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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Stateless x402 HTTP 402 micro-API on Cloudflare Workers for Web3 security, Aave liquidations, and DEX slippage settling gaslessly in Base & Polygon USDC
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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 -
RAG engine that loads external data with Render Workflows into pgvector and serves cited search over MCP
★ 1 -
An open-source, AI-powered data engineering workspace for automated SQL/SAS lineage discovery, dependency visualization, column usage analysis, impact assessment, and developer productivity.
Apache-2.0 ★ 2 -
Safe, read-only MCP server for Microsoft Fabric - 25 tools for data engineers
pypi MIT -
Market-data engine for crypto and US equities: collect typed records, query a local Parquet lake, and replay observations through CLI, REST, or MCP.
Apache-2.0 ★ 4 -
Generate answers & visualizations from your engineering data to track software development health.
★ 1 -
powerbi-desktop-mcp-server-abisgithub.com/ABISCloud/powerbi-desktop-mcp-server-abisupdated this year
The Offcial Open Source Power BI Desktop MCP Server by ABIS in Cooperation with DBI Analytics from Munich is public now. Smart ABIS Agents can document your semantic model in power bi and fabric in no time. We love to collaborate with data engineers and analyst to enhance capabitlities.
MIT ★ 2 -
A fast object-first data engine for applications and AI agents.
npm Apache-2.0 -
datacenter-mcp-servergithub.com/log-wade/datacenter-mcp-serverupdated this year
Mission-critical data center engineering MCP server. 8 professional calculation tools for AI agents.
MIT ★ 1 -
My assignment submission for Day 3 Homework: Build Weather MCP Server under the DataExpert.io program The Rise of the AI Data Engineer.
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CLI, Interactive TUI Dashboard, and MCP server for thingd — a fast object-first data engine for applications and AI agents.
npm Apache-2.0 -
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 -
The high-performance, local-first data engine for developers and AI agents. Format, validate, and optimize data for LLM contexts without ever leaving your browser. Zero-server. Zero-leak.
MIT ★ 4 -
Chinese e-commerce platform MCP servers — let AI agents read merchant business data (Ocean Engine, Douyin Shop, JD.com, Taobao, Pinduoduo)
pypi MIT -
The all-in-one, airgapped Local AI. Ypipe bundles a high-performance inference engine, specialized models, and pre-configured MCP servers into a single, self-contained Java executable. Zero-dependency orchestration for autonomous agent workflows with 100% data sovereignty. No cloud, no Python hell - just industrial-grade local intelligence.
★ 14 -
An MCP-ready query engine that connects to your data — wherever it lives
★ 3 -
codefizz-editor-agentactive
CLI and MCP server for driving the Unreal Engine 5 editor with AI: create and edit materials, blueprints, Niagara, PCG, StateTrees, data tables, widgets, and Enhanced Input. Single Go binary, no Python, no dependencies.
npm SEE LICENSE IN LICENSE -
pointcloud-mcpgithub.com/jyou-syo/pointcloud-mcpupdated this year
World-first MCP server for point cloud (LAS/LAZ) processing — load, diff, volume, heatmap, PDF report. Tested on real-world Japanese ICT civil engineering data.
MIT ★ 2 -
Reverse engineer any API: discover how a website serves its data (publisher catalogs, OpenAPI, framework routes, APIs.guru, Wayback, CT, REA browser capture, jsluice, source maps, GraphQL), prove it with evidence, export OpenAPI 3.1, and generate tested T
npm MIT -
Data Agents are intelligent assistants built by data engineers to help non-data professionals navigate the organization’s data infrastructu
MIT ★ 25 -
data-forge-mcpgithub.com/angrysky56/data-forge-mcpupdated this year
Data-Forge is a Model Context Protocol (MCP) server that transforms any LLM into a powerful Data Science Assistant. It provides a suite of high-performance tools for data loading, cleaning, validation, profiling, feature engineering, and visualization.
