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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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 -
Local-first, deterministic repository structure and data lineage analysis
pypi Apache-2.0 -
MCP server for hypothesis-driven data analysis — manage analysis designs, data catalogs, and review workflows
MIT -
Ask your AI assistant real questions about your data and get answers you can rely on — an MCP server with 45 analysis tools that pick the right statistical method themselves and tell you how much to trust the result.
MIT ★ 10 -
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 -
code-reasongithub.com/ph0smet/code-reasonupdated this year
MCP server that gives AI agents program-analysis primitives like data flow, call graphs, taint analysis so they reason from deterministic data instead of grep-and-guess."
Apache-2.0 ★ 6 -
MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web, news, blog, shopping, etc) and data trend analysis tools via DataLab API.
MIT ★ 87 -
Pulsar: topological data analysis for tabular data, as an MCP server and CLI.
npm BSD-3-Clause -
Plain-English analysis of robotics, drone, and IoT data over MCP, with edge data reduction
pypi Apache-2.0 -
mcp-market-datagithub.com/ShipItAndPray/mcp-market-dataupdated this year
First MCP server for live market data. Gives AI agents real-time crypto prices, candles, order books, technical analysis, and sentiment. Zero API keys. Zero dependencies.
MIT ★ 1 -
scitexgithub.com/ywatanabe1989/scitex-pythonupdated this year
A comprehensive Python library for scientific computing and data analysis
pypi AGPL-3.0-only -
MCP server for Indian-market (NSE/BSE) fundamental analysis, backed by Yahoo Finance data
MIT ★ 1 -
DataNewton MCP server — Russian company data, financial analysis and risk indicators for AI assistants.
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mcp-technical-analysisgithub.com/FajarArrizki/mcp-technical-analysisupdated this year
MCP server bridging AI assistants with crypto market analysis, delivering real-time data, technical insights, and trading signals. Ideal for research, analysis tools, or AI financial advisors across multiple assets and timeframes.
MIT ★ 7 -
MCP-native modular ML workflow engine — YAML-config-driven, DAG-orchestrated data analysis & model training, exposed as MCP tools
MIT -
Tech ecosystem analysis for AI agents and LLM workflows — maps technology relationships, tracks adoption curves, detects CVE vulnerabilities, and scores tech stack risk across 6 live data sources.
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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CodeRadargithub.com/officialCodeWork/CodeRadarupdated this year
React & TypeScript static analysis that maps every UI component to the APIs, state, and events behind it — and serves that context to AI coding agents over MCP. Screenshot or ticket in; component, data lineage, user journeys, and blast radius out. Deterministic, no LLM in the core.
MIT -
Free financial data MCP server: company analysis, DCF valuation, comparable companies, industry benchmarks and screening from SEC EDGAR. No API key.
Apache-2.0 ★ 1 -
VIMO Financial Intelligence — MCP Server for Vietnamese stock market data and AI analysis. 34 tools: stock search, company profiles, screener (13 strategies), technical analysis, financial ratios, news sentiment, insider activity, macro indicators, 12 inv
npm MIT -
GA4 CLI and MCP server: data quality, configurable funnels, segment analysis, property management, and benchmarked Markdown audits.
MIT -
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 -
股票MCP / Stock MCP：A股、港股、美股及指数数据，历史覆盖1990年至今，含A股60分钟K线。支持股票查询、SQL选股、财务分析、Python量化回测、研究报告与邮件发送。Remote MCP server for stock market data, financial analysis and backtesting.
★ 1 -
largefilegithub.com/peteretelej/largefileupdated this year
MCP server for AI assistants to navigate, search, and edit large codebases, logs, and data files with semantic code analysis
pypi MIT -
polling-data-mcpgithub.com/rschoenbeck/polling-data-mcpupdated this year
A Python MCP server that exposes tools for searching and downloading US public polling data from a few key sites. A companion to the analysis agent in the `polling-analysis-agent` repository, but can be used alone.
MIT -
FonParam Investment Funds Data Serverno update data
Provide real-time and historical data on Turkish investment funds, including fund listings, performance analysis, company details, and inflation statistics. Enable detailed fund comparisons and investment analysis to support informed financial decisions. Access daily market statistics and inflation rates to stay updated with the latest economic indicators.
smithery -
aa-mcpgithub.com/leev1s/aa-mcpupdated this year
MCP server wrapping the Artificial Analysis API for LLM and multimodal model data queries
pypi MIT -
MCP service for crypto power data analysis with CCXT and OKX DEX API integration
pypi MIT -
番茄小说榜单数据 · 扫榜选书工作台 · MCP Server · 开源 Agent Skill（Codex / Claude Code 一键安装）。内置真实榜单快照、内置扫榜采集、题材热度 / 趋势差分 / 仿写六维评分——AI 网文写作与数据驱动选书判断力。Fanqie novel rank data, webnovel scanning & book-selection workbench, agent skills for Claude Code & Codex, MCP server for AI novel writing, Chinese webnovel trend analysis.
MIT ★ 24 -
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 -
claude-101github.com/claude-world/claude-101updated this year
27 practical AI tools (MCP server + CLI) — structured frameworks, data processing, and real computation for writing, analysis, coding, and business tasks.
pypi MIT -
MCP server for analysing financial data. Upload your bank statements and get analysis, categorisation, insights. Available with built-in UI or MCP integrations like Claude / Cursor / Zed.
