MCP Server Directory
5,625 Model Context Protocol servers that connect your agent to the outside world — databases, browsers, SaaS APIs, files. Compatible with every MCP client, ranked by real GitHub stars.
# MCP Server Stars
1 
PaddleOCR paddlepaddle/paddleocr Integrates with PaddleOCR and PP-StructureV3 to extract text from images and PDFs with confidence scores and bounding boxes, plus 85k ★ 2 
Netdata netdata/netdata Real-time infrastructure monitoring with metrics, logs, alerts, and ML anomaly detection 80k ★ 3 
Labelhead Artist Momentum paperclipai/paperclip Trending hip-hop artist momentum scores across four cultural dimensions. 73k ★ 4 
Scrapling d4vinci/scrapling Provides advanced web scraping capabilities with browser fingerprint impersonation, dynamic content fetching via Chromium, and ste 71k ★ 5 
Claude Flow ruvnet/ruflo Agent orchestration platform with multi-agent swarms, workflow coordination, and conversational AI systems 65k ★ 6 
World Monitor koala73/worldmonitor Live global intelligence covering real-time markets, conflicts, country risk, chokepoints, and energy data. 61k ★ 7 
Context7 (Documentation Database) upstash/context7 Connects to Context7.com's documentation database to provide up-to-date library and framework documentation with intelligent proje 59k ★ 8 
Metabase metabase/metabase Official Metabase MCP server enabling AI agents to search, explore, query, and visualize data in a self-hosted Metabase instance. 48k ★ 9 
Chrome DevTools chromedevtools/chrome-devtools-mcp Provides direct Chrome browser control through DevTools for web automation, debugging, and performance analysis using accessibilit 46k ★ 10 
Puter heyputer/puter Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more. 43k ★ 11 
MindsDB mindsdb/mindshub MindsDB allows applications to answer questions over large-scale federated data—spanning databases, data warehouses, and SaaS appl 39k ★ 12 
Reactive Resume amruthpillai/reactive-resume Free open-source resume builder with remote MCP tools for resumes and job applications. 39k ★ 13 
Search (UI-TARS) bytedance/ui-tars-desktop Web search with multiple search engines and browser automation 38k ★ 14 
PostHog posthog/posthog Integrates with PostHog product analytics to query analytics data, manage feature flags, create insights, run experiments, and tra 35k ★ 15 
Playwright Browser Automation microsoft/playwright-mcp Enables web browser control for navigating websites, capturing page snapshots, interacting with elements, and taking screenshots t 35k ★ 16 
Codebase Memory deusdata/codebase-memory-mcp Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens. 32k ★ 17 
GitHub github/github-mcp-server Integration with GitHub Issues, Pull Requests, and more. 32k ★ 18 
Graphiti getzep/graphiti Provides a temporal knowledge graph system for storing, retrieving, and reasoning about relationships between entities with persis 29k ★ 19 
Cognee topoteretes/cognee AI-friendly database and knowledge-management capabilities via various database schemes. 29k ★ 20 
Task Master eyaltoledano/claude-task-master Provides task management capabilities for development workflows with PRD parsing, task CRUD operations with dependency management, 28k ★ 21 
RepoMix yamadashy/repomix Package codebases into AI-friendly single files with intelligent code structure preservation and token optimization. 27k ★ 22 
Serena oraios/serena Provides intelligent code analysis and manipulation across multiple programming languages through language server protocols, enabl 26k ★ 23 
Mastra Docs mastra-ai/mastra Provides AI assistants with direct access to Mastra.ai's complete knowledge base. 26k ★ 24 
Beads gastownhall/beads A drop-in memory upgrade for your coding agent 25k ★ 25 
Blender ahujasid/blender-mcp Enables natural language control of Blender for 3D scene creation, manipulation, and rendering without requiring knowledge of Blen 24k ★ 26 
Activepieces activepieces/activepieces Dynamic server to which you can add apps (Google Calendar, Notion, etc) or advanced Activepieces Flows (Refund logic, a research a 23k ★ 27 
Oh My Posh jandedobbeleer/oh-my-posh Validate Oh My Posh theme configurations against the official schema 23k ★ 28 
Skyvern skyvern-ai/skyvern Control your browser with Skyvern's browser automation platform. 23k ★ 29 
n8n czlonkowski/n8n-mcp Integrates with n8n workflow automation platform to provide conversational access to 525+ nodes including AI-capable nodes and tri 22k ★ 30 
Screenpipe screenpipe/screenpipe Search your local screen recordings, audio transcripts, and computer activity from screenpipe. 20k ★ 31 
CUA MCP Server trycua/cua Enables LLMs to run Computer-Use Agent (CUA) workflows on Apple Silicon macOS. 20k ★ 32 
Context Mode mksglu/context-mode Reduces context consumption by 98% through sandboxed code execution and SQLite-based session continuity with FTS5 search. 19k ★ 33 
