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-data-toolsgithub.com/data-scrape/mcp-data-toolsupdated this year
MCP Data Tools - Model Context Protocol server for web data access
MIT ★ 1 -
A sovereign, high-speed, local-first Big Data Ingestion, Filtering, and Analytical Pipeline Orchestrator over the Model Context Protocol.
MIT -
Unified research-data acquisition MCP — search & fetch datasets across Zenodo, DataCite, NCBI omics (GEO/SRA/BioProject), and literature (PubMed/OpenAIRE) behind one normalized model.
pypi MIT ★ 4 -
Domain models documentation and governance. A live reference for humans, tools and AI agents collaboration on data meaning.
Apache-2.0 ★ 1 -
MCP server for Microsoft Data Platform projects: lets AI assistants analyse and safely edit semantic models, find where measures are used in PBIR reports, and trace lineage from the SQL source column to the report visual.
MIT ★ 1 -
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 -
investment-alternative-data-mcpgithub.com/apifyforge/investment-alternative-data-mcpupdated this year
Investment alternative data intelligence — institutional 13F convergence, congressional trading alpha, macro regime classification, and innovation momentum scoring — delivered via the Model Context Protocol. Built for hedge funds, quant analysts, corporate strategy teams, and family offices that need signals beyond price and volume.
MIT ★ 4 -
A Model Context Protocol (MCP) server that provides comprehensive guidance and best practices for creating and managing Kusto graph models in Azure Data Explorer.
MIT ★ 1 -
Model Context Protocol server for LeadMagic API - Complete B2B data enrichment with 19 tools for email finding, profile enrichment, company intelligence, job data, and advertisement tracking
npm MIT -
mcptoolsgithub.com/tnCas/mcptoolsupdated this year
Model Context Protocol (MCP) server for R. Provides tools for median-based data imputation, outlier detection via the 1.5x IQR rule, and Pearson correlation analysis
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@frontlinesystems/rason-mcp-serverhttps://www.solver.com/rasonupdated this year
Build, solve, and analyze RASON optimization, simulation, data science, and decision models
npm SEE LICENSE IN LICENSE -
A Model Context Protocol (MCP) server for financial news and market data
npm Apache-2.0 -
Model Context Protocol server for Federal Reserve Economic Data (FRED) API
pypi MIT -
mcp-finnhubgithub.com/cfdude/mcp-finnhubupdated this year
Model Context Protocol server for Finnhub financial market data API
pypi MIT -
fasttransfer-mcpgithub.com/arpe-io/fasttransfer-mcpupdated this year
A Model Context Protocol (MCP) server for FastTransfer, enabling efficient data transfer between database systems.
pypi MIT -
ByteKit MCP server — exposes ByteKit web-data tools (scrape, screenshot, search, docs) to AI agents over the Model Context Protocol, hosted or as a local stdio server.
npm MIT -
JiCo for Jira & Confluence: local MCP server for Jira Data Center and Jira Cloud - redacts personal data before the AI model, holds every write for approval
NOASSERTION -
Official Model Context Protocol (MCP) Server for QiuXiaoCe (球小策) Football Big Data & AI Analysis.
npm MIT -
Model Context Protocol server for European Parliament open data
npm Apache-2.0 -
Noesisgithub.com/chetan0220/Noesisupdated this year
Noesis is an AI‑Powered Data Analysis Platform which streamlines data science workflows by combining Large Language Models with the Model Context Protocol (MCP). It offers automated exploratory analysis, data transformation, data cleaning and data vizualization
★ 1 -
Model Context Protocol (MCP) server for accessing Fitbit health and fitness data. Connect AI assistants like Claude to your Fitbit data for personalized health insights.
npm MIT -
Malja MCP (ملجأ) — trusted humanitarian open data (UNHCR, World Bank, HDX, ReliefWeb) for AI assistants via the Model Context Protocol
MIT -
mcp-tw-companygithub.com/asgard-ai-platform/mcp-tw-companyupdated this year
MCP Server for Taiwan Company Registry — AI-callable tools for querying GCIS open data via Model Context Protocol
pypi MIT -
Core server for exposing India’s open government data (data.gov.in) APIs via the Model Context Protocol, powering agentic AI data exploration.