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defi-yield-scanner-mcpgithub.com/34t34f3/defi-yield-scanner-mcpupdated this year
MCP server for DeFi yield scanning, token risk analysis, and wallet exposure checking. Real-time data from DexScreener and DeFiLlama.
MIT ★ 1 -
mcp-crawl-paritygithub.com/arturseo-geo/mcp-crawl-parityupdated this year
MCP server for Googlebot vs AI crawler parity analysis — compare crawl behaviour from Nginx logs with GSC data to detect visibility gaps
MIT ★ 1 -
A Model Context Protocol (MCP) server that provides real-time cryptocurrency data and analysis through CoinCap's API v3. Features include price tracking, market analysis, and historical trends. This is a fork of the original repo by truss44, with updates
npm MIT -
A comprehensive financial analysis tool that provides stock data, news analysis, and AI-powered insights.
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Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools.
MIT ★ 728 -
AiScale Agent Services — MCP server + pay-per-call API for AI agents. Research, contract analysis, code review, data enrichment. x402 micropayments in USDC on Base.
MIT ★ 1 -
@ancientwhispers54/leafengines-mcp-servergithub.com/qwarranto/leafengines-claude-mcpupdated this year
LeafEngines MCP Server — Patent-protected agricultural intelligence for AI agents. 1,092+ downloads. Free tier with test key leaf-test-370df0a2e62e. Soil analysis, crop recommendations, environmental intelligence from USDA, EPA, NOAA data. Works with Clau
npm Apache-2.0 -
Static analysis scanner for multi-tenant SaaS and MCP server code. 57 deterministic rules for cross-tenant data leakage, IDOR, RLS, and MCP-specific risks. Includes MCP server, SARIF output, and GitHub Action.
npm MIT ★ 5 -
as-redis-mcp-servergithub.com/zicheng-ai/redis-mcp-serverupdated this year
Read-only Redis AI Assistant for Qoder IDE - MCP Server with 8 semantic tools for key inspection, search, pattern analysis, health check, memory analysis, slowlog analysis, cache advisor, and readonly queries. Features deep-defense security: command whitelist, key prefix filter, data masking, rate limiting, and audit logging.
pypi MIT -
AI-agent-native low cycle fatigue strain-life analysis. Python library plus MCP server: reduce strain-controlled test data, fit Basquin, Coffin-Manson, and Ramberg-Osgood models, predict life with mean-stress corrections, and save results for recall.
MIT -
research-workflow-assistantgithub.com/Intersect-Collaborations-LLC/research-workflow-assistantactive
Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAlex, Semantic Scholar, Europe PMC, CrossRef, and Zotero via MCP servers. Custom agents guide systematic reviews, academic writing, data analysis, and project management — all ICMJE-compliant with full audit trails.
MIT ★ 29 -
data-center-healthcheckgithub.com/GagauzSergii/data-center-healthcheckupdated this year
AI-powered data center health check dashboard with FastAPI, React, Docker, and MCP-based incident triage for log analysis, Jira bug creation, and Slack notifications
MIT -
Windows MCP for PASCO Capstone automation, experiment data extraction, and analysis
MIT -
MCP server for GreptimeDB with SQL/TQL/PromQL support, sensitive data masking, and prompt templates for observability data analysis.
pypi MIT -
Official Model Context Protocol (MCP) Server for QiuXiaoCe (球小策) Football Big Data & AI Analysis.
npm MIT -
insight-blueprintgithub.com/etoyama/insight-blueprintupdated this year
MCP server for data science analysis design management
pypi MIT -
Stock-Market-AI-Assistantgithub.com/pgaud/Stock-Market-AI-Assistantupdated this year
Real-Time Stock Market Intelligence for AI Assistants Connect ChatGPT, Claude, and other AI models to live Indian stock market data with powerful financial analysis tools. Get professional-grade stock research, technical analysis, and investment insights through natural language conversations.
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MCP F1 analysis server for Formula 1 telemetry data visualization
pypi MIT License -
402-cryptogithub.com/Benrolfe1/402-cryptoupdated this year
Curated BTC market data for AI agents via MCP. x402 autonomous payment on Arbitrum. 36 products, 7 sources, multi-timeframe analysis, reliability scoring. https://402-crypto.com
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MCP server for EEG analysis with Neuroelectrics data formats
Apache-2.0 -
Research-OSgithub.com/VibhavSetlur/Research-OSupdated this year
An AI-native operating system for reproducible research. Features citation-verified analysis, audited provenance, and automated data integrity pipelines.
MIT ★ 1 -
AWS S3 MCP Server – bucket inventory, public exposure detection, policy/ACL analysis, and object listing for data exfiltration investigations
npm Apache-2.0 -
Example Sales Data Analysis with Python, FastMCP, and Gemini
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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 -
A comprehensive MCP (Model Context Protocol) service for cryptocurrency data acquisition with advanced technical analysis capabilities
MIT ★ 5 -
A Model Context Protocol (MCP) server providing real-time stock market data and financial analysis through Yahoo Finance API. Built with FastAPI and designed for AI applications requiring comprehensive financial data access
★ 4 -
Secure MCP server that executes JavaScript code for data analysis using isolated-vm.
Apache-2.0 -
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