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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@humancontext/intent-enginegithub.com/nav-stackai/hc-intent-engineupdated this year
Human-intent extraction from AI coding sessions. MCP server + CLI for Claude Code, Cursor, Windsurf, and more.
npm Apache-2.0 -
Agent-first SEO quality, intent and opportunity engine with CLI and optional MCP server.
pypi MIT -
The repo-native record of intent and approvals for AI-assisted engineering — validated, attributable, readable by any agent. CLI + MCP.
npm MIT -
WingFoil — the repo-native intent layer for AI-native software engineering
npm MIT -
Model-Database-Protocolgithub.com/DorukYelken/Model-Database-Protocolupdated this year
Model Database Protocol — intent-based, secure database access for LLMs with schema validation, policy engine, data masking, and MCP server support
★ 8 -
Multilingual decision engine for intents you describe in plain words, no training examples. It picks the matching intent, with a margin that flags doubtful answers; R2Intent v1 also answers yes or no (beta), with probabilities. About 26 ms per message on a GPU (compiled). Python, HTTP or MCP, self-hosted. Library Apache-2.0; models CC BY-NC 4.0.
Apache-2.0 ★ 1 -
Agent-first local SEO scoring, search-intent and opportunity engine with CLI and optional MCP server.
MIT -
mdbpgithub.com/dorukyelken/mdbpupdated this year
Model Database Protocol — intent-based, secure database access for LLMs with schema validation, policy engine, data masking, and MCP server support
pypi MIT -
Antigravity_UnrealEngine_Max is an AI-powered real-time procedural creation system for Unreal Engine 5.7 that enables sentient, node-based multidimensional memory. The system bridges natural language intent with environmental execution by allowing an AI (Gemini 3-Flash) to procedurally manifest code, actors, materials, and physics in real-time.
★ 6 -
Metis turns agent intent into governed, reproducible, engine-neutral queries over shared semantic assets through semantic discovery, resolution, validation, planning, and compilation.
Apache-2.0 ★ 4 -
Zero-token ($0) E2E Playwright QA engine for Claude Code, Google Antigravity & Cursor. Crawls live DOMs into ~1.2k-token accessibility maps, runs self-healing intent plans locally, and compiles to native .spec.ts. Dual-mode: Agent Skill CLI + Stdio MCP Server.
MIT ★ 2 -
Cognitive middleware for personal and enterprise AI agents: 14 MCP tools and a REST API for intent mirroring, persona/context profiling, decision support, memory, guardrail checks, and approval workflows. Deterministic offline engines with optional live Jev, SQLite/PostgreSQL, and Docker.
MIT ★ 1 -
Windows Computer Use for AI Agents. Both a tool (22 MCP tools for click, type, screenshot, OCR, UI inspection) and an agent (autonomous mission engine, macro recorder, intent-based discovery, event watchers). Built with opencode (DeepSeek V4). Ships as MCP server, web UI, and Tauri desktop app.
MIT ★ 53 -
60-second visual decision galaxy & deterministic intent compiler for Claude Code (MCP), local CLI and browser extensions. Zero dependencies.
AGPL-3.0 -
Stop AI coding agents from guessing. MCP server + Claude Code plugin that enforces intent alignment BEFORE coding: PRD → intent-confidence gate → Mermaid contracts (state machines / sequence diagrams / decision tables) → mechanical lint with zero CRITICAL → then code. Human-in-the-loop, file-persisted, zero-config.
MIT ★ 3 -
@semanticintent/semantic-wake-intelligence-mcpgithub.com/semanticintent/semantic-wake-intelligence-mcpupdated this year
Wake Intelligence - 5-layer temporal intelligence brain for AI agents. MCP server with causality tracking, memory management, predictive pre-fetching, meta-learning, personality modes, causal graph visualization, and Rune Protocol integration.
npm MIT -
Claim-Driven Development: turn software intent into verifiable evidence.
NOASSERTION ★ 189 -
FullyDefined – AI for SOLIDWORKS. MCP server for Claude, Gemini/Antigravity and other AI apps that builds fully defined parts from your design intent.
MIT ★ 1 -
cligithub.com/prjct-app/cliactive
The agentic harness for AI coding agents — intelligence is rented, the harness is owned. Runs the full work cycle: intent briefs, bounded RAG context from real code intelligence, persistent memory, preventive guardrails, and performance evals. One CLI + MCP server, SQLite inside. Claude Code, Codex, Gemini CLI, Cursor & OpenCode.
MIT ★ 1 -
For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale. cladding wraps your AI coding agent: your intent goes in before it writes, and the result is verified against your spec after, so those three are earned, not assumed. First L4 implementation of the Ironclad standard.
MIT ★ 16