MCP Apps & Servers

PDF MCP

jztan

Surgical PDF access for AI agents with hybrid search, OCR, and chunked reading to avoid context overflow.

Axion MCP

dhenenjay

Connect Claude to Google Earth Engine for satellite imagery analysis, vegetation indices, wildfire/flood risk modeling, and geospatial exports.

Google AI Mode MCP

pleaseprompto

Professional-grade web research via Google's AI Mode with cited, synthesized answers for any LLM.

tinyMCP

golioth

Control embedded devices and hardware via the Model Context Protocol using Golioth management API.

JARVIS Algo Trader

Hasan202419

Paper-trading algo trader with deterministic risk layers and AI-driven analysis tools.

ProspectPro

alextorelli

Verified business intelligence platform for small business lead generation. Zero fake data — contacts sourced from Apollo API, chamber directories, and professi

RPG Encoder

userfrm

Give AI coding agents a semantic brain for any codebase with a comprehensive semantic graph and 27 specialized tools.

AIRP-Core

ghostxia

Independent, open-source LEGO-style Agent backend with self-orchestrated LLM loops and state persistence.

Trivy MCP Server

aquasecurity

Integrate Trivy's security scanning capabilities directly into your AI tools for natural language vulnerability analysis.

wasmVision

wasmvision

High-performance computer vision engine using WebAssembly and OpenCV for embedded or cloud deployments.

MCP Dev Server Manager

bloopai

Launch and manage multiple development servers in parallel with automatic port allocation and log capture.

Valet MCP Server

peterday

Securely manage encrypted secrets and environment variables for your team without exposing values to the AI.

MCP Apps Conformance

alpic-ai

WPT-style host-conformance test platform for validating the MCP Apps specification (SEP-1865).

Pummit

HidemaruOwO

Git commit CLI with emoji and AI-automation, supporting MCP for agentic coding workflows.

Argo CD MCP Server

argoproj-labs

Natural language interface for Argo CD, enabling AI assistants to manage Kubernetes applications and GitOps workflows.

VantaGate

aderix

Human-in-the-Loop authorization gateway that secures high-risk AI agent actions via Slack or Email approvals.

Agent Forge

HundunOnline

Forge and manage AI agent personalities with customizable expert traits and multi-round dialogue simulation.

ht-mcp

memextech

High-performance Rust MCP server for headless terminal (ht) with multi-session management and live web preview.

mcp-kubernetes

Azure

Enable AI assistants to interact with Kubernetes clusters, translating natural language into kubectl operations.

DebugMCP

microsoft

Give your AI agents full control over the VS Code debugger: breakpoints, stepping, and variable inspection.

Skilljack MCP

olaservo

Discover and serve Agent Skills directly into your LLM's context via MCP.

Octopus Deploy MCP Server

octopusdeploy

Official MCP server for Octopus Deploy, allowing AI assistants to inspect, query, and diagnose DevOps deployments.

FTL MCP

benthomasson

High-performance Ansible automation and Infrastructure-as-Code generation powered by faster_than_light.

Augments MCP Server

augmnt

Real-time framework documentation provider for AI assistants with BM25 search and intent-aware formatting.

DBHub

bytebase

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, and SQLite.

DrissionPage MCP

wxhzhwxhzh

Browser automation MCP server using DrissionPage and FastMCP for powerful AI-driven web interaction.

Agent Bus

mustaphasteph

Local message bus for AI agent coordination. Let Claude Code, Codex, and Cursor sessions talk to each other via SQLite.