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Browse 15,301 Model Context Protocol servers

Better Code Review GraphOfficial
io.github.n24q02m/better-code-review-graph

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Development & CodingAI & Machine Learning
LAMA58Pythonv3.19.1pypioci
Amazon Ads MCPOfficial
io.github.tspicer/amazon_ads_mcp

Amazon Ads API MCP server for Amazon Advertising API

Commerce & Marketing
LAMA58Pythonv0.2.4pypi
Music StudioOfficial
io.github.linxule/mcp-music-studio

Music studio: ABC notation composition and Strudel live coding with ext-apps UI.

Media & Design
LAMA58TypeScriptv0.4.3npmremote
GreadOfficial
io.github.NitroRCr/gread

An MCP server that gives your AI access to the source code and docs of all public github repos

Search & WebDevelopment & Coding
LAMA58TypeScript5 toolsv1.0.0remote
HmrOfficial
dev.promplate/hmr

Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)

Development & Coding
MA57Pythonv1.0.2remote
Context AwesomeOfficial
io.github.bh-rat/context-awesome

MCP server for accessing curated awesome list documentation

Knowledge & Memory
LAMA57TypeScript2 toolsv0.1.1npmremote
Gopls MCPOfficial
io.github.xieyuschen/gopls-mcp

Semantic code analysis for Go using gopls - language-aware navigation, definitions, references

Development & Coding
LAMA57Gov1.0.7
ScrapeGraphAI Scrapegraph MCPOfficial
ai.smithery/ScrapeGraphAI-scrapegraph-mcp

Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…

Search & WebBrowser & Automation
LAMA87Pythonv1.16.0remote
Scrapegraph MCPOfficial
io.github.ScrapeGraphAI/scrapegraph-mcp

AI-powered web scraping and data extraction capabilities through ScrapeGraph API

Search & WebData & Databases
LAMA87Pythonv1.0.1pypi
Openrouter MultimodalOfficial
io.github.stabgan/openrouter-multimodal

Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.

AI & Machine LearningMedia & Design
LAMA57TypeScriptv4.5.1npmoci
Ckan MCP ServerOfficial
io.github.aborruso/ckan-mcp-server

MCP server for interacting with CKAN open data portals

Data & DatabasesSearch & Web
LAMA56TypeScriptv0.4.83npm
MCP Accessibility ScannerOfficial
io.github.JustasMonkev/mcp-accessibility-scanner

MCP server for automated web accessibility scanning with Playwright and Axe-core.

Browser & AutomationSecurity
LAMA56TypeScriptv1.1.1npm
Memory VaultOfficial
io.github.MihaiBuilds/memory-vault

Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

Knowledge & MemoryData & Databases
LAMA56Pythonv1.0.6oci
VMware AIopsOfficial
io.github.zw008/vmware-aiops

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.

Cloud & DevOpsAI & Machine Learning
LAMA56Pythonv1.7.3pypi
Obsidian Hybrid SearchOfficial
io.github.flowing-abyss/obsidian-hybrid-search

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.

Knowledge & MemorySearch & Web
LAMA86TypeScript4,547/mov0.13.18npm
Wechat Devtools MCPOfficial
io.github.WaterTian/wechat-devtools-mcp

MCP Server for WeChat DevTools CLI - Automate development & testing with 7 aggregated APIs.

Development & CodingBrowser & Automation
LAMA85v0.9.10pypi
KastellOfficial
io.github.kastelldev/kastell

Server security audit (413 checks), hardening, and fleet management across 4 cloud providers.

SecurityCloud & DevOps
LAMA55TypeScript2,410/mov1.14.0npm
MCPOfficial
com.keboola/mcp

Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...

Data & DatabasesCloud & DevOps
LAMA84Pythonv1.73.1pypiremote
Lunch MoneyOfficial
io.github.akutishevsky/lunchmoney-mcp

MCP server for managing LunchMoney personal finances: transactions, budgets, categories, and more.

Finance & CryptoProductivity & Docs
LAMA84TypeScriptv1.4.1npm
SocialclawOfficial
io.github.ndesv21/socialclaw

Connect any AI agent to 11+ social platforms: schedule, publish & track posts via hosted MCP.

Communication & MessagingCommerce & Marketing
LAMA55JavaScript17 toolsv0.1.16npmremote
Trade ItOfficial
app.tradeit/mcp

Trade stock, crypto, and options on Robinhood, ETrade, Webull, Charles Schwab, Coinbase, or Kraken.

Finance & Crypto
MC54v1.0.0remote
DepwireOfficial
io.github.atef-ataya/depwire

Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent coordination

Development & CodingCloud & DevOps
MA54TypeScriptv1.8.2npm
NexOfficial
io.github.nex-crm/nex

Organizational context & memory for AI agents. Connect 100+ tools into one knowledge graph.

Knowledge & MemoryCommerce & Marketing
MA54TypeScriptv1.0.0npm
RemnusOfficial
io.github.Ranork/remnus

MCP-native open-source Notion alternative: read & write pages, databases and kanban boards.

Productivity & DocsKnowledge & Memory
LCMA54TypeScriptv1.0.0remote