Python Sandbox pydantic/pydantic-ai Provides a browser-compatible Python execution environment with package management capabilities for running code snippets safely w 19k ★ 34 
Toolbox for Databases googleapis/mcp-toolbox Provides a secure, configurable interface for executing pre-defined queries against multiple database systems including PostgreSQL 16k ★ 35 
Figma Context glips/figma-context-mcp Integrates with Figma's design platform API to enable AI-driven design operations, asset management, and team collaboration within 15k ★ 36 
OpenMetadata open-metadata/openmetadata Governed metadata context and business semantics for AI assistants and agents. 15k ★ 37 
Coder coder/coder Self-hosted platform for cloud development environments and AI coding agents — define workspaces via Terraform. 14k ★ 38 
Unity coplaydev/unity-mcp Allow MCP clients to perform Unity Editor actions. 13k ★ 39 
Chrome Browser Automation hangwin/mcp-chrome Provides browser automation and semantic search capabilities through Chrome extension integration, enabling intelligent web elemen 12k ★ 40 
Claude Context zilliztech/claude-context Provides semantic code search and indexing using vector embeddings and AST-based code splitting, enabling natural language queries 12k ★ 41 
Kubeshark kubeshark/kubeshark Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, and DNS. 12k ★ 42 
Zen beehiveinnovations/pal-mcp-server Give your development workflow access to all state of the art AI models for enhanced code analysis, problem-solving, and collabora 12k ★ 43 
Pipedream pipedreamhq/pipedream Access hosted MCP servers or deploy your own for 2,500+ APIs like Slack, GitHub, Notion, Google Drive, and more, all with built-in 12k ★ 44 
DBX t8y2/dbx Query databases from AI agents using connections configured in the DBX database client. 11k ★ 45 
Assistant UI assistant-ui/assistant-ui The MCP server tools have been designed to allow an agent to query the specific information it needs to complete an assistant-ui r 11k ★ 46 
Arize Phoenix arize-ai/phoenix Provides a unified interface to Arize Phoenix's capabilities for managing prompts, exploring datasets, and running experiments acr 11k ★ 47 
IDA Pro mrexodia/ida-pro-mcp Automated reverse engineering with IDA Pro. 11k ★ 48 
Uno Platform unoplatform/uno Cross-platform .NET development framework documentation and prompts 10k ★ 49 
AWS Bedrock Knowledge Base Retrieval awslabs/mcp Bridge to access Amazon Bedrock Knowledge Bases. 9.5k ★ 50 
Ghidra lauriewired/ghidramcp Decompile and analyze binaries in Ghidra. 9.5k ★
PaddleOCR paddlepaddle/paddleocr Integrates with PaddleOCR and PP-StructureV3 to extract text from images and PDFs with confidence scores and bounding boxes, plus 85k ★ 2 Netdata netdata/netdata Real-time infrastructure monitoring with metrics, logs, alerts, and ML anomaly detection 80k ★ 3 Labelhead Artist Momentum paperclipai/paperclip Trending hip-hop artist momentum scores across four cultural dimensions. 73k ★ 4 Scrapling d4vinci/scrapling Provides advanced web scraping capabilities with browser fingerprint impersonation, dynamic content fetching via Chromium, and ste 71k ★ 5 Claude Flow ruvnet/ruflo Agent orchestration platform with multi-agent swarms, workflow coordination, and conversational AI systems 65k ★ 6 World Monitor koala73/worldmonitor Live global intelligence covering real-time markets, conflicts, country risk, chokepoints, and energy data. 61k ★ 7 Context7 (Documentation Database) upstash/context7 Connects to Context7.com's documentation database to provide up-to-date library and framework documentation with intelligent proje 59k ★ 8 Metabase metabase/metabase Official Metabase MCP server enabling AI agents to search, explore, query, and visualize data in a self-hosted Metabase instance. 48k ★ 9 Chrome DevTools chromedevtools/chrome-devtools-mcp Provides direct Chrome browser control through DevTools for web automation, debugging, and performance analysis using accessibilit 46k ★ 10 Puter heyputer/puter Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more. 43k ★ 11 MindsDB mindsdb/mindshub MindsDB allows applications to answer questions over large-scale federated data—spanning databases, data warehouses, and SaaS appl 39k ★ 12 Reactive Resume amruthpillai/reactive-resume Free open-source resume builder with remote MCP tools for resumes and job applications. 39k ★ 13 Search (UI-TARS) bytedance/ui-tars-desktop Web search with multiple search engines and browser automation 38k ★ 14 PostHog posthog/posthog Integrates with PostHog product analytics to query analytics data, manage feature flags, create insights, run experiments, and tra 35k ★ 15 Playwright Browser Automation microsoft/playwright-mcp Enables web browser control for navigating websites, capturing page snapshots, interacting with elements, and taking screenshots t 35k ★ 16 Codebase Memory deusdata/codebase-memory-mcp Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens. 32k ★ 17 GitHub github/github-mcp-server Integration with GitHub Issues, Pull Requests, and more. 32k ★ 18 Graphiti getzep/graphiti Provides a temporal knowledge graph system for storing, retrieving, and reasoning about relationships between entities with persis 29k ★ 19 Cognee topoteretes/cognee AI-friendly database and knowledge-management capabilities via various database schemes. 