IBM Code Engine MCP Server - deploy containers to IBM Cloud Code Engine from Cursor, Copilot, Claude, and Cline using natural language

IBM Code Engine MCP Server — deploy containers to IBM Cloud from Cursor, Copilot, Claude & Cline using natural language. npm · VS Code extension · MCP Registry.

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Cursor, Codex, Copilot, Gemini CLI. Local MCP server, free, open source.

MCP server that gives Claude Code your team's engineering standards — git, Rails, testing, deployment, code review, frontend

Local code-intelligence engine for AI agents — indexes a repository into a PostgreSQL code graph and serves token-budgeted context (symbols, effects, contracts, blast radius, similar code) over MCP and HTTP.

Deterministic code-graph context engine for AI coding agents - PostgreSQL, Apache AGE and pgvector, over MCP and REST

Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.

Jupyter notebooks applying clean code and design patterns to ML engineering. Each notebook shows an anti-pattern and its refactored solution. Ships as an MCP server so Claude can reference the exercises while you code.

Context Engineering is a MCP server that gives AI agents perfect understanding of your codebase. Eliminates context loss, reduces token usage, and generates comprehensive feature plans in minutes. Compatible with Cursor, Claude Code, and VS Code.

MCP server engine for the NiCE Cognigy Plugin (Claude Code, Codex, and more)

Evidence-first local context engine for AI agents - durable project memory for code, documents, and model-adaptive ContextPacks.

A HTTP MCP bridge plugin for Cheat Engine. 176 tools exposing CE's memory, scanning, debugging, and code-injection APIs to Claude Code and other MCP clients.

Local-first, code-aware engineering cognition for AI coding agents - persistent memory, contextual retrieval, and continuous cognition about your codebase.

AI-Powered Full-Pipeline Music Composition Engine — Multi-Agent Lyric Writing → Sheet Music (PDF/MIDI/MusicXML) → Demo Audio (MP3) → Quality Eval → Publish. Zero GPU required. AI coding agent native. / AI 驱动全链路音乐创作引擎 — 多Agent作词→乐谱→Demo→评估→发布。零GPU。AI智能体原生。

Terminal-first, local-first context engine for Codex and Claude Code. AST indexing, dependency graphs, MCP tools, Agent Skill, and an optional VS Code HUD.

AI context engine for Claude Code, Cursor, Windsurf — pack, compress, and optimize any codebase. Save 60-90% tokens. Web dashboard on port 7456.

Prism Context Engine — Context Governance for LLMs. MCP server that gives AI coding assistants (Cursor, Claude, Windsurf, VS Code) your project's architectural rules, design system, and security constraints.

MCP server for AI coding agents — persistent engineering memory, knowledge compounding, and spec-driven development workflows. Part of TRW Framework.

Let AI agents (Claude Code, Codex, any MCP client) read and edit Unreal Engine 5.6 Blueprints headless: C++ editor plugin + MCP server

Provider-neutral MCP server for software engineering: requirements, goals, milestones, portable implementation plans, verification and durable handover for coding agents, backed by SQLite.

Xanther Context Engine MCP Server — Give your coding agent deep codebase understanding

Craft Anything GitHub: Clone ANY App UI in Seconds Without Code! Clean-room reverse engineering & reconstruction engine with 320 compiled inspection probes for local coding agents.

Task-adaptive repository context engine for coding agents: local MCP, exact token budgets, and dependency-aware retrieval.

Claude Code context engine — pack, compress, and optimize any codebase for AI. Save 60-90% tokens.

MCP server for Cloud Agent — an AI software engineer that writes code, opens PRs, reviews code, generates tests, runs security scans, and answers codebase questions. Connect from any MCP client (Claude Code, Cursor, Windsurf) and delegate engineering task

MythX Engine — open TTRPG game engine + MCP server: dice, combat, clocks, investigations, and 4 complete worlds for Claude Code & Claude Desktop

Local code-context engine + MCP server that feeds LLMs exact spans instead of whole files

Groundrule: your engineering standards, taught to every coding agent and checked on every PR. CLI, checks, packs, MCP server and hooks.

MCP server that gives AI coding agents (Claude Code, Cursor, etc.) full control over Unreal Engine 5.7 projects — headless builds & tests, Blueprint editing, actor manipulation, procedural mesh generation, and UE API documentation lookup.

Persistent cross-project memory and phase-workflow engine for Claude Code — human-gated, local-first, event-sourced. Ships as a plugin.

