AI MCP Servers - spinningideas/resources GitHub Wiki

General MCP Information

General MCP Directories/Collections

Primary Directories and Registries

Official MCP Registry Repo
- https://github.com/modelcontextprotocol/registry/
- https://blog.modelcontextprotocol.io/posts/2025-09-08-mcp-registry-preview/
Official MCP Project Repo
- The official GitHub repository for MCP, containing core documentation and reference implementations.
- Link: https://github.com/modelcontextprotocol/servers
Smithery.ai
- A large marketplace with thousands of MCP capabilities, usage metrics, and installation guides.
- Link: https://smithery.ai
Mastra Registry
- A meta-registry that aggregates and lists other MCP server directories, acting as a central discovery hub.
- Link: https://mastra.ai/mcp-registry-registry
Cursor Directory
- A curated collection of MCP servers with user ratings, optimized for integration with the Cursor IDE.
- Link: https://cursor.directory/mcp
MCP.so
- A curated registry of verified, well-documented MCP servers that undergo quality checks for reliability.
- Link: https://mcp.so
Glama.ai
- A directory of open-source MCP implementations that includes GitHub stats and maintenance indicators.
- Link: https://glama.ai/mcp
Awesome MCP Servers
- A community-maintained "awesome list" on GitHub, categorizing notable MCP servers by function.
- Link: https://github.com/punkpeye/awesome-mcp-servers
HiMCP.ai
- A directory that highlights server reliability and performance, featuring uptime stats and response time benchmarks.
- Link: https://himcp.ai
PulseMCP.com
- A specialized registry for real-time data and streaming MCP servers, with compatibility info for popular AI models.
- Link: http://PulseMCP.com
APITracker.io
- A resource for tracking MCP server API versions and changes to help developers maintain compatibility.
- Link: https://apitracker.io
MCPdb.org
- A searchable database of MCP servers with filtering by functionality and region, including technical documentation.
- Link: https://mcpdb.org
MCPMarket.com
- A marketplace for commercial, enterprise-grade MCP servers with clear pricing and support options.
- Link: https://mcpmarket.com
AIXploria.com
- An editorial collection of reviewed MCP servers with use-case recommendations for specific applications.
- Link: https://www.aixploria.com/en/list-best-mcp-servers-directory-ai/
Portkey.ai
- An enterprise-focused directory emphasizing security, compliance, and detailed data handling practices.
- Link: https://portkey.ai/mcp-servers
MCPServers.org
- A community-maintained registry with user reviews, examples, and troubleshooting guides.
- Link: https://mcpservers.org
Cline.bot Marketplace
- A marketplace optimized for the Cline AI assistant, featuring one-click integration for free and premium servers.
- Link: https://cline.bot/mcp-marketplace
https://mcpverse.dev/
https://www.pulsemcp.com/servers
https://www.mcpserverfinder.com/

MCP Usage Within Code Itself

https://github.com/mcp-use/mcp-use - Create MCP Clients and Agents within code - see also https://mcp-use.com/

IDE SpecifiC MCP Directories

https://cursor.directory/mcp - cursor
https://windsurf.run/ - windsurf

Community Resources

Reddit r/mcp
- An active forum for MCP developments, implementation support, and real-world best practices.
- Link: https://www.reddit.com/r/mcp/

MCP Servers (General Development)

AI Reasoning & Planning

Sequential Thinking MCP

Enables the AI to break down complex tasks into logical, manageable steps, improving problem-solving and reducing errors from rushed implementations.

Core Functionality: Structures problem-solving, identifies dependencies and edge cases, and is ideal for complex feature planning and system architecture.
Repo: https://github.com/metaskills/sequential_thinking

Voice & Audio Generation

ElevenLabs MCP

Enables AI agents to generate speech, clone voices, and transcribe audio using ElevenLabs' realistic voice technology.

Core Functionality: Provides tools for text-to-speech, voice cloning, and audio transcription to give your AI agent a voice.
Repo: https://github.com/elevenlabs/elevenlabs-mcp

Web Data, Search & Browser Automation

Bright Data MCP Server

Provides real-time, unblocked access to public web data, allowing AI assistants to perform web scraping, data extraction, and browser automation tasks.

