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 MCP server that provides architecture insights by creating diagrams of class, service, and data-flow relationships across the codebase.
MIT ★ 2 -
Model Context Protocol (MCP) server for Safe Software FME (2018.0 - 2026+), FME Form, FME Flow, and spatial data engineering.
Apache-2.0 -
Provide Monte-Carlo-Simulation and Flow Data diagnostics to AI Agents
Apache-2.0 ★ 18 -
OptionWhales for Claude: options flow, gamma (GEX) levels, implied volatility, earnings and stock data — MCP connector + skill
MIT -
Real-time crypto market data MCP server (kimchi premium, DeFi yields, ETF flows, Fear & Greed, funding rates) for Claude/ChatGPT/AI agents — hosted on Apify
MIT -
QuickBooks Online MCP server by Coupler.io for analyzing P&L, cash flow, invoices, bills, AR/AP, and financial data with AI.
MIT ★ 1 -
MCP server for Crypto Data API: live crypto prices, funding, open interest, liquidations, Hyperliquid positioning, ETF flows and market regimes for AI agents
MIT ★ 1 -
Benzi is code intelligence infrastructure for AI models. It compiles your codebase into a resolved, queryable map of calls, data flow, control flow and class hierarchy first; then it reads, explains, runs, edits and verifies your code using it. Every language runs its own tree-sitter grammar into the same query map.
NOASSERTION ★ 179 -
@furkankoykiran/omniwire-mcpgithub.com/furkankoykiran/omniwire-mcpupdated this year
Gold standard MCP data flow server with Sentinel architecture, dynamic configuration, and universal parsing
npm MIT -
The most complete MCP server for API testing. 27 tools: requests, assertions, flows, OpenAPI, mock data, load testing, collections, environments, cURL export, response diffing. Zero config, zero dependencies.
npm MIT ★ 13 -
sec-edgar-mcpgithub.com/rumblingb/sec-edgar-mcpupdated this year
Unlimited access to SEC EDGAR financial data — income statements, balance sheets, cash flow, ratios for 10,000+ US public companies.
npm MIT -
天启至数 Apocdata MCP Server — 46 tools, AI-native A-share data (announcements, quotes, financials, capital flows)
npm Apache-2.0 -
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 -
Security auditor for AI agents and MCP servers — config analysis, prompt injection testing, tool probing, data flow tracing
npm MIT -
The most complete MCP server for API testing. 42 tools: HTTP requests (with token-optimized responses), assertions, request flows, OpenAPI import, mock data, load testing, collections, environments, native export/import, Postman import/export, cURL export
npm MIT -
MCP server interface for AI agent and MCP security auditing — config analysis, trust audits, prompt injection testing, tool probing, and data flow tracing
npm MIT -
pci-dss-mcpgithub.com/csoai-org/pci-dss-mcpupdated this year
PCI DSS payment card industry compliance tools for AI agents. Capabilities: assess 12 requirements, cardholder data flow, network segmentation, vulnerability scans, SAQ generation. Built by MEOK AI Labs.
pypi MIT License -
Tracegithub.com/defibabylon/trace-mcpno update data
The CV tool that won't lie for you: the full application flow in chat. Receipt-verified CVs, honest fit scores, interview prep packs with real Anki decks, and an Obsidian career vault. Your data never leaves your machine.
smithery -
engram-wiki-mcpgithub.com/22noh/engramupdated this year
Engram — a self-hosted team knowledge wiki with semantic search, served as an MCP server. Propose-and-approve knowledge flow (human gate), shared data with the Engram desktop app.
npm AGPL-3.0-only -
MCP gateway for AI agents to Aster DEX public data: futures and spot market overviews, order books, klines, funding and TradFi-perp screeners, vault deposit flows, public account views. Read-only, keyless.
pypi MIT -
MCP server (http-streamable) for the Cezzis.Com website project written in Golang. Supports tools access to cocktail data and for managing a users own account using OAuth device activation flows.
NOASSERTION -
MCP server bridging Kimi Code's official web search, URL fetch and 25+ professional data sources (Wind, SEC EDGAR, S&P, World Bank, IMF, FRED, Tianyancha, arXiv, Scholar, CN law & standards, WHO/FAO/OECD, Xinhua, Caixin) to any MCP-capable agent — per-user OAuth device flow, truthful client identity, zero dependencies
MIT -
🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's structure and data flow through Joern Code Property Graphs (CPGs).
