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  • A
    license
    Not graded
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    maintenance
    An MCP server that enables easy integration with coding assistants, providing security context to AI agents. This runs locally using the Snyk CLI.
    62
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI to search, filter, and process CNKI academic literature through natural language, including structured search, metadata retrieval, full-text reading, citation export, and PDF/CAJ download.
    9
    10
    GPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    single-binary MCP server that gives AI agents a browser. 66 tools for navigation, form filling, data extraction, screenshots, and DOM diffing — built on pure Chrome DevTools Protocol.
    14
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Manages Claude Code configuration and provides cross-session intelligent memory via the Luoshu system, enabling Claude to remember decisions and project context across conversations.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A command-line interface and MCP server for managing and monitoring multiple development services through a unified terminal UI. It enables users to interact with service logs, filter messages, and control development environments directly via Model Context Protocol integration.
    -
  • A
    license
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    quality
    D
    maintenance
    Manages multiple development services with colored logs, filtering, and MCP integration for Claude Code.
    11
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that lets AI agents drive the LuckyStar/LS_KTool Android memory-debugging stack, exposing tools for memory read/write, scanning, pointer operations, and device/process management via the Model Context Protocol.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Local ledger for development ports: leases a block of ports per project slot (one per working copy), renders env files, and resolves service names to URLs. No daemon, no listener.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Drives an Android emulator or a physical device over adb. The agent screenshots, reads the UI hierarchy with true device-pixel coordinates, taps and types, manages app lifecycle, reads logcat, and runs Gradle builds and tests.
    81
    18
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server bridging Spinnaker continuous delivery platform to LLMs for application, pipeline, and deployment management
    27
    100 npm
    5
    GPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    A comprehensive MCP tools collection providing filesystem operations, command execution, system tools, and more, with cross-platform support and strong security features.
    33
    4
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Tickstem is a developer infrastructure platform for production SaaS apps. This MCP server lets you manage cron jobs and verify email addresses directly from your AI coding assistant — no dashboard needed. Register jobs, check execution history, verify emails for syntax, MX records, disposable domains, and role-based prefixes, all through natural language.
    26
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    ChannelTerm is an open-source MCP server that enables humans and AI agents to share live serial and SSH terminal sessions for embedded systems development and debugging. It allows AI agents to read device output, execute commands, assist with GDB debugging, and transfer files while keeping developers in control.
    40
    145
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Connects coding agents to local development services managed by Kranz. Agents can inspect service health, ports, logs, and run history, and perform lifecycle actions through the same live runtime as the TUI and CLI.
    25
    62
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    Provides MCP clients typed tools for Apple Ads Platform research, reporting, auditing, and receipt-gated campaign management with a local-first, read-only-by-default safety model.
    110
    7
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that provides Claude Code with 99 methodology skills, seed patterns, decision logging, and memory tools to improve software development decisions. It acts as a cognitive scaffold layer, enabling better working methods rather than just additional data.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A server interface for Bitrise CI/CD platform that enables app management, build operations, artifact management, and release management through natural language interactions.
    43
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A Model Context Protocol server for Massdriver that enables AI assistants to manage infrastructure platform resources like projects, environments, deployments, policies, and more. It provides 106 tools and supports stdio or HTTP transports.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    LLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.
    10
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    The Terraform MCP Server is a Model Context Protocol (MCP) server that integrates seamlessly with Terraform Registry and HCP Terraform APIs, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.
    1,562
    Mozilla Public 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Official MCP server built into Casdoor, the open-source identity and access management (IAM) and single sign-on (SSO) platform. It exposes Casdoor's users and applications as MCP tools over a JSON-RPC endpoint at /api/mcp, with per-tool authorization driven by OAuth scopes, and can also act as an MCP gateway that proxies and authorizes agent access to upstream MCP servers.
    14,850
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    A lightweight, cross-platform MCP server for managing background processes. Enables AI coding agents to spawn, monitor, and interact with long-lived processes.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients such as Cursor and Claude Desktop to query a GRC platform over stdio or HTTP, with read-only access by default and opt-in create, update, and delete tools subject to platform authorization.
    3
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to scaffold trading strategies, run backtests locally or in cloud workspaces, fetch session analytics, and manage research labs against an algorithmic trading platform backend.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables ChatGPT to securely control remote development servers over OAuth-protected MCP, exposing workspace-bounded tools for file editing, command execution, Git operations, and running Codex or GitHub Copilot subagents.
    5 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables coding agents to control Android emulators and iOS Simulators with fast screenshots, UI tree reads, taps, typing, logs, crash reports, test capabilities, and resets for efficient build-run-check loops.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that provides 25 tools for AI agents to query and modify a dependency graph, enabling impact analysis and provenance tracking for AI-assisted development.
    8
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents and development tools to interact with Obsidian vaults via MCP, providing direct filesystem access for reading, writing, searching, and managing notes without requiring Obsidian to be running.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCPJungle is a self-hosted MCP Registry and Gateway suitable for both local and enterprise deployments. It provides a single URL for your MCP clients to access servers and a central platform for you to track your MCPs and client-server interactions.
    1,622
    Mozilla Public 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    self-hosted development harness (Go engine + CLI + desktop, Linux first) · brief → requirements → spec → plan → build → review → release · verdicts are exit codes, never model opinions · local models first (llama.cpp, vLLM) beside any OpenAI-compatible or Anthropic endpoint · operable by humans or by other agents over MCP with recorded, attributed decisions
    11
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.
    60
    BSD 3-Clause
  • A
    license
    Not graded
    quality
    B
    maintenance
    One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnostic\[] array with consistent file:line:column navigation, parallel execution, and zero-config auto-install - for golang development.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes French electronic invoicing as a local stdio MCP server, letting an AI client create EN 16931-compliant Factur-X invoices with guaranteed legal numbering, client and organization management, and invoice history. It can also submit a generated invoice to a French e-invoicing platform (PDP) after explicit confirmation.
    5
    AGPL 3.0