29k ★ 20 Task Master eyaltoledano/claude-task-master Provides task management capabilities for development workflows with PRD parsing, task CRUD operations with dependency management, 28k ★ 21 RepoMix yamadashy/repomix Package codebases into AI-friendly single files with intelligent code structure preservation and token optimization. 27k ★ 22 Serena oraios/serena Provides intelligent code analysis and manipulation across multiple programming languages through language server protocols, enabl 26k ★ 23 Mastra Docs mastra-ai/mastra Provides AI assistants with direct access to Mastra.ai's complete knowledge base. 26k ★ 24 Beads gastownhall/beads A drop-in memory upgrade for your coding agent 25k ★ 25 Blender ahujasid/blender-mcp Enables natural language control of Blender for 3D scene creation, manipulation, and rendering without requiring knowledge of Blen 24k ★ 26 Activepieces activepieces/activepieces Dynamic server to which you can add apps (Google Calendar, Notion, etc) or advanced Activepieces Flows (Refund logic, a research a 23k ★ 27 Oh My Posh jandedobbeleer/oh-my-posh Validate Oh My Posh theme configurations against the official schema 23k ★ 28 Skyvern skyvern-ai/skyvern Control your browser with Skyvern's browser automation platform. 23k ★ 29 n8n czlonkowski/n8n-mcp Integrates with n8n workflow automation platform to provide conversational access to 525+ nodes including AI-capable nodes and tri 22k ★ 30 Screenpipe screenpipe/screenpipe Search your local screen recordings, audio transcripts, and computer activity from screenpipe. 20k ★ 31 CUA MCP Server trycua/cua Enables LLMs to run Computer-Use Agent (CUA) workflows on Apple Silicon macOS. 20k ★ 32 Context Mode mksglu/context-mode Reduces context consumption by 98% through sandboxed code execution and SQLite-based session continuity with FTS5 search. 19k ★ 33 Python Sandbox pydantic/pydantic-ai Provides a browser-compatible Python execution environment with package management capabilities for running code snippets safely w 19k ★ 34 Toolbox for Databases googleapis/mcp-toolbox Provides a secure, configurable interface for executing pre-defined queries against multiple database systems including PostgreSQL 16k ★ 35 Figma Context glips/figma-context-mcp Integrates with Figma's design platform API to enable AI-driven design operations, asset management, and team collaboration within 15k ★ 36 OpenMetadata open-metadata/openmetadata Governed metadata context and business semantics for AI assistants and agents. 15k ★ 37 Coder coder/coder Self-hosted platform for cloud development environments and AI coding agents — define workspaces via Terraform. 14k ★ 38 Unity coplaydev/unity-mcp Allow MCP clients to perform Unity Editor actions. 13k ★ 39 Chrome Browser Automation hangwin/mcp-chrome Provides browser automation and semantic search capabilities through Chrome extension integration, enabling intelligent web elemen 12k ★ 40 Claude Context zilliztech/claude-context Provides semantic code search and indexing using vector embeddings and AST-based code splitting, enabling natural language queries 12k ★ 41 Kubeshark kubeshark/kubeshark Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, and DNS. 12k ★ 42 Zen beehiveinnovations/pal-mcp-server Give your development workflow access to all state of the art AI models for enhanced code analysis, problem-solving, and collabora 12k ★ 43 Pipedream pipedreamhq/pipedream Access hosted MCP servers or deploy your own for 2,500+ APIs like Slack, GitHub, Notion, Google Drive, and more, all with built-in 12k ★ 44 DBX t8y2/dbx Query databases from AI agents using connections configured in the DBX database client. 11k ★ 45 Assistant UI assistant-ui/assistant-ui The MCP server tools have been designed to allow an agent to query the specific information it needs to complete an assistant-ui r 11k ★ 46 Arize Phoenix arize-ai/phoenix Provides a unified interface to Arize Phoenix's capabilities for managing prompts, exploring datasets, and running experiments acr 11k ★ 47 IDA Pro mrexodia/ida-pro-mcp Automated reverse engineering with IDA Pro. 11k ★ 48 Uno Platform unoplatform/uno Cross-platform .NET development framework documentation and prompts 10k ★ 49 AWS Bedrock Knowledge Base Retrieval awslabs/mcp Bridge to access Amazon Bedrock Knowledge Bases. 9.5k ★ 50 Ghidra lauriewired/ghidramcp Decompile and analyze binaries in Ghidra. 9.5k ★ No matches.
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