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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aion-indian-market-intelligencegithub.com/aion-analytics/aion-indian-market-intelligenceupdated this year
Hosted Indian market intelligence API client for financial event intelligence, macro event analysis, and sector impact analysis.
pypi Proprietary -
aion-news-to-signalgithub.com/aion-analytics/aion-news-to-signalupdated this year
Legacy compatibility package for AION Indian Market Intelligence for Macro Event & Sector Impact Analysis. Use aion-indian-market-intelligence.
pypi AGPL-3.0-or-later -
Python/PyPI MCP server for AION Indian Market Intelligence — macro event and NSE sector impact analysis
AGPL-3.0 -
Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more
NOASSERTION ★ 73 -
Open-source, local code intelligence and dependency graph for cross-repository impact analysis. Map APIs, events, schemas, packages, databases, and ownership for AI coding agents via MCP.
NOASSERTION ★ 4 -
centralwize-mcpgithub.com/maiglesi/centralwize-mcpupdated this year
CentralWize MCP Server — Market intelligence for AI agents. Competitive analysis, workflow-level gaps, BUILD/PIVOT/AVOID verdicts. /analysis.
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Code intelligence for AI coding assistants: precise MCP context, security reviews, dependency analysis, and session telemetry for Claude Code, Codex, and Cursor.
Apache-2.0 -
Local-first MCP server for CodeAtlas — AST analysis, codebase intelligence, semantic memory, and A2A orchestration.
npm MIT -
repomap-mcp-servergithub.com/gjczone/repomapupdated this year
MCP server for RepoMap — code intelligence via AST-based repository analysis
npm MIT -
A high-performance code intelligence graph for LLMs and AI agents. Sub-second structural queries, impact analysis, and cross-repo API contracts for autonomous coding workflows.
MIT ★ 10 -
Code intelligence for AI assistants (MCP), CLI, and HTTP API - symbol navigation, impact analysis, architecture
npm SEE LICENSE IN LICENSE -
ckbgithub.com/SimplyLiz/ckbactive
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
NOASSERTION ★ 113 -
AI-powered codebase intelligence platform — MCP Server, AST analysis, Knowledge Graph, and semantic memory with SQLite + sqlite-vec. Analyze any codebase in minutes.
MIT ★ 12 -
AIContextBuilder (AICB): semantic code intelligence for AI coding agents on C#/.NET (dotnet). Roslyn MCP server and CLI: change impact, static analysis, code navigation (callers, implementations, dependency injection, tests, side effects, dead code) and context engineering. For Claude Code, Codex, OpenCode, Cursor; Windows desktop app included.
NOASSERTION ★ 12 -
Native Rust code intelligence for repository navigation, change review, impact analysis, and code health, backed by per-project RocksDB.
MIT ★ 4 -
AI Architect Codebase: cross-platform code intelligence MCP for Claude Code, Codex, Gemini, Cursor, VS Code, and Zed. Tree-sitter AST to LadybugDB graph, hybrid search, and impact analysis.
MIT ★ 7 -
Local codebase intelligence for AI coding agents: structural repo map, change-safety gates, MCP security receipts, and tamper-evident ChangeEvidence packets. Local analysis, zero API keys, no source-code egress.
pypi Apache-2.0 -
AI-powered Jenkins pipeline intelligence platform with natural language interface. Provides comprehensive pipeline analysis, failure prediction, optimization suggestions, and automated Jenkinsfile reconstruction using Model Context Protocol (MCP) integration.
MIT ★ 3 -
@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 -
Extensible Python code intelligence MCP server for semantic analysis and navigation
pypi MIT -
logistics-freight-intelligence-mcpgithub.com/apifyforge/logistics-freight-intelligence-mcpupdated this year
Logistics freight intelligence for AI agents — this MCP server delivers real-time route disruption forecasting, trade sanctions screening, freight cost volatility analysis, and border delay prediction through 8 specialized tools.
MIT -
Local-first code intelligence over MCP: BM25/FTS5 + AST graph, impact analysis, project memory and safe writes. Text-first by default; optional dense. Works with OpenCode and Zed.
MIT ★ 3 -
energy-transition-intelligence-mcpgithub.com/apifyforge/energy-transition-intelligence-mcpupdated this year
Energy transition intelligence for AI agents — this MCP server gives any LLM client access to 7 live data sources and 4 scoring models covering energy transition readiness, grid stress prediction, stranded asset risk, and EV infrastructure gap analysis.
MIT -
MCP server for semantic Java code analysis, built on Eclipse JDT. Provides 63 tools for navigation, refactoring, and code intelligence.
npm MIT -
UNDERSTAND - repository-wide code intelligence, security and defect analysis engine with a CLI and an MCP server.
MIT ★ 4 -
MCP server for structured women’s decision intelligence, scenario analysis, and evidence-based choice support.
NOASSERTION -
SAST intelligence for AI agents. Complexity, hotspots, blast radius, and tech debt analysis over MCP.