Core Functionality: Enables LLMs to search the web, navigate websites, and retrieve data without being detected or restricted by location.
Repo: https://github.com/brightdata/brightdata-mcp

Tavily MCP

Adds developer-focused, AI-powered search to find contextually relevant information on libraries, frameworks, and best practices.

Core Functionality: Performs intelligent search for technical topics, prevents use of outdated solutions, and is ideal for research and problem-solving.
Repo: https://github.com/tavily-ai/tavily-python

Fetch MCP Server

Allows the AI to retrieve and process web content, converting online documentation, tutorials, and resources into usable context.

Core Functionality: Fetches and converts web content to markdown, provides real-time access to external resources, and is ideal for integrating with third-party APIs.
Repo: https://github.com/davej/mcp-server-fetch

Firecrawl MCP

Allows AI agents to crawl entire websites, extract structured data, and perform deep research from a single prompt.

Core Functionality: Turns websites into clean, structured data for market research, SEO audits, and competitive analysis.
Repo: https://github.com/firecrawl/firecrawl-mcp-server

Browserbase MCP

Empowers AI agents to control headless browsers to automate web tasks, simulate user actions, and navigate complex websites.

Core Functionality: Turns an AI agent into a personal web assistant capable of booking appointments, filling forms, and more.
Repo: https://github.com/browserbase/mcp-server-browserbase

Exa MCP Server

AI web search with a focus on finding relevant, up-to-date information for research and development tasks.

Core Functionality: Provides AI-powered web search capabilities for discovering accurate technical and market information.
Repo: https://github.com/exa-labs/exa-mcp-server

Serper MCP Server

Google scraping via the Serper API for structured search results and data extraction.

Core Functionality: Enables AI agents to run Google searches and retrieve structured results for research and lead generation.
Repo: https://github.com/garylab/serper-mcp-server

Apify MCP Server

A marketplace of custom scrapers and web automation actors that can be exposed as MCP tools.

Core Functionality: Provides access to a store of pre-built web scrapers and automation workflows for data extraction.
Repo: https://github.com/apify/apify-mcp-server

Sumble MCP

Technographics data for identifying the technology stacks used by companies and prospects.

Core Functionality: Delivers technology stack intelligence for market research, competitive analysis, and GTM targeting.
Docs: https://docs.sumble.com/api/mcp

Databases, Vector Stores & Storage

Supabase MCP

Provides direct, real-time database access for AI agents to create tables, read user data, and write to a Supabase backend.

Core Functionality: Allows agents to interact with a Supabase database without complex authentication or backend setup.
Repo: https://github.com/supabase-community/supabase-mcp

Pinecone MCP

Vector database for building RAG (Retrieval-Augmented Generation) applications and semantic search.

Core Functionality: Enables AI agents to store and query vector embeddings for memory, search, and retrieval use cases.
Repo: https://github.com/pinecone-io/pinecone-mcp

Airtable MCP Server

Database for automations and structured data, allowing AI agents to read and write Airtable bases.

Core Functionality: Provides AI agents with structured storage and automation capabilities via Airtable bases.
Repo: https://github.com/domdomegg/airtable-mcp-server

Development & Code Context

Filesystem MCP Server

Gives the AI real-time access to the project's file structure, preventing broken imports and incorrect path references.

Core Functionality: Reads, writes, and manages files and directories, and is ideal for file management and maintaining a consistent project structure.
Repo: https://github.com/modelcontextprotocol/server-filesystem

GitMCP

Provides the AI with full repository awareness, including history, branches, and commits, to prevent code conflicts.

Core Functionality: Understands git history, prevents merge conflicts, and is ideal for team collaboration and feature branch development.
Repo: https://gitmcp.io/

GitHub MCP

Official GitHub MCP server for repository access, issues, pull requests, and code search.

Core Functionality: Enables AI agents to interact with GitHub repositories, manage issues, and review code within company open-source or private projects.
Repo: https://github.com/github/github-mcp-server

FastAPI MCP

Automatically converts a FastAPI application into a set of plug-and-play MCP tools with zero configuration. Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

Core Functionality: Exposes your existing FastAPI endpoints as tools for AI agents, preserving schemas and documentation.
Repo: https://github.com/tadata-org/fastapi_mcp

Vercel MCP

AI agent access to Vercel for app hosting, deployments, and project management.

Core Functionality: Allows AI agents to manage Vercel deployments and hosting workflows.
Repo: https://github.com/OzgunTurkmen/vercel-mcp

Knowledge Graph Memory Server

Understands and maps relationships between code components, preventing cascade errors during refactoring.