MIT ★ 2 -
optoutgithub.com/cognis-digital/optoutupdated this year
Automated data-broker opt-out engine — top 50 brokers, CCPA/GDPR letters
NOASSERTION -
MCP-native modular ML workflow engine — YAML-config-driven, DAG-orchestrated data analysis & model training, exposed as MCP tools
MIT -
The reproducible data-cleaning engine for Python. Profile messy CSVs, detect issues, generate a YAML recipe (with or without an LLM), and replay it with zero AI calls.
Apache-2.0 ★ 5 -
An explainable property engine over open UK data: Land Registry sold prices, UK HPI and EPC. Stdlib-only Python, with an MCP server and a Claude skill.
MIT -
US / HK market data engine for AI agents: MCP server + th-us CLI, 41 tools, typed DataEnvelope, compliance-aware fallback chains.
Apache-2.0 ★ 1 -
Open, sourced airport transfer data + an engine and MCP server that tell you if a flight connection is comfortable, tight or risky.
npm MIT -
mosugithub.com/baimocn/mosuactive
Local WeChat (PC) chat data decryption & export tool — self-built SQLCipher 4 engine, zero DLL, zero network, zero license check. CLI + MCP Server.
MIT -
open-source-software-supply-chain-mcpgithub.com/apifyforge/open-source-software-supply-chain-mcpupdated this year
Open source supply chain risk assessment for AppSec teams, engineering leads, and platform engineers who need more than a CVE scanner. This MCP server aggregates 7 live data sources — GitHub, NVD, CISA KEV, StackExchange, Hacker News, Federal Register, and Congress.
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 -
The undisputed #1 Enterprise Data Engine and L402 Oracle for autonomous AI swarms. Features 19 canonical MCP tools, thermodynamic Bitcoin state-anchoring, automated EU AI Act Article 12 compliance, and a live B2B SaaS monetization engine via Lightning L402s. Built for the machine economy.
pypi NOASSERTION ★ 1 -
Model Context Protocol (MCP) server for Safe Software FME (2018.0 - 2026+), FME Form, FME Flow, and spatial data engineering.
Apache-2.0 -
Local-first repository analysis engine: code structure, dependency impact, and data lineage via CLI, Python API, and a read-only MCP server. Deterministic by default.
Apache-2.0 ★ 1 -
datacenter-mcp-servergithub.com/log-wade/datacenter-mcp-serverupdated this year
Mission-critical data center design & engineering MCP server. Provides cooling load calculations, power redundancy analysis, tier classification assessment, and commissioning workflow tools for AI agents.
npm MIT -
Turn your coding agent into a data analyst — DuckDB engine, auto-profiling, read-only SQL, and Vega-Lite charts rendered inside the conversation. A DeepSeek Harness plugin + an MCP server for Claude Code / Codex / Cursor. 图基:把编码 Agent 变成数据分析师
MIT ★ 1 -
kanonivgithub.com/kanoniv/kanonivupdated this year
Identity resolution as code - declarative engine for matching, merging, and mastering entity data
Apache-2.0 ★ 7 -
Dutch gross-to-net salary engine (2026, provisional 2027), CAO salary data and an MCP server. Powers nettohelder.nl.
MIT -
MCP server that gives LLM agents ~50 tools for exploration-geoscience data: inspection, cleaning, spatial ops, feature engineering, clustering, anomaly detection, and visualization for raster and tabular data.
Apache-2.0 -
@einlogic/mcp-fabric-apiactive
MCP server for Microsoft Fabric REST APIs — enables data engineers and data analysts to use AI assistants beyond Copilot to build and manage Fabric components
npm AGPL-3.0 -
Radical transparency engineered for the public sector: an autonomous oracle that instantly converts impenetrable bureaucratic data into strictly cited, undeniable public facts.
Apache-2.0 -
Java/Spring MCP server measuring brand visibility in AI answer engines - data-compatible with geo-visibility (Python)
MIT -
End-to-end ML toolkit automating the complete workflow — data profiling, preprocessing, feature engineering, model selection, training, validation, explainability, drift monitoring, fairness checks, and interactive HTML reporting. Includes a full CLI for zero-code ML pipelines. Python 3.10+.