Apache-2.0 ★ 22 -
mitre-mcpgithub.com/lidless-labs/mitre-mcpupdated this year
MCP server for MITRE ATT&CK knowledge base - technique lookup, threat intelligence, detection coverage analysis
npm MIT -
hivegithub.com/mdayan8/hiveupdated this year
Swarm Intelligence That Predicts Anything. HIVE deploys autonomous AI agents to research, debate, and forecast any scenario — delivering intelligence briefs with probability scores, risk analysis, and actionable strategy.
MIT ★ 1 -
cryptooracle2github.com/ToolOracle/cryptooracle2updated this year
CryptoOracle Pro — Advanced Crypto Intelligence MCP Server | 10 tools | On-chain analytics, protocol deep dives, token security scoring, liquidity analysis
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competitive-digital-intelligence-mcpgithub.com/apifyforge/competitive-digital-intelligence-mcpupdated this year
Competitive digital intelligence for AI agents — this MCP server delivers a full-spectrum analysis of any competitor's digital presence by orchestrating 8 specialist data sources in parallel. It is built for strategy teams, product managers, and AI-powered research workflows that need structured, scored intelligence rather than raw scraped data.
MIT ★ 2 -
Modular MCP server for programmatic prompt engineering. Provides intelligent prompt assembly for PRD generation, codebase analysis, and bug analysis with support for 31 technology stacks.
MIT ★ 4 -
log-essencegithub.com/petebytes/log-essenceupdated this year
Intelligent log analysis for LLMs - extract patterns, redact secrets, compress 50%+
pypi MIT -
cheetah-grebupdated this year
AI-powered intelligent code search - client package with grep, read, and AST analysis (GPU reranking via cloud API)
pypi MIT -
Fashion E-Commerce Intelligencegithub.com/alexgenovese/ecommerce-fashion-market-analysisno update data
# Fashion E-Commerce Intelligence MCP Server Empower your AI agents, copilots, and assistants with vertical domain-specific fashion intelligence. Built by [alexgenovese.com](https://alexgenovese.com), this Model Context Protocol (MCP) server provides automated **SEO auditing, category trend research, DTC demand forecasting, CRM segment enrichment, and campaign creative generation**—designed natively for Cursor, Claude Desktop, Claude Code, and any MCP-compatible environment. --- ## ⚡ What It Does | Capability | Without this server | With Fashion MCP | |---|---|---| | **SEO Auditing** | Manual checklists, generic advice | Automated **0-100 score** across 5 dimensions with fashion-specific validation (fit, material, color, season, schema, OG, Twitter Cards). | | **Trend Research** | Generic search queries | Deep category-level trend intelligence (trending keywords, colors, silhouettes, price tiers, market fit, confidence). | | **Demand Forecasting** | Spreadsheets & gut feel | Explainable weighted-rule forecast model: `baseline × trend × media × retention × inventory × seasonality` with backtesting. | | **CRM Segment Enrichment** | Static email lists | Customer segments enriched with trending colors/silhouettes/keywords, audience clusters, and ready-to-send targeted messaging. | | **Campaign Creative** | Standard copywriters per channel | Platform-specific campaign themes, hooks, value propositions, and ready-to-use creative briefs grounded in real-time trend data. | --- ## 🔧 Exposed Tools - `product_seo_audit`: Audit any fashion product listing for SEO best practices, structured schema, meta tags, and fashion relevance (fit, size, material). - `fashion_trend_analysis`: Analyze fashion trend data mapped from search engine and social media queries. *(Receives search data input seamlessly, no API key required)*. - `fashion_category_demand_outlook`: Get a rapid, light demand pulse check for a specific product category in a target market and season. - `fashion_dtc_forecast_analysis`: Generate complete DTC demand forecasts with scenario planning (base/upside/downside) and stock-out/overstock risk analysis. - `fashion_customer_trend_enrichment`: Map trending keywords, colors, and silhouettes onto existing CRM customer segments for targeted email/SMS campaigns. - `fashion_campaign_theme_recommendation`: Recommend conversion-optimized ad campaign themes, hooks, and creative briefs for Meta, Google, TikTok, or Email. --- ## 🔐 Privacy & Technical Features - **No API Keys Required:** All analysis, SEO audits, demand forecasts, and CRM enrichment tools run locally with the data you supply. Upstream search data for `fashion_trend_analysis` uses your existing Tavily MCP server. - **Explainable Outputs:** Every tool returns explicit `assumptions[]`, `dataGaps[]`, and `confidence` scores, so your agent always understands the reasoning behind recommendations. - **Zero-Config Local Cache:** Uses a local SQLite persistence layer (`~/.fashion-mcp/store.db`) to cache snapshots, feature stores, and forecast actuals for backtesting. ## 💻 Local Installation To install this stdio-based server locally via Smithery: ```bash npx smithery install alexgenovese/ecommerce-fashion-market-analysis ```
smithery -
mcp-seo-marketinggithub.com/ezbiz-services/mcp-seo-marketingupdated this year
AI-powered SEO and marketing intelligence tools via MCP — keyword research, SERP analysis, backlink checking, content optimization
MIT -
mcp-server-cve-intelgithub.com/gopichand458/mcp-server-cve-intelupdated this year
Multi-source CVE Intelligence MCP Server — combines NVD, CISA KEV, and EPSS for AI-powered vulnerability analysis
MIT ★ 1 -
CTI Expert — Cyber Threat Intelligence & OSINT analysis skill for Claude Code / Codex. 120+ commands, 57 techniques, 79 typed MCP tools, deterministic case pipeline + ICD-203 reports. No API keys required for core.