MIT ★ 2 -
etim-jsongithub.com/m-heath-consulting/etim-jsonupdated this year
The ETIM classification model as clean JSON — convert, validate, generate TypeScript types, search, and serve to AI agents over MCP. Ships no ETIM data; converts the model you are licensed to download.
npm MIT -
mcp-servers-collectiongithub.com/mlnjsh/mcp-servers-collectionupdated this year
Collection of MCP (Model Context Protocol) servers for Claude — Manim, ML/Data Science tools, Zomato, Swiggy, and more
★ 1 -
Wind-MCPgithub.com/QmQsun/Wind-MCPupdated this year
A Model Context Protocol server that gives AI assistants direct access to Wind Financial Terminal (万得) data.
MIT ★ 5 -
mcp-tdccgithub.com/asgard-ai-platform/mcp-tdccupdated this year
MCP Server for TDCC (Taiwan Depository & Clearing Corporation) — AI-callable tools for Taiwan securities custody open data via Model Context Protocol
pypi MIT -
@shopsavvy/mcp-servergithub.com/shopsavvy/shopsavvy-mcp-serverupdated this year
Model Context Protocol (MCP) server providing AI assistants with access to ShopSavvy's comprehensive product data, pricing information, historical price tracking, and automated monitoring capabilities
npm MIT -
Official Model Context Protocol (MCP) server for the AxionQuant financial data API. Give Claude, GPT, and other LLMs real-time and historical stock, crypto, forex, futures, and economic data, plus SEC filings and company financials.
npm MIT -
MCP server for Strava — bring your activities, segments, athlete data, and training history into AI agents via Model Context Protocol.
MIT ★ 3 -
A Model Context Protocol (MCP) server that provides access to vytalLink health and fitness data. vytalLink is a comprehensive health platform that aggregates data from wearable devices, fitness apps, and health monitoring systems, providing unified access
npm MIT -
Open, vendor-neutral data model for robot and drone telemetry (ROS 2, AMRs, cobots, drones): JSON Schemas, conformance suite, CLI and MCP server
Apache-2.0 -
The ETIM classification model as clean JSON — convert, validate, generate TypeScript types, search, and serve to AI agents over MCP. Ships no ETIM data.
NOASSERTION -
Model Context Protocol (MCP) server for Safe Software FME (2018.0 - 2026+), FME Form, FME Flow, and spatial data engineering.
Apache-2.0 -
Model Context Protocol (MCP) server for Kipu Healthcare API - Access patient records, vital signs, medications, appointments, and comprehensive healthcare data through AI assistants
npm 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 -
deep-research-mcpgithub.com/pinkpixel-dev/deep-research-mcpupdated this year
A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.
Apache-2.0 ★ 27 -
PDB-MCP-Servergithub.com/Augmented-Nature/PDB-MCP-Serverupdated this year
A Model Context Protocol (MCP) server that provides access to the Protein Data Bank (PDB) - the worldwide repository of information about the 3D structures of proteins, nucleic acids, and complex assemblies.
NOASSERTION ★ 28 -
SMKRV-MCP-Studiogithub.com/SMKRV-MCP-Studio/SMKRV-MCP-Studioupdated this year
Turn your database into an AI-ready data source via MCP (Model Context Protocol). Visual SQL tool builder, multi-DB support, Docker all-in-one image.
NOASSERTION -
dynamicfeed-mcpupdated this year
Local stdio MCP server for Dynamic Feed — live data AI models lack (prices, weather, CVEs & exploited vulns, internet outages, global disasters, satellites/space, world news + more). Bridges any MCP client to dynamicfeed.ai.
pypi MIT -
yodlee-mcp-servergithub.com/ashishmerani/yodlee-mcp-serverupdated this year
A Gradio-based MCP (Model Context Protocol) server that connects Claude Desktop to Yodlee banking data, with text-to-speech audio summaries powered by ElevenLabs and OpenAI TTS.
