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.
-
A semantic data platform MCP server that composes multiple data tools with bidirectional cross-injection - tool responses automatically include critical context from other services.
Apache-2.0 ★ 10 -
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 -
MCP server for Power BI projects (PBIP, TMDL, PBIR): read, analyze and safely edit semantic models, find where measures and columns are used in reports, and trace the lineage from the SQL Server database project to the report visuals.
pypi MIT -
Data Workers MCP agents. Data Workers is the Autonomous Agentic Data Platform: reduce your data ops to zero, with agents that run the whole data platform. The platform lives at dataworkers.io.
NOASSERTION ★ 14 -
Run Verity, the AI marketing data platform and warehouse native CDP, from ChatGPT, Claude, Codex or Cursor over MCP. Docs, tool reference and examples.
CC-BY-4.0 -
EU Platform Workers Directive (2024/2831) compliance — employment-status presumption, algorithmic-management disclosure, human oversight of significant decisions, worker data protection, member-state transposition tracking, misclassification-risk forecast. Targets EU gig-economy platforms (€20bn market). Transposition deadline 2 Dec 2026. By MEOK AI Labs.
pypi MIT -
@dwao/adobe-launch-mcp-servergithub.com/dwaollp/adobe-launch-mcpupdated this year
MCP server for Adobe Launch (Tags) and Adobe Experience Platform APIs — 69 tools for complete tag management, schema configuration, and data collection via Web SDK and Mobile SDK
npm MIT -
Full-featured open-source MCP server for Adobe Experience Platform — 61 tools across 14 categories with full read AND write operations, including batch ingestion and data lifecycle. Covers AEP, Adobe Journey Optimizer and Customer Journey Analytics from o
npm Apache-2.0 -
OpenBB-ODPgithub.com/Hasan8123/OpenBB-ODPupdated this year
Open Data Platform for analysts, quants and AI agents.
NOASSERTION -
One platform to build, run, and operate every data workflow your team touches. Source-available, self-hosted.
NOASSERTION ★ 13 -
A Model Context Protocol (MCP) server for discovering data products, requesting access, and executing queries on the data platform to access business data.
pypi mit -
This is a MCP server designed to interact with the open data platform data.gouv.fr, specifically to retrieve data from RappelConso
BSD-3-Clause -
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
MIT ★ 1,610 -
Self-hosted data annotation and labeling platform for images, video, audio, text, PDF and LLM evaluation. Your storage, your models, your cloud.
NOASSERTION -
MCP server for Swiss Federal Railways (SBB) open data — passenger frequency, live disruptions, construction projects, platform data & more. No API key required.
MIT ★ 2 -
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 -
Property data intelligence, built for AI agents. Casafari is the AI agent-native real estate data intelligence platform. Deduplicated, cleaned property graph. Europe's most complete property index.
Apache-2.0 ★ 1 -
MCP server for Salesforce Marketing Cloud Next, Data 360, and Data 360 Connect — 445 endpoints across 3 API families, catalog-driven, plus SOQL/describe/REST-explorer/org-limits platform tools.
MIT -
mrc-datagithub.com/meacheal-ai/mrc-dataupdated this year
The first and only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. MEACHEAL is a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of oper
npm SEE LICENSE IN LICENSE -
Metabase MCPno update data
Connect AI assistants to your Metabase analytics platform. Access dashboards, execute queries, and retrieve data seamlessly through conversational interfaces. Enhance your analytics experience with structured data access and robust error handling.
smithery -
MCP server for PopHIVE public health data - Access near real-time health data from Yale's PopHIVE platform
npm MIT -
MCP server providing browser compatibility data for the entire Web Platform.