MIT ★ 16 -
macrofactor-mcpgithub.com/NasserAlbusaidi/macrofactor-mcpupdated this year
Am I recovered? Did my fueling work? MCP server combining MacroFactor nutrition with Garmin training data — a local fueling & recovery decision engine.
MIT ★ 2 -
Parametric price benchmarking for engineering and procurement trade-offs. Agentic first, runs on your data, stays on your machine.
pypi LicenseRef-PolyForm-Noncommercial-1.0.0-with-Internal-Use-Exception -
mcp-server-spreadsheetgithub.com/marekrost/mcp-server-spreadsheetupdated this year
Data-first MCP server for reading and writing spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine
MIT ★ 2 -
Aurora MCP server — glass-box statistical analysis for AI agents: 19 research-grade methods, cited findings, integrity-hashed bundles, zero invented numbers. Now with a calibration engine: measured false-fire rates attached to changepoint findings, verdicts downgraded when the data can't support the claim. Local-first.
pypi Apache-2.0 -
China's Ministry of Commerce (MOFCOM) 商务数据中心 (data.mofcom.gov.cn) — monthly national series for outward direct investment, overseas contracted engineering, overseas labour dispatch, and utilised inbound FDI. Keyless.
MIT -
AI-native music engine. Single player, multiple sources, local library. Exposed as an MCP stdio server + CLI, driven by natural language. Self-hosted, no account, no data leaves your machine.
AGPL-3.0 ★ 1 -
complex-ui-testergithub.com/speechlabinc/complex-ui-testerupdated this year
CUIT — the deterministic feedback edge for agentic UI engineering. Recorder + harness + spec-gen + data warehouse. complex-ui-tester is the canonical npm/repo name.
MIT ★ 1 -
Local engines for ATO benchmarks, Payday Super and Division 7A loans, served by the aus-accounting-mcp server. Synthetic data only.
pypi NOASSERTION ★ 6 -
China's Ministry of Commerce (MOFCOM) 商务数据中心 (data.mofcom.gov.cn) — monthly national series for outward direct investment, overseas contracted engineering, overseas labour dispatch, and utilised inbound FDI. Keyless.
npm MIT -
An MCP server that turns a question about your data into a multi-step GIS analysis, run by deterministic engines, with a lineage manifest beside every output.
npm AGPL-3.0 ★ 2 -
MSFS-SimConnect-MCPgithub.com/TheDigitalNinja/MSFS-SimConnect-MCPupdated this year
Model Context Protocol (MCP) server for Microsoft Flight Simulator 2024. Exposes real-time SimConnect flight data - position, altitude, airspeed, autopilot, engine status - to AI agents like Claude. Read-only tools for AI-powered flight instruction.
Unlicense ★ 3 -
Building performance standard (BPS) penalty engine and retrofit underwriting: DC BEPS, Energize Denver, NYC Local Law 97 and Boston BERDO, with open data, audited Excel models and an MCP server.
MIT -
Open source attack-path engine for AWS and Kubernetes: correlates your scanners into one graph and blocks the pull request that opens a route to your data.
Apache-2.0 ★ 9 -
mcp-string-toolsgithub.com/rog0x/mcp-string-toolsupdated this year
MCP server for strings: text analyzer (word count/reading level), transformer (extract emails/URLs, mask data), diff, template engine, slug generator Install: npx @rog0x/mcp-string-tools
NOASSERTION -
Personal MCP Server is a local AI context backend that connects your real engineering footprint to any MCP-compatible assistant. It turns static profile statements into live, queryable data from your portfolio, GitHub, deployed contracts, and social channels.
★ 1 -
Official MCP server for Bunker Defend. Protect Claude, Cursor, and AI agents from phishing URLs, social engineering scams, and prompt injections in real time. Zero data logging.
NOASSERTION ★ 1 -
An MCP server to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built for cloud security engineers who want fast, easy and effective insights into AWS identity risk
★ 1