MIT ★ 1 -
A comprehensive Model Context Protocol server for accessing Protein Data Bank (PDB) with 28 structural biology tools for protein structure analysis, validation, and comparison
npm MIT -
data-science-ai-mcpgithub.com/csoai-org/data-science-ai-mcpupdated this year
Data Science Ai tools for AI agents. Capabilities: feature importance, model comparison, dataset profiler. Built by MEOK AI Labs.
pypi MIT License -
prometiam-risk-mcpactive
Prometiam Risk Intelligence as a Model Context Protocol server for company data and KYB: official company-register data for 37 countries (ES, FR, GB, IE, PL, NO, FI, SE, HR, BE, DK, EE, SK, CH, LV, CY, RO, LT, CZ, DE (LEI-registered entities and energy-ma
npm MIT -
A robust Model Context Protocol (MCP) server implementation that enables AI agents to seamlessly interact with the Binance cryptocurrency exchange. This server provides a standardized interface for accessing real-time market data, executing trading operat
npm MIT -
morocco-open-data-mcpgithub.com/kcbdev/morocco-open-data-mcpupdated this year
A comprehensive Model Context Protocol (MCP) server providing unified access to Moroccan government data sources, financial markets, geographic information, and more.
NOASSERTION ★ 1 -
MCP Hazard Server — A Model Context Protocol (MCP) server that converts a Japanese postal address into location coordinates and per-hazard risk scores for flood, landslide, tsunami, and liquefaction using authoritative national APIs. Data: apify.com/fruitful_quintessence | Datasets: atushi5.gumroad.com/l/kutuxe
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This is an MCP (Model Context Protocol) server that provides access to data from [DATA.GOV.HK](https://data.gov.hk), the official open data portal of the Hong Kong government.
MIT ★ 8 -
Local data workbench a local language model drives over MCP: ingest, versioned cleaning, quality rules, charts, dashboards as code and quick models. Part of the Hoard family.
MIT -
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 -
A lightweight and modular Weather MCP (Model Context Protocol) Server built in Python. Designed to fetch, process, and serve real-time weather data using APIs like OpenWeatherMap and WeatherAPI. Supports current, forecast, and historical data—ideal for IoT systems, dashboards, and automation workflows.
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A Model Context Protocol (MCP) server for agentic retrieval of financial market data
pypi AGPL-3.0 ★ 7 -
Financial data MCP server and stock market MCP server: connect Claude, ChatGPT, Cursor, VS Code, and Codex to stock prices, financial statements, earnings call transcripts, fundamentals, and ratios for 60,000+ public companies via the Model Context Protoc
npm MIT -
visuals-mcpgithub.com/harrybin/visuals-mcpupdated this year
An MCP (Model Context Protocol) server that provides interactive visualizations for AI agents. Display data in rich, interactive formats including tables with TanStack Table, image previews with metadata, master-detail views for browsing collections, tree views for hierarchical data, and customizable lists with drag-and-drop reordering.
NOASSERTION ★ 6 -
A real-time financial data streaming server built with the official Model Context Protocol (MCP) C# SDK. Integrates with the FinnHub API and provides Server-Sent Events (SSE) and Standard Input/Output (STDIO) transports to stream live financial data.
MIT ★ 7 -
Query U.S. Census Bureau data, variables, and geography using this Model Context Protocol server via STDIO or HTTP.
Apache-2.0 -
@jablum/weather-mcpgithub.com/jablum/weather-mcpupdated this year
MCP (Model Context Protocol) server providing weather data from NOAA and Open-Meteo APIs. Supports forecasts, current conditions, and historical weather data (1940-present) with no API keys required.
npm MIT -
faker-mcpgithub.com/vinkius-labs/faker-mcpupdated this year
Vinkius Edge high-performance Model Context Protocol (MCP) server for generating realistic mock data.
★ 3 -
A lightweight Model Context Protocol (MCP) server for Mirailens, built to extend AI workflows with custom tools and data access. It provides structured endpoints that allow clients to interact with Mirailens features (data queries, transformations, and integrations) through a clean MCP interface.
NOASSERTION ★ 4