Core Functionality: Maps component dependencies, analyzes impact of changes, and is ideal for large-scale refactoring and dependency analysis.
Repo: https://github.com/modelcontextprotocol/servers

Memory & Knowledge Management

Obsidian-MCP

Connects the AI to an Obsidian knowledge base, integrating personal notes, project documentation, and architectural decisions into the AI's context.

Core Functionality: Accesses Obsidian notes, ensures alignment with documented requirements, and is ideal for documentation-driven development.
Repo: https://github.com/polymath-ai/obsidian-mcp

Memory Bank MCP Server

Creates persistent, centralized memory for the AI across all coding sessions, remembering project context, coding patterns, and architectural decisions.

Core Functionality: Retains project-specific context, prevents repetitive work, and is ideal for long-term projects and team collaboration.
Repo: https://github.com/alioshr/memory-bank-mcp

Context7 MCP

Provides the AI with the latest, version-specific library documentation to prevent errors from outdated APIs and syntax.

Core Functionality: Fetches current documentation, prevents use of deprecated APIs, and is ideal for projects with rapidly evolving frameworks.
Repo: https://github.com/upstash/context7

Notion MCP Server

Company knowledge hub and project management (PJM) integration for AI agents.

Core Functionality: Allows AI agents to read and write Notion pages, databases, and documents as a central knowledge base.
Repo: https://github.com/makenotion/notion-mcp-server

Design, UI/UX & Frontend

Figma Context MCP Server

Translates Figma design files into clean, AI-readable data, extracting layout structure, color tokens, and spacing values for AI assistants.

Core Functionality: Simplifies complex Figma file data, downloads images for analysis, and requires only a Figma API token to start.
Repo: https://github.com/GLips/Figma-Context-MCP

Figma Dev Mode MCP Server

Figma's native integration for bridging design and development, providing direct access to design tokens, component specifications, and developer handoff features.

Core Functionality: Offers official, reliable integration with Figma's ecosystem, aligning with its development roadmap.
Resource: Figma Dev Mode MCP Server Guide

Cursor Talk to Figma MCP

Allows you to modify Figma designs using natural language commands within Cursor, connected via a WebSocket plugin.

Core Functionality: Provides over 20 tools for creating and modifying design elements, managing components, and editing text directly through AI commands.
Repo: https://github.com/sonnylazuardi/cursor-talk-to-figma-mcp

MCP Figma to React Converter

Converts Figma designs directly into clean, maintainable React components styled with Tailwind CSS.

Core Functionality: Automates the design-to-development workflow, handles responsive breakpoints, and adds accessibility attributes.
Repo: https://github.com/StudentOfJS/mcp-figma-to-react

21st.dev Magic AI Agent

Generates modern, production-ready UI components from plain English descriptions, complete with styling and responsive behavior.

Core Functionality: Converts natural language to UI components, follows modern design patterns, and works with popular frameworks.
Repo: https://github.com/21st-dev/magic-mcp

Web UX Evaluator

Analyzes live websites to provide detailed UX feedback, identifying usability issues, accessibility problems, and design improvements.

Core Functionality: Performs automated UX and accessibility audits, generates actionable reports, and explains the reasoning behind its recommendations.
Repo: https://github.com/Operative-Sh/web-eval-agent

Figma MCP Server (Official)

Official Figma MCP server guide and integration for AI-powered design workflows.

Core Functionality: Provides an all-in-one design tool integration for AI agents working with Figma files and components.
Repo: https://github.com/figma/mcp-server-guide

Miro MCP / Miro AI

Connects AI assistants to Miro boards for workflow mapping, brainstorming, and visual collaboration.

Core Functionality: Allows AI agents to read, create, and manage Miro board content programmatically for visual collaboration.
Repo: https://github.com/miroapp/miro-ai

MCP-Miro

Connects your AI assistant to Miro boards, allowing it to read, create, and manage board content like sticky notes and shapes programmatically.

Core Functionality: Turns brainstorming sessions into structured digital content and facilitates visual collaboration through AI commands.
Repo: https://github.com/evalstate/mcp-miro

Productivity, Communication & Workflow Automation

Google Workspace MCP

Gmail, Drive, and Docs integration for AI agents.

