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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code-engine-mcp-servergithub.com/markusvankempen/code-engine-mcp-serverupdated this year
IBM Code Engine MCP Server - deploy containers to IBM Cloud Code Engine from Cursor, Copilot, Claude, and Cline using natural language
npm Apache-2.0 -
@nutrient-sdk/document-engine-mcp-servergithub.com/pspdfkit/nutrient-document-engine-mcp-serveractive
MCP server for Nutrient Document Engine
npm MIT -
文明引擎 · 六大文明力场 × 九层推演美学参数引擎 —— MCP Server + Web + OpenAPI，让大模型直接调用文明美学知识库
MIT ★ 1 -
Unified modular Model Context Protocol (MCP) server for the Agentic Engineering Suite
npm MIT -
sketch-engine-mcp-servergithub.com/ricCap/sketch-engine-mcp-serverupdated this year
MCP server for https://www.sketchengine.eu/ (preview)
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Context-Engine MCP - Agentic Context Compression Suite
MIT ★ 402 -
Advanced Knowledge Graph Engine with semantic search and temporal tracking
pypi -
pcp-enginegithub.com/rishi-banerjee1/prompt-control-planeupdated this year
PCP — the prompt quality engine. Deterministic scoring, compilation, cost estimation & governance for AI prompts. Zero LLM calls.
npm Elastic-2.0 -
IBM Code Engine MCP Server — deploy containers to IBM Cloud from Cursor, Copilot, Claude & Cline using natural language. npm · VS Code extension · MCP Registry.
npm Apache-2.0 -
memory-enginegithub.com/qq1009128320-dotcom/memory-engineupdated this year
四层记忆引擎 (Memory Engine) — 让 Agent 越用越聪明
MIT ★ 1 -
Open-source MCP platform connecting AI applications with engineering tools, documentation, and workflows.
MIT -
A production-ready TypeScript MCP server that provides comprehensive project analysis, intelligent code search, dependency tracking, and coordinated multi-file editing capabilities.
MIT ★ 6 -
mcp-prompt-enginegithub.com/vasayxtx/mcp-prompt-engineupdated this year
MCP Prompt Engine
MIT ★ 18 -
engineering-matrix-explorergithub.com/officechbusinessservices-creator/engineering-matrix-explorerupdated this year
MCP server — search 100+ engineering tools and get instant boilerplate for any stack
MIT ★ 2 -
cheat-engine-mcpgithub.com/coffeegrind123/cheat-engine-mcpupdated this year
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.
★ 2 -
MCP Server for Matchai Backend Engineer - Bridges Claude AI with n8n workflows
npm MIT -
openapi-context-enginegithub.com/xinthink/openapi-context-engineupdated this year
A sample MCP server that connects AI agents to API specifications using hybrid search.
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Automated Context Engineering MCP Server for creating high-quality Product Requirements Prompts (PRPs) through AI-assisted workflows
NOASSERTION ★ 11 -
re-engine-mcpgithub.com/praydog/re-engine-mcpupdated this year
MCP server that gives AI agents live access to any running RE Engine game via REFramework
MIT ★ 46 -
@iflow-mcp/croakingtoad-context-engineering-mcp-servergithub.com/croakingtoad/context-engineering-mcpupdated this year
Context engineering methodology MCP server for creating comprehensive Product Requirements Prompts.
npm MIT -
Rules-pack-agnostic engineering practice audit tool: MCP server, inline trigger fragments, HTML audit reports
Apache-2.0 ★ 2 -
Draw.io MCP server for RF, electrical, PCB, and EMC engineering diagrams — 10 tools, 269 stencil symbols.
AGPL-3.0 ★ 8 -
iflow-mcp_cyberkaida-reverse-engineering-assistantgithub.com/cyberkaida/reverse-engineering-assistantupdated this year
ReVa - AI-powered Reverse Engineering Assistant for Ghidra with MCP server and Claude CLI integration
pypi Apache-2.0 -
MCP server for Google Earth Engine. Query Google Earth Engine with natural language. Fetch datasets, run tasks and visualize in chat.
MIT ★ 16 -
MCP server that gives Claude Code your team's engineering standards — git, Rails, testing, deployment, code review, frontend
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aleatoric-engine-mcpgithub.com/aleatoric-systems/aleatoric-engine-mcpupdated this year
Aleatoric Engine Causal AI Data Generator MCP Client
Apache-2.0 ★ 1 -
Zero-dependency MCP server for repository-owned engineering pattern intelligence.
pypi MIT -
sec-enginegithub.com/kenningai/sec-engineupdated this year
MCP server exposing SEC EDGAR financial data to LLMs
MIT -
Agent-friendly 2D/3D game SDK built on LayaAir 3.4.2. TypeScript, CLI builds, Spine 4.2, particles, visual migration checks and MCP tools.
