bizswoop-development

Connect AI agents to physical printers. Print receipts, shipping labels, and packing slips from Claude and other MCP clients.

★ 1updated 6 months ago
34
10155

Code Quality MCP

Javier-Morenosa

MCP server for Python code quality analysis: flake8, mypy, McCabe, vulture

★ 1updated 5 months ago
34
10156

Tradingview MCP Windows Guide

voronezh00136-bit

Connect Claude Code to TradingView Desktop on Windows via MCP — setup guide, helper scripts, troubleshooting

★ 1updated 5 months ago
34
10157

Sloplesscode

Utundry

Local-first memory, knowledge, and coordination server for AI coding agents.

★ 1updated 3 months ago
34
10158

Calcom

azmaldev

MCP server for Cal.com — AI agents can schedule, cancel, reschedule & check availability

★ 1updated 5 months ago
34
10159

Go Runtime Sandbox

gke-demos

Ship Go code into a Kubernetes Agent Sandbox and run it. AI-agent-friendly via the run_go_code MCP tool.

★ 1updated 5 months ago
34
10160

Apple Ads MCP Agent

MakingJamie

Autonomous Apple Search Ads manager: a Claude agent + MCP server + skill, with PKEI-scored bid optimization and human-approval gates.

★ 1updated 5 months ago
34
10161

Doctor MCP CLI

LSUFN

Diagnose broken MCP configs for Claude, Cursor, VS Code, and other AI tools.

★ 1updated 4 months ago
34
10162

Daxie

daxchain-io

Agent-first Ethereum wallet in Go: CLI + MCP server with local custody, JSON workflows, and spend-limit guardrails.

★ 1updated a month ago
34
10163

ResearchX

xingguangYan

ResearchX — AI Research Operating System. Literature-driven AI research assistant for full scientific lifecycle.

★ 1updated a month ago
34
10164

Research Insights

ecidk

Research & Insights MCP server for SoundScribe - 18 tools for bulk analysis, validation, and Signal export

★ 1updated 6 months ago
34
10165

SuperBox Executor

areebahmeddd

Runs MCP servers on-demand via Cloudflare Workers and Durable Objects

★ 1updated 4 months ago
34
10166

SceneForge

aman-24052001

Local images to navigable 3D Gaussian Splat scene. Free, self-hosted, CPU-capable (COLMAP + OpenSplat). No API keys.

★ 1updated 4 months ago
34
10167

Howdex

rossbuckley1990-hash

The audit and verification layer for AI agents - verified procedural memory with compliance reports (SOC 2, EU AI Act, NIST AI RMF), a public procedure registry, and the verifier…

★ 1updated 3 months ago
34
10168

Voice Send MCP

asashiki

🔊 TTS voice bubbles in AI chat — MiniMax / OpenAI / ElevenLabs / Edge, playable MCP Apps widget | 对话内语音气泡 MCP

★ 1updated a month ago
34
10169

Reranker

globalpocket

A generic Model Context Protocol (MCP) server for high-accuracy document reranking using sentence-transformers (Cross-Encoder). Ideal for enhancing RAG and AI agent decision-makin…

★ 1updated 5 months ago
34
10170

Code KB

liuyi585851

Retrieval & navigation service for a code monorepo + its docs: indexes source and docs into small, locatable "atoms" and answers with a strict cite-or-die policy. Agent-first, MCP…

★ 1updated 3 months ago
34
10171

Bluex MCP

Derek-Wong213

MCP server that turns your X Premium / SuperGrok subscription into live X + web search for any MCP agent — via local Grok CLI, no API key

★ 1updated 4 months ago
34
10172

Robinhood AI Portfolio Analyzer

BPrakhar30

Production-grade AI portfolio copilot: PydanticAI + MCP agents, Robinhood sync, macro analysis, and streaming chat on FastAPI & Next.js

★ 1updated 2 months ago
34
10173

Mal MCP Worker

Leander-Andersen

MCP server for My Anime List (MAL) API – enables structured anime / manga data access for LLM tools and integrations

★ 1updated 2 months ago
34
10174

Awesome MCP Finance

xbstack

Curated Model Context Protocol tools, servers, and AI agents for financial analysis, trading, and finance automation.

★ 1updated 4 months ago
34
10175

SmartHaus

f2calv

Agentic-on-the-Edge smart home implementation w/Microsoft Agent Framework & Model Context Protocol

★ 1updated 5 days ago
34
10176

Swift Index Store MCP

hrdkp

An MCP server that gives AI agents semantic code navigation that Xcode provides via Cmd+Click and Find Usages. Built on Apple's IndexStoreDB library, which reads the index data th…

★ 1updated 23 days ago
34
10177

Never Ask Twice

Marcelle-Labs

Enterprise Support MemoryAgent on Qwen Cloud that remembers customer context across sessions and proves it with a live re-ask-rate ablation.