NOASSERTION ★ 624 -
Production-ready AbuseIPDB MCP server in Go for IP reputation, threat intelligence, CIDR analysis, blacklists, and abuse reporting.
MIT -
project-insightsgithub.com/BMartinos/project-insightsupdated this year
AI-native technical intelligence platform — codebase scanning, spec generation, Q&A, security analysis, and PR review powered by Claude
MIT -
flyto-indexergithub.com/flytohub/flyto-indexerupdated this year
Code intelligence MCP server for AI coding agents with impact analysis, semantic search, dependency graphs, and local release gates
pypi Apache-2.0 -
Crop Intelligence MCP Server - Yield forecasts, market values and risk analysis for EU agriculture. Questions? Start here!
MIT -
@iflow-mcp/ejmockler-brutalistgithub.com/ejmockler/brutalist-mcpupdated this year
Deploy Claude, Codex & Gemini CLI agents to demolish your work before users do. Real file analysis. Brutal honesty. Now with conversation continuation & intelligent pagination.
npm MIT -
evm-copilotgithub.com/0xYudhishthra/evm-copilotupdated this year
Competitive intelligence MCP server for the EVM ecosystem. 18,000+ projects, 1,500+ research docs, 54 VC theses. Gap analysis, funding landscape, semantic search.
★ 2 -
codeprysmgithub.com/codeprysm/codeprysmupdated this year
Graph-based code intelligence with MCP server for AI assistants. Tree-sitter parsing, semantic search, relationship analysis. Your codebase as a searchable knowledge graph.
MIT ★ 3 -
Deploy Claude Code, Codex & Antigravity (agy) CLI agents to demolish your work before users do. Real file analysis. Brutal honesty. Per-call model pinning, conversation continuation & intelligent pagination.
npm MIT -
A.D.A.M. is an intelligent document assistant that combines the power of Any LLM with the Model Control Protocol (MCP) to provide natural language document analysis and management. Built with Python, it offers a sophisticated command-line interface for uploading, processing, and chatting about your documents using advanced AI capabilities.
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geowiregithub.com/geowire/geowireupdated this year
Location intelligence for AI agents: place search, geocoding, directions, isochrones & commercial-area analysis across 10 map providers. MCP + REST + CLI + SDK. No API key to start.
Apache-2.0 ★ 1 -
🧠 Python MCP Server for AST Codebase Intelligence, Symbol Extraction, Cyclomatic Complexity & Refactoring Analysis — compatible with Cursor, Claude Code, Windsurf & AI Agents.
MIT ★ 1 -
MCP server exposing 98 DFIR & threat intelligence tools for AI agents — IOC checking, CVE lookup, threat actor enrichment, phishing analysis, and more. Built on Cloudflare Workers.
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linkedin-mcp-analyzergithub.com/outpost2026/linkedin-mcp-analyzerupdated this year
Agentic MCP pipeline that transforms LinkedIn saved jobs into structured career intelligence. Deterministic EROI scoring engine with skill gap analysis, golden-rule weighting, and automated KB write-back. Fully customizable — plug in your own methodology.
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Code intelligence and deterministic verification for AI coding agents: symbol-level code graph, blast radius, dead-code analysis, and MCP servers for Claude Code, Cursor, and Codex
npm Apache-2.0 -
MCP server for real-time crypto intelligence — 15 tools for technical analysis, liquidation heatmaps, market stress, funding rates across 50+ Hyperliquid perpetuals. CLI + MCP. x402 micropayments.
MIT ★ 1 -
seoagentgithub.com/yagomp/seoagentupdated this year
Agent-first SEO toolkit — keyword research, rank tracking, site audits, competitor analysis, backlink intelligence, and AI-powered strategy generation. Built for AI agents first, humans second.
MIT -
MCP server for Signal Lord — know which Bitcoin regime you're in and the probabilities of what happens next. Regime detection, AI analysis, and real-time market intelligence.
npm MIT -
Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. Fully local, zero API keys required.
npm Apache-2.0 ★ 100 -
seoctopusgithub.com/itsjwill/seoctopusupdated this year
8-armed SEO intelligence - MCP server + CLI with 23 tools for rank tracking, Google Analytics, site auditing, keyword research, competitive analysis, and performance monitoring
MIT ★ 12 -
mcp-govcongithub.com/sjcripps/mcp-govconupdated this year
AI-powered federal contracting intelligence MCP server — contract opportunity search, competitor win analysis, agency spending intelligence, set-aside tracking
★ 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 -
An intelligent MCP server that acts as an AI tech lead for coding agents—providing expert validation, impact analysis, and strategic guidance before code changes are made
npm MIT