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.
Skillz
An MCP server for loading skills (shim for non-claude clients).
Exstruct
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.
Compliant LLM
Build Secure and Compliant AI agents and MCP Servers. YC W23
PhpCodeArcheology/PhpCodeArcheology
PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git…
Opendesk
Control 1 or more machines using computer use tools that integrates with your agents
Public Data Lens
MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find, compare, and assess datasets with explicit evidence, JSON-LD/DCAT metadata, and version…
qainsights/jmeter-mcp-server
✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯
Gdep
MCP server for gdep — Game Codebase Analysis Tool (Unity/UE5/C++/C#)
docx-mcp-server
MCP server for DOCX document editing — read, edit, format, comment, highlight, and track changes in Word documents
AgentProvenance
Security-oriented three-axis observability for sandboxed AI agents: model intent, app context, and runtime telemetry into verifiable evidence graphs for risk, forensics, and audit.
Guidance For Deploying Sap Abap Accelerator For Amazon Q Developer
ABAP Accelerator is an MCP server that helps organizations create, test, document, and transform SAP ABAP code faster and with higher code accuracy.
Dataforge
Free open-source business data enrichment engine. The open-source alternative to Apollo, ZoomInfo, and Clearbit.
OpenEdit
AI-native video editor driven as a local MCP server. Linux + Windows: ingest, transcribe, edit graph, melt/ffmpeg render, QC.
Deepseek MCP
DeepSeek V4 MCP server with browser UI
Scallopbot
Self-hosted personal AI assistant with MCP-native, bio-inspired memory. OpenClaw-compatible skills. LoCoMo F1 0.48 vs 0.38.
Synkora AI
Open-source AI agent platform for building, deploying, and managing AI teammates. Role-based agents (PM, Engineer, Support, Marketing) with custom tools, knowledge bases, and 50+…
Container Ts
This is a quick start guide that provides the basic building blocks to set up a remote Model Context Protocol (MCP) server using Azure Container Apps. The MCP server is built usin…
Md Anything
Local-first CLI + MCP server: Any file → AI-ready Markdown + JSON
Sorftime Seller Agent
Free AI-powered Amazon product research & marketplace intelligence for 6 platforms. Hidden Profit Index — Sorftime's proprietary algorithm for finding overlooked high-margin produ…
Locallama MCP
An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intelligently routing coding tasks between local LLMs free APIs and paid APIs.
Mesh
Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript | MCP + A2A + REST
Playwright AI Agent POM MCP Server
Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing
Ast MCP Server
By transforming source code into a queryable Semantic Graph and a structured AST, this tool bridges the gap between "reading text" and "understanding structure." For an AI assista…
Darwin Agentic Cloud
Verifiable and free cloud compute for AI agents. webMCP + MCP native. Check out our sandboxed Beta + research in the README
BugPack
Package bug screenshots into AI-ready fix instructions with MCP Server
AI Sessions MCP
MCP server for searching and accessing your AI coding sessions from Claude Code, Gemini CLI, opencode, and OpenAI Codex. Also an uploader for aisessions.dev
Zhonghao1995/agentic-swmm-workflow
modelling workflow: model building, simulation runs with manifests and continuity checks, calibration, GIS/QGIS integration, design storms and climate scenarios, uncertainty analy…
Ymm4MCP
No description published.
Pp Terminal
The Analytic Companion for Portfolio Performance
a-y-ibrahim/after-effects-mcp
class Arabic/RTL & multilingual support (works on AE in any UI language). 47 tools.
Music21 MCP Server
🎵 Production-ready MCP server for music analysis & generation | FastMCP • music21 • OAuth2 • Docker | First music21 MCP integration with enterprise features
Claude Hooks
🔗 Enhance your workflow with Claude Hooks, enabling custom command management for permission requests and status notifications in your projects.
Kilo Kit MCP
An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, and verification before completion.
Hono Telescope
Laravel Telescope-style debugging for Hono — plus an MCP server so your AI agent can read the app's live requests, exceptions and queries
Audrey
Biological memory architecture for AI agents. Cognitive memory that decays, consolidates, self-validates, and learns from experience.
Langchain MCP Tools Ts
MCP to LangChain Tools Conversion Utility / TypeScript
Valora.ai
VALORA is a control layer for AI-assisted software development
Claude Recall
Lightweight persistent memory for Claude Code with full-fidelity Recovery Mode. Zero daemons, zero API costs, zero code leaving your machine.
Intervals Icu Sync
Connect any GenAI tool to your intervals.icu data — includes MCP server, Python scripts, system prompts and coaching logic based on Joe Friel.
Gamemaker
A safe, project-aware MCP server for GameMaker Studio
PilotBrowseMCP
A browser runtime that lets AI agents control your real Chrome browser via MCP. Agents can explore websites, generate operation manuals, and reuse them to save tokens. AI操控你的真实浏览…
Simplenote MCP Server
MCP Server for Simplenote integration with Claude Desktop
Yorishiro Proxy
AI-native MITM proxy — MCP server for traffic interception, recording & replay
Rudycanshoot
Screenshot tool with MCP server — lets AI assistants capture screens, windows, and terminals. Auto-installs into Claude Code, Cursor, Windsurf, Codex, Gemini CLI, OpenCode, and mo…
Sicry
Enable AI agents to access Tor and .onion sites with a simple Python layer supporting built-in search engines and OSINT tools.
Pyapple MCP
MCP server and CLI for seven macOS apps — Messages, Mail, Notes, Calendar, Reminders, Contacts and Maps. Native frameworks, honest truncation.
Agent Airlock
Open-source security firewall for AI agents — validates tool calls, strips ghost arguments, enforces type safety, PII masking, RBAC, cost tracking & sandbox isolation. Works with…
Rijksmuseum MCP Plus
MCP server for the Rijksmuseum collections with extended metadata, semantic and full-text search, provenance analysis, similarity comparisons and spatial reasoning.
Mermaid Code
A local-first Mermaid diagram editor built on Mermaid Live Editor, enhanced with AI agent integration and desktop-native features via Tauri.
Guildbridge
🏰 Remotely hosted MCP server for Discord