Local-first Engineering Memory Graph for Claude Code and Codex.

Your engineering standards, taught to every coding agent and checked on every PR. Open-source CLI, checks, packs, MCP server and hooks.

A deterministic development harness for Claude Code — MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Antigravity/Gemini)

Open-source MCP server and hook service that keeps Claude Code and Codex engineering context current as the code changes, and holds edits whose evidence changed.

Cortex by AstroQuest — the code-context engine for AI agents. find, card, read, impact: understand a codebase in a few calls and ~10x fewer tokens. CLI + MCP server, local, Rust.

🧠 Kai is a context engineering platform. It's persistent memory for AI coding copilots. Teach it once, surface context automatically. MCP server for Claude Code.

Software engineering discipline grounded in named primary standards (OWASP, ITIL, IETF RFCs, ISO, BABOK, SBAR, and more), shipped as a Claude Code plugin and an MCP server.

Stop losing team knowledge. Capture your team's engineering decisions and serve them to Claude Code, Cursor, and Windsurf via MCP.

Open-source MCP server and hook service that keeps Claude Code and Codex engineering context current as the code changes.

Memory-aware context engine for AI coding agents — up to 91% fewer tokens, 17/18 rank-1 across 6 OSS projects. MCP-native, multi-repo, with persistent observations & decisions.

MCP server that synthesizes engineering context from Jira, meetings, and docs for AI coding agents

Quality engineering for AI coding agents: a method with steps and human gates, measured by deterministic engines. Runs locally and sends no source code.

Reflect helps engineering teams see whether AI coding agents are actually improving delivery or just burning tokens, failing tools, and creating hidden debt

Deterministic Architecture & Context Engine for AI Assistants (Cursor, Windsurf, Claude). Zero-hallucination AST code graph via Model Context Protocol (MCP).

Open-source, index-free web search engine for AI agents and people. No crawler, no search API bill, no piggybacking on other engines. MCP server for Claude Code, Codex, Cursor and Gemini CLI. Self-hosted.

Fast, agnostic indexed file & code search engine in Rust: CLI, daemon, MCP server, agent skill, library

Scientific Paper Reverse Engineering & Replication: Local-first CLI + MCP server for literature gap discovery and mathematically verified code replicas.

A production-ready knowledge graph system for software engineering that connects design patterns, refactoring techniques, and software laws through semantic relationships. Built for AI agents first — integrate software engineering expertise directly into Claude Code, Cursor, and other MCP-compatible tools.

A security minded, Unity engine MCP server, enabling mechanistic vibe coding edits for Unity to enable VR Avatar and World Creation and Editing

Progmune-AI Trust Decision Engine — verify AI-generated code before it reaches production 让 AI 生成的代码可信任、可审计、可投产

Production-oriented Model Context Protocol (MCP) server for Express.js applications that enables AI clients to investigate backend systems through structured engineering tools. Exposes Git history, Winston logs, OpenAPI contracts, and source code via a secure provider-based architecture.

Zero-Token-Waste Memory Engine, Knowledge Graph & Notes System for AI Coding Agents via MCP.

AIContextBuilder (AICB): semantic code intelligence for AI coding agents on C#/.NET (dotnet). Roslyn MCP server and CLI: change impact, static analysis, code navigation (callers, implementations, dependency injection, tests, side effects, dead code) and context engineering. For Claude Code, Codex, OpenCode, Cursor; Windows desktop app included.

Token-efficient context engine for AI coding agents. v2.23.0: token-killer pack — deep-forget (unlearning propagation), dangling-reference guard, MCP schemas-on-demand. 2462 tests, 43 MCP tools, Elastic-2.0.

Agentic Code Intelligence Engine — MCP server that converts Git history into stakeholder-ready engineering reports with 18+ productivity metrics

Offline-first engineering work OS — turn daily work into promotion-ready impact evidence with a local LLM. Native macOS app + MCP server for Claude Code & Windsurf.

Dev-only Rails engine that plugs AI coding agents into your running app: MCP introspection tools + stack-matched skills from companion gems

Let your AI assistant read Unreal Engine game files: Blueprints, DataTables, levels and native code.

Local-first context engine for AI coding agents. Pre-indexes your codebase into a dependency graph and feeds any MCP agent only the code that matters, so it stops rediscovering your repo before every change. Fable-5-level results from Opus 5 on SWE-bench