MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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parallel-browser-mcpgithub.com/etairl/parallel-browser-mcpupdated this year
MCP server for parallel browser automation across multiple providers.
npm apache-2.0 -
playwright-mcp-parallelgithub.com/martin-lzh/playwright-mcp-parallelupdated this year
Modded Playwright MCP server with parallel browser instance isolation for multi-agent workflows
Apache-2.0 -
claude-chrome-parallelgithub.com/shaun0927/claude-chrome-parallelupdated this year
Ultrafast parallel browser MCP. Say 'ccp' and Claude automates your Chrome.
npm MIT -
An MCP server for parallel browser automation by AI agents with multiple cloud providers
Apache-2.0 ★ 44 -
@wundam/orchexgithub.com/wundam/orchex-communityupdated this year
Autopilot AI orchestration — auto-plan, parallelize, and execute with ownership enforcement
npm BUSL-1.1 -
@matware/e2e-runnergithub.com/fastslack/mtw-e2e-runnerupdated this year
E2E test runner using Chrome Pool (browserless/chrome) with parallel execution
npm Apache-2.0 -
Go CLI and MCP server for managing Parallels Desktop VMs on macOS and inspecting, controlling, and screenshot-testing Windows applications.
GPL-3.0 -
Turn Claude Code into a plan-execute-validate loop with parallel work, intelligent retry, and memory
MIT ★ 35 -
mcp-dev-cliupdated this year
MCP Server — unified parallel development platform. Structured startup flow, governed multi-role sessions, audit trail, recovery, dashboard, and report export for Claude Code.
npm MIT -
Instant git worktree bootstrap with CoW node_modules, env copy, and port shifting for parallel agents
npm MIT -
Instant git worktree bootstrap with CoW node_modules, env copy, and port shifting for parallel agents
npm MIT -
AI-powered pentesting automation with MCP integration for Claude Code - parallel scanning, OWASP ASVS 5.0, workflow recording/replay
NOASSERTION ★ 1 -
claude-context-syncgithub.com/ybin4548/claude-context-syncupdated this year
MCP server that automatically summarizes and shares context across parallel Claude Code sessions
npm MIT -
mcp-hivegithub.com/hamsa0x7/mcp-hiveupdated this year
🐝 The Swarm Orchestration Layer for Complex Agentic Work. Breaking the Hallucination Loop with high-force parallel delegation.
MIT ★ 1 -
Use Claude subagents in Codex via an MCP server with parallel delegation across up to four concurrent agents.
MIT -
Parallel video rendering with live dashboard, GPU auto-detection, checkpoint system, and stream-copy concat. Includes an MCP server, a Claude Code skill, and a CLI.
npm MIT -
SwarmTask: Parallel shell command execution via MCP protocol. Submit multiple tasks, get real-time progress. Perfect for system admin & development workflows.
★ 2 -
mcp-supersubagentsgithub.com/yigitkonur/mcp-supersubagentsupdated this year
MCP server for spawning and managing parallel AI agents. Run multiple autonomous Copilot sessions as background tasks with isolated workspaces and multi-account PAT rotation.
★ 1 -
MCP work queue for parallel coding agents: claim fencing, path-scoped claims, typed links, atomic batches, hash-chained history (composes with kronicle-lite).
npm Apache-2.0 -
@yuuqq/jules-dispatchgithub.com/yuuqq/jules-dispatchupdated this year
Turn Google Jules into a massively parallel AI coding workforce — batch-dispatch CLI + MCP server for Claude Code & Codex, with optional OpenAI-compatible task planning
npm MIT -
@vk0/agent-claim-mcpgithub.com/vk0dev/agent-claim-mcpupdated this year
Local-first MCP server for parallel AI coding agents to claim file ownership before edits, preventing stomping on each other in the same worktree.
npm MIT -
Parallel video rendering with live dashboard, GPU auto-detection, and stream-copy concat. MCP server with 7 typed tools for AI agents, a Claude Code skill, and a CLI.
npm MIT ★ 3 -
Round-robin web search over the free tiers of multiple search APIs (Tavily, Firecrawl, Parallel, Exa, …) as an MCP server — with a dashboard for keys, engine order/toggles and live quota status.
npm MIT ★ 2 -
Thermodynamic computing in pure Rust: energy-based models, block-Gibbs, parallel tempering, thermodynamic linear algebra, stochastic differentiable programs, a variational compiler onto device topologies, and a joules ledger. Zero deps, wasm-clean, verified against exact physics — and it reaches real Ising silicon through the same trait as a CPU.
Apache-2.0 ★ 2 -
The tower of guard for parallel coding agents. Keeps parallel coding agents from stepping on each other. Claims, contracts and change notices over MCP.
MIT ★ 4 -
Scale parallelism. Preserve alignment. A fleet of coding agents builds one task in parallel against a spec contract; a decision that contradicts one already in force is refused — deterministically, no model in the decision path.