GPL-3.0 ★ 181 -
political-influence-network-mcpgithub.com/apifyforge/political-influence-network-mcpupdated this year
Political influence network analysis for AI assistants — map donor-politician-legislation relationships, detect conflicts of interest, and trace dark money flows through 8 US government data sources in a single MCP tool call.
MIT -
MCP server giving AI agents complete Tehran Stock Exchange (TSETMC) and Codal data: quotes, order book, tick trades, real/legal flow, shareholders, filings. بورس تهران برای ایجنتهای هوش مصنوعی
pypi MIT ★ 33 -
Live Bitcoin market regime for agents: three sensors read pre-price data — fee curves, funding velocity, whale flows, absence — every 30s and reject almost everything. When they converge, a directional call is emitted with evidence. The data can't be reconstructed from history. Public, agent-auditable track record. MCP + REST + x402. Free tier, no card.
pypi MIT -
A股数据 API 官方 MCP 服务器 —— 让 Claude Code / Cursor / VS Code / Codex 等 19 家 AI Agent 直接查行情 / K线 / 分时 / 财务 / 资金 / 龙虎榜 / **量化回测**（31 个工具，免费工具无需 Key）｜Official MCP server for the A-Share Data API — China A-share quotes, K-lines, financials and money flow for Claude Code, Cursor, VS Code, Codex & 15+ other AI agents (31 tools, free tier needs no API key)
MIT -
Autonomous QA scanner: point it at your running app and it walks the real user flows in a headless browser and reports what's actually broken: broken pages/links, console and network errors, empty/placeholder data, broken forms, state-loss, bad loading/er
npm Apache-2.0 -
One platform to build, run, and operate every data workflow your team touches. Source-available, self-hosted.
NOASSERTION ★ 13 -
rulego-servergithub.com/rulego/rulego-serverupdated this year
A lightweight dependency-free workflow automation platform. Supports iPaaS, stream computing, MCP, and AI capabilities.
NOASSERTION ★ 56 -
Multi-language static analysis for agents, editors, and large repositories.
Apache-2.0 ★ 23 -
Spring-AI-showcase-with-Chat-and-MCP-Servergithub.com/schieblerchris/Spring-AI-showcase-with-Chat-and-MCP-Serverupdated this year
A Spring AI showcase with Chat and MCP-Server to experiment with the tools and see how good the LLM can access the local dataset and answer complex questions ranging multiple data sources.
Apache-2.0 -
Remote MCP server for crypto positioning and macro intelligence — multi-venue funding & open interest, on-chain flows, DeFi, Fear & Greed, dominance, and the US macro regime. 13 read-only tools, no API key.
MIT -
Rosetta NiFi MCP: MCP server for exploring, building, testing and releasing Apache NiFi 2.x flows
NOASSERTION ★ 2 -
MCP server for walkerOS flow development - discover packages, scaffold configs, validate, bundle, simulate, and test event pipelines
npm MIT -
findesk-ffd-mcpgithub.com/findesk-ai/findesk-ffd-mcpupdated this year
Finance MCP server for Chinese financial research agents: A-share, funds, money flow, macro, global news, research reports, smart routing.
MIT -
Indian stock market MCP server for Python (NSE & BSE) — uvx tapetide-mcp. 48 tools (55 with aliases) for about 8,000 stocks: live quotes, financials, technicals, 326-ratio screener, FII/DII flows, option chains & IV, filings, IPOs & portfolio for Claude, ChatGPT, Cursor, VS Code, Codex & Gemini CLI
MIT ★ 1 -
Daily ETF holdings-change signals across 71 funds (ARK, YieldMax, Avantis, Roundhill and more): conviction-scored buy/sell signals, cross-fund divergences, sector flow. Free REST API + MCP server for AI agents, no auth required. TickerTrace, a TraderMatrix product.
★ 1 -
Drive OriginLab Origin scientific plotting from any AI via MCP - 62 tools: file import (CSV/TXT/XLSX, CJK-safe), plan-confirm flow with plan_hash staleness guard, domain templates (stacked spectra/XRD/dual-Y/forest/multi-panel), fine-grained editing (per-
npm MIT -
falsifylab-alpha-mcpgithub.com/FalsifyLab/falsifylab-alpha-mcpupdated this year
13 live finance MCP tools for AI coding agents (Cursor, Claude Code, Cline, Windsurf). SEC insider clusters, 8-K filings, ETF flows, DeFi yields, Polymarket whales, onchain smart wallets, confluence signals, earnings drift, token unlocks, Fed comm radar. Free tier no signup.
MIT ★ 1