MIT ★ 1 -
Chinese e-commerce platform MCP servers — let AI agents read merchant business data (Ocean Engine, Douyin Shop, JD.com, Taobao, Pinduoduo)
pypi MIT -
iflow-mcp_nickzren_opentargets-mcpgithub.com/nickzren/opentargets-mcpupdated this year
MCP server for Open Targets Platform biomedical data access
pypi MIT -
A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform. Supports full range of Alibaba Cloud services and Mainstream databases/data warehouses.
Apache-2.0 ★ 54 -
growwmcpgithub.com/abhijeetmohanan/growwmcpupdated this year
MCP server for Groww trading platform - Place orders, view portfolio, get market data via Model Context Protocol
★ 5 -
MCP server for Agent Stack Data — search and compare 30 verified AI-agent tools (search APIs, voice, MCP platforms, automation, data) with prices. Live at agentstackdata.com/mcp
MIT -
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 -
A data platform for investment research. Ingests financial data sources and computes point-in-time financial metrics for valuation and screening. Delivered as an MCP server.
pypi MIT ★ 332 -
Open-source database, API access & deployment governance platform A SQL, NoSQL, and API proxy that puts review, approval, and audit between your team and production data and services.
Apache-2.0 ★ 13 -
@neivi/iqx-lookup-mcp-servergithub.com/neivi-it/iqx-lookup-mcp-serverupdated this year
MCP server for IQX Lookup Platform — 12 data validation tools for AI agents: email, phone, EU VAT (VIES), IBAN, BIC, DNS, SSL, IP geolocation, and more. Free tier: 10K req/month.
npm Apache-2.0 -
Python packages for the ResQ disaster response platform: resq-mcp (FastMCP server connecting AI agents to drone fleets and simulations) and resq-dsa (zero-dependency data structures for search and rescue).
Apache-2.0 ★ 2 -
*Featured on Claude!* MCP server for accessing near real-time health data from Yale's PopHIVE platform, as well as additional HHS/CDC data
MIT ★ 25 -
Python package on PyPI (not a Rust crate): a code graph of routes, calls, data access and platform boundaries. pip install cg-code-graph
pypi MIT -
Multi-agent LLM research platform: parallel data agents, synthesis agents, deterministic guardrails, MCP server
MIT ★ 1 -
@mseep/beyond-mcp-serverstale
An extensible MCP-compliant context server that provides standardized access to social platform data
npm MIT -
MCP servers for the Swetrix analytics platform. Lets AI assistants like Claude query analytics data, track events, and manage projects directly via the Swetrix API.
GPL-3.0 -
dev_radargithub.com/PurandharAdigarla/dev_radarupdated this year
AI-powered developer intelligence platform with MCP server, agentic Gemini orchestrator, and 7+ data sources
-
Monocrawl MCP server and agent skill: live public data from 70+ platforms for AI agents
MIT ★ 13 -
The Trading212 MCP server is a Model Context Protocol server implementation that provides seamless data connectivity to the Trading212 trading platform enabling advanced interaction capabilities via the public beta API.
MIT ★ 66 -
MCP server providing browser compatibility data from MDN BCD and W3C WebDX web-features for the entire Web Platform
npm MIT -
forexfactory-mcpgithub.com/kjpou1/forexfactory-mcpupdated this year
An MCP (Model Context Protocol) server that exposes ForexFactory economic calendar data as structured tools and resources for agentic workflows. Provides JSON-first access for LLMs, trading assistants, and automation platforms.
MIT ★ 16 -
The Seequent Evo MCP server is a self-hosted server that provides a secure interface between AI tools and the Evo platform, allowing you to access your geoscience data.
NOASSERTION ★ 12 -
Pulse CN MCP Serverno update data
Access real-time trending content from the Chinese internet. Connect your AI models to the latest data from popular social media platforms and news sites. Stay updated with what's trending in China effortlessly.
smithery -
Metabase Analytics Integration Serverno update data
Enable AI assistants to seamlessly interact with your Metabase analytics platform. Access dashboards, cards, databases, and execute queries directly through conversational AI. Manage and manipulate your analytics data with comprehensive tools and secure authentication methods.
smithery -
Open multi-provider travel intelligence and itinerary orchestration platform built with MCP and LangGraph - live flight/hotel/FX/routing data, never fabricated.