Core Functionality: Enables AI agents to read and manage email, files, and documents across Google Workspace.
Repo: https://github.com/taylorwilsdon/google_workspace_mcp

Slack MCP Server

Team and client communication integration for AI agents.

Core Functionality: Allows AI agents to send and read Slack messages for team collaboration and client communication.
Repo: https://github.com/korotovsky/slack-mcp-server

n8n MCP

Workflow and agent builder integration for AI agents.

Core Functionality: Enables AI agents to build and execute automation workflows and connect various services.
Repo: https://github.com/czlonkowski/n8n-mcp

Sales, Marketing & GTM

Apollo.io MCP

275M+ contact database and go-to-market workflows.

Core Functionality: Provides AI agents with access to a large contact database and GTM workflow tools for sales and outreach.
Repo: https://github.com/edwardchoh/apollo-io-mcp-server

AI Ark MCP

Prospecting database with 70M+ companies.

Core Functionality: Enables AI agents to search and enrich prospecting data from a large company database.
Repo: https://github.com/dropoutsanta/ai-ark-mcp

Findymail MCP Server

Contact enrichment and validation for sales and marketing.

Core Functionality: Validates and enriches contact information to improve outreach and data quality.
Repo: https://github.com/Meerkats-Ai/findymail-mcp-server

Instantly.ai MCP

Automated email campaigns for sales outreach.

Core Functionality: Allows AI agents to create and manage automated email campaigns for GTM activities.
Repo: https://github.com/bcharleson/instantly-mcp

RB2B

Website visitor deanonymization for identifying inbound prospects.

Core Functionality: Reveals the companies behind anonymous website visitors to fuel sales outreach.
Resource: https://salestools.club/apis/rb2b

HeyReach MCP

Automated direct message campaigns for social selling.

Core Functionality: Enables AI agents to run automated DM campaigns for outreach and engagement.
Repo: https://github.com/bcharleson/heyreach-mcp

Clay MCP

Call Clay functions from Claude for data enrichment and workflow automation.

Core Functionality: Extends Clay data enrichment and automation workflows through AI agent commands.
Repo: https://github.com/shanefirek/clay-mcp-public

Customer.io MCP

Marketing automation platform integration for AI agents.

Core Functionality: Enables AI agents to manage marketing automation workflows, messaging, and customer journeys.
Docs: https://docs.customer.io/ai/mcp

Warmly MCP

Website visitor waterfall and intent data for sales.

Core Functionality: Identifies and prioritizes website visitors based on engagement signals for sales follow-up.
Resource: https://www.warmly.ai/launches/warmly-mcp-and-api-are-live

DiscoLike MCP

Niche total addressable market (TAM) mapping for market sizing.

Core Functionality: Helps AI agents map niche markets and estimate total addressable market for GTM planning.
Docs: https://docs.discolike.com/mcp

Ocean.io MCP Server

Lookalike list building and account intelligence.

Core Functionality: Builds lookalike prospect lists and surfaces account intelligence for targeted outreach.
Repo: https://github.com/Meerkats-Ai/ocean-io-mcp-server

HubSpot MCP

Sales and marketing CRM integration for AI agents.

Core Functionality: Allows AI agents to manage contacts, deals, and marketing activities in HubSpot.
Repo: https://github.com/baryhuang/mcp-hubspot

TheirStack MCP

Job openings and technographics data for sales targeting.

Core Functionality: Surfaces job openings and technology signals to identify sales opportunities.
Docs: https://theirstack.com/en/docs/mcp

Landbase

AI list building and enrichment for GTM engineers.

Core Functionality: Automates list building and data enrichment for sales and marketing teams.
Resource: https://www.landbase.com/blog/mcp-powered-tools-gtm-engineers

Freckle.io

GTM orchestration platform integration.

Core Functionality: Orchestrates go-to-market workflows and data across sales and marketing tools.
Resource: https://www.freckle.io

Salesforce MCP

Enterprise CRM integration for AI agents.

Core Functionality: Allows AI agents to interact with Salesforce records, opportunities, and workflows for enterprise sales.
Repo: https://github.com/salesforcecli/mcp

Ordinal MCP

Content scheduling and analytics for marketing teams.

Core Functionality: Schedules content and provides analytics for content marketing and GTM campaigns.
Docs: https://docs.tryordinal.com/mcp/introduction