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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MCP server that lets Claude Code agents delegate tasks to agents in other project directories
pypi MIT -
MCP server + CLI that lets Claude Code agents delegate tasks to agents in other project directories. Multi-agent orchestration: parallel dispatch, sessions, async jobs, agent dialogues.
MIT ★ 31 -
human-dispatch-mcpgithub.com/zyntarasystems/human-dispatch-mcpupdated this year
MCP server that lets any AI agent dispatch real-world tasks to human workers
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Dispatcher for the herdr-tasks board - a worker agent pane per ready task, the goal delivered, the worker tracked, and a stop at review, in one Go binary.
MIT ★ 1 -
Token-efficient multi-agent task dispatcher & self-scaling orchestrator for Antigravity (AGY)
MIT -
Pre-execution tool validation, failure prevention hints, dynamic skill selection, and agent dispatch gate MCP server.
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agent-ticket-systemgithub.com/willrone/agent-ticket-systemupdated this year
Multi-agent ticket platform with MCP harness, dispatch/review/audit lifecycle, and live acceptance gate.
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MCP-based multi-agent dispatch hub for Claude Code — parallel worker orchestration with git worktree isolation
MIT -
MCP server that dispatches background tasks to external agent CLIs (Claude Code / OpenCode): detached runners, SQLite state, needs_input resume, Feishu notifications.
npm MIT -
kanbugithub.com/hydro13/kanbuupdated this year
Self-hosted project management for OpenClaw users. Dispatch tasks to AI agents, track their work, and stay in control.
MIT ★ 10 -
⚡ Ultra-Reliable AI Inference Gateway & Verifiable Agent Control Plane. Dual-Dispatch, Zero-Token JSON Auto-Healer, VaaS On-Chain Attestation, FastMCP & Vercel AI SDK.
Apache-2.0 ★ 89 -
MCP server that turns Google Antigravity (agy) into Gemini sub-agents you can dispatch from Claude Code — parallel fan-out, background jobs, structured output.
MIT ★ 2 -
AtlasMind-Netra-mcpgithub.com/sunishbharat/AtlasMind-Netra-mcpupdated this year
AtlasMind-Netra-mcp is the AI agent and MCP server layer of the AtlasMind platform.AI agent and MCP server for AtlasMind. It clarifies ambiguous queries through conversation before dispatching to Jira
MIT ★ 1 -
State machine dispatch server for AI agent workflows. Typed YAML specs, MCP server (stratum-mcp), and Python library (stratum-py) — postconditions, retries, gates, and auditable execution traces for Claude Code and Codex.
NOASSERTION ★ 2 -
dynamic-skill-loadergithub.com/farhanic017/dynamic-skill-loaderupdated this year
Universal MCP skill dispatcher for AI coding agents. Load Claude Code, OpenCode, Cursor, Gemini, command, and GitHub-hosted skills on demand.
GPL-3.0 ★ 7 -
mjloopgithub.com/MohdAljahdali/mjloopupdated this year
A Claude Code plugin that runs work as verified cycles: a leader composes a track's agent roster, dispatches contract-bound agents in isolated contexts, and judges the result on evidence.
MIT -
Multi-LLM MCP server for Claude Code & Codex — route AI agent work across 20+ low-cost provider buckets with round-robin dispatch and quota-aware fallback.
npm MIT -
把订阅的模型、按量付费模型和生图生视频模型统一管起来:Claude Code、Codex、WorkBuddy、Hermes 等智能体在哪都能用,按难易自动挑模型,失败自动换下一个,能省就省。A local model dispatcher for AI agents: subscription first, cheap models for chores, strong models for hard problems.
MIT ★ 1 -
Kanbanana replaces sprawling, merge-conflict-prone markdown coordination files (BOARD.md, GPU_LOCK.md, SKILL.md) with an atomic SQLite-backed HTTP MCP server, A2A (/.well-known/agent.json) agent discovery & task dispatch, isolated Git worktree provisioning and FIFO feature locks
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Self-hosted control center for AI coding agents across your machines: Claude Code, Codex, Gemini CLI, opencode, Aider and more. Health, sessions, tunnelled ports and a terminal from any device. Dispatch a task to the machine with the most room, and let agents drive it over MCP. Nothing installed on the machines it manages.
