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61,838 results in MCPs, Infrastructure, Observability, Memory · page 44 of 2,577

MCPsExperimental

emilia-mcp-server

The accountability layer for AI agents — a named human's signed yes before an agent does anything irreversible (payment, record change, deploy), then an offline-verifiable Trust Receipt. Apache-2.0, formally verified.

94.4649 stars · 13 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

babelcloud-gru-sandbox

Secure, self-hostable sandbox for running Python, TypeScript, and Bash code in isolated Docker containers with automatic resource management for local command execution.

94.4180 stars · 50 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

gh-saidutt46-domain-check

Universal domain availability checker with RDAP/WHOIS, batch checks, TLD presets, and name generation.

94.4309 stars · 20 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

magicuidesign

Provides structured access to Magic UI's component library for generating accurate code suggestions with proper installation instructions for implementing visually appealing UI elements in web applications.

94.4205 stars · 36 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

lobu

MCP server for Lobu, the open-source backend for AI teammates, providing durable memory and agent capabilities. It enables AI assistants to watch, remember, and act across company tools with sandboxed execution.

94.4223 stars · 31 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

fengin-image-gen

Accepts text descriptions, generates corresponding images, and offers image download and save functions.

94.4229 stars · 30 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

montevive-penpot

Integrates with Penpot's API to enable project browsing, file retrieval, object searching, and visual component export with automatic screenshot generation for converting UI designs into functional code.

94.4237 stars · 28 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

foundry-vtt

Connects Claude Desktop with Foundry Virtual Tabletop game sessions through Socket.IO to provide access to live character sheets, scene data, compendium searches, and world metadata for character analysis, rules lookups, campaign planning, and real-time game assistance.

94.466 stars · 81 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

io-github-oleksiijko-pmb-ai

Local-first memory for AI coding agents using SQLite, enabling persistent recall of decisions, lessons, and project context without cloud or API keys.

94.4278 stars · 23 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsExperimental

jlceda-mcp-server

Enables AI coding assistants to control JLCPCB EDA for PCB automation, exposing 39 tools for component manipulation, routing, copper pour, DRC, and more. Includes a built-in PCB agent for orchestrating multi-step tasks.

94.4231 stars · 29 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

hannesrudolph-qdrant-docs-rag

Real-time documentation context through vector-based search and retrieval via Qdrant.

94.4265 stars · 24 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

open-edison

Deterministic agentic data firewall that secures, monitors, and controls AI agent interactions with data and software via MCP, preventing data leaks.

94.4288 stars · 22 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

yangkyeongmo-apache-airflow

Provides a bridge to Apache Airflow for managing and monitoring workflows through natural language, enabling DAG management, task execution, and resource administration without leaving your assistant interface.

94.4178 stars · 50 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

marianfoo-arc-1

Connect AI agents to SAP ABAP systems for reading, writing, and managing SAP data.

94.4175 stars · 53 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

ckanthony-openapi-swagger-converter

Automatically converts Swagger/OpenAPI specifications into toolsets, enabling interaction with any API without additional coding through secure key management and dynamic request construction.

94.4194 stars · 39 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

aashari-atlassian-bitbucket

Integrates with Bitbucket's REST APIs to enable repository management, pull request handling, and workspace operations with TypeScript-based error handling and pagination support

94.4162 stars · 60 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

hanzi-browse

MCP server providing browser automation for AI agents with context-aware playbooks and skills for complex websites.

94.4176 stars · 51 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

lawchat-oss-taiwan-legal

Searches Taiwan judicial decisions and laws across 11,700+ statutes.

94.4183 stars · 45 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

securityfortech-secops-mcp

All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.

94.4208 stars · 33 forks
Harnessclaudecodexcursorgeminiopencode
mcpsecurity
No one-command install · SourceDetails
MCPsExperimental

gopeak

Enables AI assistants to edit, run, inspect, and fix Godot 4 projects through an MCP server with dynamic tool groups and setup-gated capabilities.

94.4248 stars · 25 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

cycode-security-scanner

Integrates with Cycode's security platform to perform automated SAST, SCA, IaC, and secrets scanning on local files, Git repositories, and commit ranges with detailed vulnerability reports and remediation guidance.

94.4100 stars · 66 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

henkdz-postgresql

Integrates with PostgreSQL databases to enable schema management, data migration, performance monitoring, and security configuration through direct database operations without requiring separate management tools.

94.4200 stars · 36 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

antarikshc-perfetto-trace-analyzer

Turn natural language into powerful Perfetto trace analysis

94.3217 stars · 30 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

containarium-cloud

Persistent, secure LXC sandbox environments for AI agents with native MCP support.

94.3289 stars · 21 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
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