MCP Servers 12,756
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ovecc
Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate

TestAtlas
Semantic map of a .NET test-automation solution for AI agents — search, impact, endpoints

Zoogent
AI agent orchestrator with Architect AI.

Oswright
Windows desktop automation that re-reads only what changed: 7x fewer tokens per task.

Dsh Verify
Agent-built web app quality gate.

Server
42 local SEO tools for AI assistants.

Ardupilot
Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol.

Server
Smart accounts, x402 payments, on-chain reputation, and service discovery for AI agents

Deadzone
Local-first MCP server: semantic search over library docs.

Brapi Server
Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across Breedbase, T3, more.

Multi-Account Gmail
Multi-account Gmail MCP server — read, search, draft, and label across every inbox.

Mailtrap
MCP server for the Mailtrap email platform — analytics, sending, contacts, sandbox

Korail
한국철도공사(KORAIL) 공공데이터 MCP 서버 — 98개 도구, API 키 신청 불필요.

Ariadne
Local-first multilingual, auditable memory for Codex, Claude Code, and MCP clients.

France Data
French public-data MCP: cross-ref health, demographics, business, geo & real-estate.
TaskTime Pro
First-party local TaskTime Pro tools for tasks, timers, expenses, invoices, reports, and planning.

ContinueWith
Install the ContinueWith AI handoff widget from coding agents (Cursor, Claude Code, Codex).
SAP MCP Server
Solana-native MCP gateway for SAP, DeFi tools, SNS identity, and x402 payments.

Rigol DHO824 Oscilloscope
Control and query Rigol DHO824 oscilloscope for waveform capture and measurements
appCN
Install & correctly use appCN React Native / Expo components, streamed from the live registry.

Warp Agent
Quote, book, and track LTL, FTL, cargo van, and box-truck freight via the Warp API.

Aidemo
Narrated, captioned product-demo MP4 from a storyboard.json; re-renders itself in CI at ~$0.