MIT ★ 1 -
@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 -
Turn locally installed coding harnesses (Claude Code, Codex, Cursor, Antigravity) and local/remote API endpoints into tools any AI can call, with async job handling for long-running agent work.
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 MCP server that sends coding tasks to the agent CLIs you already pay for.
MIT -
Message channel between the agent sessions on one Mac (Claude Code, Codex, Grok Bot): find a session, deliver a message, get receipts and replies. CLI, MCP plugins, hook, desktop app.
MIT -
One MCP stdio endpoint for a whole toolchain — GitHub, GitLab, cloud, mail, browser and research tools — with capability-gated dispatch, a machine-checked ABI, and cartridges fetched on demand from boj-server-cartridges. Zero runtime dependencies.
MPL-2.0 ★ 3 -
clawkitgithub.com/Iamalphaoff/clawkitupdated this year
ClawTools AI Agents 2026 - Ultimate Autonomous Tool Layer for GitHub Developers
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Official AI integrations for LiteTMS.eu, including MCP servers, skills, and agent tooling.
MIT ★ 1 -
Repo guardian: MCP server and filesystem layer. Combined eviction of mcp-repo-guardian + repo-guardian-fs per #492.
MPL-2.0 ★ 1 -
Canonical registry of BoJ capability cartridges — each one a machine-checked ABI, a five-symbol C-ABI implementation and a loopback adapter, minted from a single template. Hosts (boj-server, panll) fetch from here on demand.
MPL-2.0 ★ 2 -
User Dispatch MCP: AI Feedback Widget + Server 2026 - One Command Install
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energyatit-mcp-servergithub.com/kasathur/energyatit-mcp-serverupdated this year
MCP server for energy infrastructure — dispatch batteries, verify carbon, read grid meters across 8 protocols
MIT ★ 1 -
MCP server that dispatches and supervises parallel Codex CLI workers, one isolated Git worktree each, with a persisted work state machine.
npm MIT -
Expose Devin ACP sessions as lifecycle-managed subagents over MCP: parallel dispatch, blocking coordination, mid-flight steering, and session persistence.
MIT ★ 1 -
One MCP server routes LLM calls across 20+ providers, using round-robin dispatch and fallback to reduce rate-limit interruptions and cut costs up to 100x.
npm MIT -
An AI dispatcher for Infinite Flight: real flights from FlightAware, SimBrief plans, and takeoff N1 targets. Open source, bring your own keys and ChatGPT plan.
GPL-3.0 -
Native Model Context Protocol (MCP) server providing typed state-action schema arbitration, deterministic action dispatch, and token-saving pre-escalation filters.
MIT -
MCP server for AutoRev AI. Run your field service business from Claude: answer calls, book and dispatch jobs, build estimates, chase invoices. For HVAC, plumbing, electrical, roofing and pest control.
MIT -
Xiaomi MiMo bridge for DeepSeek Harness (DSH): dispatch to MiMoCode (`mimo` CLI) or the Xiaomi MiMo Desktop client, preselected in settings (backend = mimocode | mimo-desktop). Full DSH control on the CLI path (--dangerously-skip-permissions), Desktop loc
npm MIT -
Local MCP server for spintax templates — validate, render and analyze over stdio with @spintax/core, no network and no size caps. Ships the shared tool module and JSON-RPC dispatcher the hosted server at spintax.net/mcp is built to run from.
npm MIT -
multi-agent-brokergithub.com/marsyanggo/multi-agent-brokerupdated this year
Make LLMs from different vendors collaborate as one team. Capability-based task routing across Claude / GPT / Gemini / Ollama. Lead dispatches → broker filter-broadcasts → workers (any LLM, any host) pick up matching tasks. Single-vendor stacks already have subagents — this is for when the right tool for the job lives in another vendor's stack.
NOASSERTION -
The bottleneck in AI coding isn't the model: It's the babysitting. Gobby is a local daemon that turns a task into a PR across Claude Code, Codex, Gemini, Qwen, and Droid. Stage dispatch, hook-time rules, progressive MCP proxy, and more. Gobby built Gobby: ~5K commits, ~15K completed tasks and counting.
NOASSERTION ★ 22