MIT -
git-worktree-toolboxgithub.com/ben-rogerson/git-worktree-toolboxupdated this year
Easily manage git worktrees, launch tasks and work on multiple features in parallel.
★ 21 -
mcp-conductorgithub.com/darkiceinteractive/mcp-conductorupdated this year
97% fewer tokens. Parallel MCP execution through a sandboxed Deno runtime.
MIT ★ 1 -
towergithub.com/itsHabib/towerupdated this year
A control tower for parallel git worktrees + their PRs — TUI, CLI, MCP.
MIT -
Stealth browser automation for AI agents — real Chrome, N parallel persistent logged-in sessions.
pypi Apache-2.0 -
Model Context Protocol (MCP) servers built with FastMCP, with parallel implementations in Python and TypeScript.
MIT -
Coordinate parallel coding agents, above Git. Installs the Foremerge CLI and MCP server.
npm Apache-2.0 -
MCP server that lets Claude Code spawn autonomous sub-agents in parallel tmux sessions.
MIT ★ 2 -
MCP server implementing Anthropic's multi-agent research architecture — parallel subagents, adaptive stopping, citations. On npm.
MIT -
Parallel YouTube clipping for AI agents — MCP server + CLI on yt-dlp and ffmpeg
MIT -
A Windows Chromium browser for parallel MCP agents, isolated workspaces and seamless live-tab handoff.
Apache-2.0 ★ 3 -
Stop hallucinating numbers. MCP server for Ultimath: math on eight independent engines, in parallel.
npm MIT -
async-bash-mcpgithub.com/vincent-chang/async-bash-mcpupdated this year
A Rust MCP server for spawning and managing bash commands asynchronously. Run multiple shell commands in parallel and check their progress independently.
MIT ★ 1 -
Claude Code Multi-Worktree Helper - Single-session parallel worktree automation with MCP server
npm MIT -
Multi-agent LLM research platform: parallel data agents, synthesis agents, deterministic guardrails, MCP server
MIT ★ 1 -
Claude Code orchestrates OpenCode worker agents: dynamic model routing, parallel-write safety, independent verification and read-only review.
MIT -
agoragithub.com/CopperEagle/agoraupdated this year
MCP server for seamless, massively parallel agent collaboration to boost your productivity
MIT ★ 1 -
MCP-based multi-agent dispatch hub for Claude Code — parallel worker orchestration with git worktree isolation
MIT -
market-microstructure-manipulation-mcpgithub.com/apifyforge/market-microstructure-manipulation-mcpupdated this year
Market microstructure analysis and manipulation detection via an MCP server that orchestrates 14 financial data actors in parallel.
MIT -
Let Codex lead and DeepSeek do the work: parallel, persistent DSH agents with native completion callbacks and no model polling.
npm MIT -
MCP server for multi-terminal Claude Code orchestration with DAG task management, parallel execution, and self-improvement
npm MIT -
Local MCP server that runs supervised agent teams, MiMo Code and DeepSeek Harness in parallel, with crosscheck and independent review.
MIT -
MCP server that dispatches and supervises parallel Codex CLI workers, one isolated Git worktree each, with a persisted work state machine.
npm MIT -
mtw-e2e-runnergithub.com/fastslack/mtw-e2e-runnerupdated this year
JSON-driven E2E test runner with parallel execution, Chrome pool, and Claude Code MCP integration
Apache-2.0 ★ 7 -
Stop hallucinating numbers. MCP server for Ultimath: math on multiple independent engines, in parallel.
MIT -
Free web search for AI agents — multi-engine parallel, smart re-ranking, zero API keys. | 免费 AI 联网搜索 — 多引擎并行、语义重排、零 API Key
NOASSERTION ★ 28 -
Alexa+ MCP server, six agentic AI workflow, that sends parallel browser agents across the web, compares options, and speaks the answer back.
MIT -
Persistent DeepSeek subagents for Codex: parallel work, native completion callbacks, and no model polling.
npm MIT ★ 4 -
cursor_multi_model_mcpgithub.com/felixzhudev/cursor_multi_model_mcpupdated this year
MCP server for Cursor — query OpenAI (GPT), Google (Gemini), and Anthropic (Claude) in parallel. Single tool, env-based config.
MIT -
Multi-provider Pi agent teams over MCP with parallel delegates, coordination, steering, and optional crash recovery
npm MIT -
Turn Google Jules into a massively parallel AI coding workforce — batch-dispatch CLI + MCP server for Claude Code & Codex
npm MIT ★ 5 -
Local task queue + live board so parallel Claude Code / Cursor / Codex sessions stop double-claiming work. One binary, SQLite, no account.
MIT -
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.
MIT ★ 1 -
Expose Devin ACP sessions as lifecycle-managed subagents over MCP: parallel dispatch, blocking coordination, mid-flight steering, and session persistence.
MIT ★ 1 -
A real browser for AI agents over MCP. Live viewer, human handover and parallel sessions. MIT.
NOASSERTION ★ 3