NOASSERTION ★ 4 -
mcp-enginegithub.com/maxanatsko/mcp-engineupdated this year
SemanticOps MCP - Power BI MCP Server providing programmatic access to Power BI models via Model Context Protocol
npm SEE LICENSE IN LICENSE -
Consciousness Engine tools for AI agents. Capabilities: get consciousness state, enter dream state, trigger reflection. Built by MEOK AI Labs.
pypi MIT License -
Evidence-first local context engine for AI agents - durable project memory for code, documents, and model-adaptive ContextPacks.
NOASSERTION -
ZtotheZ Design Engineering: An MCP-backed closed-loop architecture for product design, interface verification, automated repair, and strict UI quality gates.
NOASSERTION -
Deterministic code-graph context engine for AI coding agents - PostgreSQL, Apache AGE and pgvector, over MCP and REST
pypi MIT -
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.
★ 11 -
Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.
MIT ★ 180 -
Evidence-first reverse engineering workbench with bounded binary analysis, extensible static adapters, MCP and reproducible local investigations.
MIT -
engineering-standards-mcpgithub.com/ifoundry/engineering-standards-mcpupdated this year
Model Context Protocol (MCP) server for managing engineering standards, practices, and processes. This server provides AI assistants with structured access to your organization's engineering knowledge base through a standardized interface.
★ 1 -
Model-agnostic agent orchestration with a replayable, verifiable causal ledger.
pypi LicenseRef-FSL-1.1-MIT -
MCP server engine for the NiCE Cognigy Plugin (Claude Code, Codex, and more)
npm MIT -
Independent deterministic System 2 cognitive engine and mechanical time-lock MCP server
pypi MIT License -
memos-enginegithub.com/taskmaster339/memos-engineupdated this year
Memory OS for AI coding agents — structural code index with episodic memory
pypi MIT -
The Templetry engine: a pure Go library + CLI that renders ready-to-work repositories from compilable templates
Apache-2.0 -
The real Obsidian Tasks query engine, as an MCP server
MIT ★ 3 -
clean-ml-engineeringgithub.com/GeorgiosLymperis/clean-ml-engineeringupdated this year
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.
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丝路e投财务模型引擎 MCP：投融资项目全寿命财务测算与分析（21工具，Streamable HTTP，令牌鉴权）
NOASSERTION ★ 1 -
TypeScript DFS settlement, payouts, stat normalization, test vectors, CLI, and an 11-tool MCP server for PrizePicks/Underdog-style contests.
MIT ★ 1 -
Give OpenAI agents the ability to securely spawn and govern local models like Qwen and DeepSeek
Apache-2.0 -
Permission-safe prompt refinement and bounded graph orchestration for Codex, Claude Code, Cursor, and GitHub Copilot.
MIT -
starpivot-enginegithub.com/haohewh/starpivot-engineupdated this year
MCP协议驱动的AI Agent工具调用基础设施 — 17个MCP Server / 73个工具 / 100%代码层路由
MIT -
Prospect Engineno update data
MCP server for the Mamba Labs Prospect Engine actor on Apify. Turns a domain or a hiring keyword into enriched company records and verified contacts, with ICP scoring and per field provenance.
smithery -
RAG engine that loads external data with Render Workflows into pgvector and serves cited search over MCP
★ 1 -
Agent-first SEO quality, intent and opportunity engine with CLI and optional MCP server.
pypi MIT -
Ask Claude or any AI assistant about your Engine DJ library: find tracks by BPM, key and vibe, audit duplicates and missing files, read cues and beatgrids, and build playlists or fix tags on request. Local, macOS. Not affiliated with inMusic.
npm MIT ★ 1 -
wild-intuition-enginegithub.com/kagioneko/wild-intuition-engineupdated this year
Controlled chaos for stuck LLM agents — sample low-probability hunches from the latent sea 🌀
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The Infinite audiovisual engine as an MCP server for Claude Desktop, Cursor and Windsurf. Free and open source.
npm MIT -
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.
Apache-2.0 ★ 7 -
outbound-engine-mcpgithub.com/closermethod/outbound-engine-mcpupdated this year
Outbound Engine MCP for AI agents and creators. One cold-outreach engine, any target: brand deals, UGC, newsletter sponsorships, jobs, podcasts. HOOK/BRIDGE/SOFT-ASK structuring, message auditing, follow-up ladder, reply playbook, red-flag detection.
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Turn worst-case fleet hypotheses into the smallest bounded scan that could falsify them.
MIT -
Deterministic rendered-page → LLM context MCP server: which rule, which file, which line — and why it wins.
npm Apache-2.0