★ 1updated a month ago
34
10178

American Peptide

utilityincoming

Remote MCP server for peptide research: a curated catalog and an agent that answers only from cited primary sources (PubChem, PubMed, ClinicalTrials.gov, UniProt), plus offline be…

★ 1updated yesterday
34
10179

Janusly

johnny4young

Janusly — AI operator for business workflows. Design, run, recover and operate workflows from one Go executable: React control plane, PostgreSQL as the durable queue, MCP client +…

★ 1updated 15 days ago
34
10180

Pkrelay

nooma-stack

Token-efficient AI browser bridge. MCP server + Chrome extension for structured browser perception and control.

★ 1updated a month ago
34
10181

Briefing Agent

IsaacCavallaro

TypeScript briefing agent that uses MCP, model-driven tool calls, and lightweight evals to generate structured briefings from a controlled knowledge source.

★ 1updated a month ago
34
10182

Swarmskills

swarmclawai

CLI and MCP server for managing Claude Code skills, plugins, and marketplaces

★ 1updated 6 months ago
34
10183

Sec Theharvester MCP

schwarztim

MCP server for theHarvester - Email/subdomain harvester for OSINT reconnaissance

★ 1updated 5 months ago
34
10184

Fiddle

pkemkes

Browser-based debugging and inspection tool for Model Context Protocol (MCP) servers — like Postman, but for MCP. Connect via stdio or SSE, send requests, and inspect JSON-RPC res…

★ 1updated 6 months ago
34
10185

Cognitive Bullwhip Diagnostics

JIPRO589

Deterministic MCP middleware for detecting cognitive amplification failures in LLM agent systems. Maps the supply chain Bullwhip Effect onto multi-layer AI decision pipelines. 6 t…

★ 1updated 5 months ago
34
10186

Yass Kween Dolor Ipsum

remixmb

A themed placeholder-text generator. Lorem ipsum, but make it iconic — sassy, corporate, pirate, hacker, and more.

★ 1updated a month ago
34
10187

Pyrit MCP Server

Nislive

Arm any MCP-capable agent to autonomously red-team a target LLM. Microsoft PyRIT exposed as 31 composable MCP tools: attacks, scoring, converters & scenarios

★ 1updated 4 months ago
34
10188

Liber

useliber

The first open decision knowledge layer for the AI era — the .liber format + a growing library of decision-knowledge files for humans and AI agents.

★ 1updated 4 months ago
34
10189

Skinki

raveunicorn

Local-first memory engine for AI agents — on-device, 0 network, embeddable anywhere via a stable C-ABI + MCP. Honest benchmarks, including the parts that failed.

★ 1updated 3 months ago
34
10190

Aryeo MCP

doublebash

Custom MCP server giving Claude live access to Aryeo (real estate listings, orders, products, scheduling) via Cloudflare Workers + OAuth 2.0.

★ 1updated 2 months ago
34
10191

Faf Server Card Ref

Wolfe-Jam

Reference MCP Server Card carrying FAF context in _meta — validated against MCP's own schema, served live on Cloudflare Workers.

★ 1updated 10 days ago
34
10192

BaseMem

ashvin-to

Persistent graph-based memory and knowledge base for AI agents with MCP integration, code intelligence, and cross-session context.

★ 1updated 10 days ago
34
10193

Shelly API MCP

adambenhassen

Read-only MCP server exposing Shelly Cloud electricity & energy-consumption data (live power, lifetime energy, historical usage with cost) to AI agents.

★ 1updated 4 months ago
34
10194

ClaudeBridge

Highsteads

Talk to your Indigo home automation in plain English. Claude gets live access — 168 tools to control devices, run any plugin's own actions, read sensors, write scripts, inspect tr…

★ 1updated 10 days ago
34
10195

AI Portfolio Manager

pradnyaw25

An autonomous LLM fund that scores its own stock predictions — Brier score, calibration curves, eval + ablation harness — and serves its full decision history over MCP. LangGraph…

★ 1updated 3 days ago
34
10196

Sugarcoat

eiaserinnys

stdio MCP → Streamable HTTP bridge. Eliminates zombie processes on Windows.

★ 1updated 7 months ago
34
10197

Sasquatch MCP

maximbilan

MCP server that gives Claude searchable access to the Sneaky Sasquatch game wiki — scrapes, indexes, and exposes ~986 Fandom articles via SQLite FTS5

★ 1updated 8 months ago
34
10198

AI Creative Agent

Synter-Media-AI

Generate ad creatives with AI via MCP (Amp, Cursor, Claude Desktop, VS Code)

★ 1updated 22 days ago
34
10199

PAL MEM

kairosomatic

Context filter + AI SBOM + retrieval engine for agents working against corpora larger than any model's context window. Local-first, markdown-native, MCP-ready. Haiku 4.5 reac…

★ 1updated 5 months ago
34
10200

AnB MCP

kaka-milan-22

MCP server front-end for AnB — let AI agents use secrets without ever seeing the plaintext. Go + official MCP go-sdk; security logic delegated to alice (redaction, exec allowlist,…

★ 1updated 4 months ago
34
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