MIT -
A Model Context Protocol (MCP) server for interacting with the MetaTrader 5 trading platform. This server provides AI assistants with tools and resources to access market data, perform trading operations, and analyze trading history.
★ 245 -
scraper-api-mcpgithub.com/bitterdev/scraper-api-mcpupdated this year
MCP server for scraper-api.com — one tool per endpoint. Pull public web data (social platforms, business directories, real estate) as JSON from your agent.
MIT -
Metabase Analytics Integration Serverno update data
Enable AI assistants to seamlessly interact with your Metabase analytics platform. Access dashboards, cards, databases, and execute queries directly through conversational AI. Manage and manipulate your analytics data with ease and security using API key or session authentication.
smithery -
Metabase Analytics Integration Serverno update data
Enable AI assistants to seamlessly interact with your Metabase analytics platform. Access dashboards, cards, databases, and execute queries directly through conversational AI. Manage and manipulate your analytics data with ease and security using API key or session authentication.
smithery -
Local-first personal chat data layer daemon. Connects IM platforms via child-process adapters, stores to JSONL + SQLite/FTS5, exposes MCP tools for AI clients.
MIT ★ 1 -
webpeelgithub.com/webpeel/webpeelupdated this year
The web data platform for AI agents — fetch, search, crawl, extract, monitor, screenshot. 55+ domain extractors, 65-98% token savings, MCP server included. One API call.
npm AGPL-3.0-only -
Keka HR Integration Serverno update data
Integrate and automate Keka HR platform features such as employee management, attendance, leave, payslip, and holiday data through a secure MCP server. Utilize OAuth2 authentication for safe access and leverage modular tools to streamline HR workflows. Deploy easily with Docker support for containerized environments.
smithery -
codenavgithub.com/ajacobm/codenavupdated this year
Data Science platform for code structure analysis, trace event-action chains through graph queries; perform code diagnostics and more! Notebooks, Force-directed graph visuals; follow your agent as it updates your files.
MIT ★ 1 -
maritime-shipping-intelligence-mcpgithub.com/apifyforge/maritime-shipping-intelligence-mcpupdated this year
Maritime shipping intelligence for freight forwarders, marine insurers, and trade compliance teams who need vessel sanctions screening, port disruption forecasting, and trade route risk assessment without subscribing to expensive maritime data platforms.
MIT -
Control your real browser and ScriptCat from the CLI, AI clients (MCP) and scripts: tabs, browser data, page automation, debugging, raw CDP, and userscript management — one cross-platform binary.
GPL-3.0 ★ 33 -
Pylon Serverno update data
Integrate your applications with the Pylon API to manage users, contacts, issues, and knowledge base articles seamlessly. Access and manipulate Pylon data through a comprehensive set of tools designed for efficient workflow automation. Enhance your productivity by leveraging this server to interact with Pylon's platform programmatically.
smithery -
CarbonLensgithub.com/DharmpratapSingh/CarbonLensupdated this year
Production-ready emissions analytics platform combining EDGAR v2024 datasets, Model Context Protocol (MCP) integration, and LLM-powered natural language queries. Analyze multi-sector greenhouse gas data with geographic granularity from cities to countries, 2000-2024.
MIT -
monocrawl-mcpactive
MCP server for Monocrawl: live public data from 70+ platforms for AI agents. Social media, e-commerce, reviews, travel, property, jobs, ads and web search through one key.
npm MIT -
Sprint-Pulsegithub.com/Yash-srivastav16/Sprint-Pulseupdated this year
AI-powered sprint analytics platform that aggregates Jira, GitHub, and GitLab data to deliver real-time team performance insights, PR reviews, and sprint health dashboards — built for modern engineering teams.