MCP Server Directory: Verified Model Context Protocol Servers for AI Agents

adobe-express-developer

design

Connect AI coding agents to official Adobe Express add-on documentation, examples, and TypeScript definitions for grounded development assistance through MCP.

aihubmix-image-generation

design

Connect AI agents to AIHubMix for natural-language image generation across GPT Image, FLUX, Imagen, and Ideogram models through MCP.

airtable

productivity

Connect AI agents to Airtable bases, records, interfaces, and workspaces for secure data search, analysis, creation, and updates through MCP.

airwallex

finance

Connect AI agents to Airwallex for documentation search, sandbox integration testing, API guidance, payment workflow development, and billing or webhook implementation support through MCP.

algolia

search

Connect AI agents to Algolia for index search, recommendations, analytics exploration, facet search, and record retrieval through managed MCP servers.

amplitude

analytics

Connect AI agents to Amplitude for product analytics, experiments, cohorts, charts, dashboards, tracking plans, user behavior insights, and public documentation through MCP.

anima

design

Connect AI coding agents to Anima Playground, Figma designs, and team design systems for high-fidelity design-to-code and implementation workflows through MCP.

apify

search

Connect AI agents to Apify for Actor discovery, web scraping, automation runs, datasets, key-value stores, logs, and documentation search through MCP.

asana

productivity

Connect AI agents to Asana for tasks, projects, portfolios, workload analysis, reporting, search, and team coordination through MCP.

atlassian

productivity

Connect AI agents to Jira, Confluence, and Compass for search, issue management, page creation, updates, summaries, and cross-product workflows through Atlassian MCP.

auth0

developer-tools

Connect AI agents to Auth0 tenants for application, API, Action, form, user, and log management through a local MCP server.

azure

cloud

Connect AI agents to Azure for resource discovery, deployment, monitoring, storage, databases, networking, and cloud operations through MCP.

bedrock-image

design

Connect AI agents to Amazon Bedrock image models for generation, transformation, upscaling, inpainting, outpainting, background removal, and style-controlled visual workflows through MCP.

blender-mcp

design

Connect AI agents to Blender for 3D scene inspection, object creation, material editing, asset retrieval, rendering workflows, and prompt-assisted modeling through MCP.

blockscout

developer-tools

Connect AI agents to Blockscout for EVM-chain balances, tokens, NFTs, transactions, blocks, contract metadata, ABIs, and contextual blockchain analysis through MCP.

box

productivity

Connect AI agents to Box content for file search, folders, Box AI Q&A and extraction, metadata, collaborations, Hubs, Doc Gen, uploads, and downloads through MCP.

browserbase

developer-tools

Connect AI agents to Browserbase for cloud browser sessions, page navigation, screenshots, data extraction, and Stagehand-powered web automation through MCP.

browserstack

developer-tools

Connect AI agents to BrowserStack for real-device browser and mobile testing, test management, accessibility scans, visual testing, and failure analysis through MCP.

canva

design

Connect AI assistants to Canva for design creation, editing, search, exports, comments, assets, folders, and brand workflows through MCP.

chroma

databases

Connect AI agents to Chroma for collection management, document storage, semantic search, full-text search, metadata filtering, and vector retrieval through MCP.

circleci

developer-tools

Connect AI agents to CircleCI for build logs, test results, pipeline status, flaky-test analysis, workflow reruns, rollbacks, and CI optimization through MCP.

clerk

developer-tools

Connect AI coding agents to Clerk for up-to-date authentication SDK snippets, implementation patterns, framework examples, and Clerk development guidance through MCP.

clickup

productivity

Connect AI agents to ClickUp for tasks, lists, folders, docs, comments, chat, time tracking, search, reporting, and workspace automation through MCP.

cloudflare

cloud

Connect AI agents to Cloudflare for DNS, Workers, storage, security, networking, analytics, and other account operations through the full Cloudflare API.

coindesk-data

finance

Connect AI agents to CoinDesk Data for real-time and historical crypto prices, indices, futures, options, funding rates, open interest, on-chain supply, and news through MCP.

contentful

productivity

Connect AI agents to Contentful for entries, assets, content types, environments, localization, AI Actions, semantic search, and publishing workflows through MCP.

context7

developer-tools

Connect AI agents to Context7 for up-to-date, version-specific library documentation and code examples through MCP.

convex

databases

Connect AI coding agents to Convex for deployment status, tables, documents, functions, logs, insights, queries, and environment variables through MCP.

databricks

analytics

Connect AI agents to Databricks for governed access to Genie, Unity Catalog data, AI Search indexes, Databricks SQL, and Unity Catalog functions through MCP.

datadog

analytics

Connect AI agents to Datadog for logs, metrics, traces, monitors, dashboards, incidents, security signals, and production troubleshooting through MCP.

deepl

communication

Connect AI agents to DeepL for text translation, document translation, writing improvement, language discovery, and glossary-aware terminology through MCP.

design-intelligence

design

Connect AI agents to a curated library of real-world UI patterns for design search, semantic tokens, accessibility guidance, code analysis, and visual-system generation through MCP.

digitalocean

cloud

Connect AI agents to DigitalOcean for apps, Droplets, Kubernetes, databases, networking, storage, observability, AI services, and cloud operations through MCP.

docker-hub

developer-tools

Connect AI agents to Docker Hub for image discovery, repository management, tag inspection, namespace access, and hardened-image research through MCP.

drawio

design

Connect AI agents to draw.io for interactive diagrams, XML, CSV, Mermaid, shape search, browser editing, and inline visual workflows through MCP.

dynatrace

analytics

Connect AI agents to Dynatrace for real-time production context, DQL query generation and execution, vulnerability investigation, Kubernetes analysis, and observability troubleshooting through MCP.

elastic-agent-builder

search

Connect AI agents to Elastic Agent Builder tools for Elasticsearch search, ES|QL, workflows, retrieval, and custom data operations through MCP.

exa

search

Connect AI agents to Exa for web search, code search, page fetching, advanced search filters, clean Markdown extraction, and current source-grounded research through MCP.

excalidraw

design

Connect AI agents to Excalidraw for streamed hand-drawn diagrams, architecture sketches, editable visual explanations, and interactive fullscreen diagram workflows through MCP.

fal

design

Connect AI agents to fal for model search, schemas, pricing, image generation, video generation, file upload, job management, and creative media workflows through MCP.

figma

design

Connect AI agents to Figma for structured design context, code generation, variables, components, FigJam diagrams, Code Connect, and supported canvas workflows through MCP.

firecrawl

search

Connect AI agents to Firecrawl for web search, scraping, crawling, URL discovery, batch extraction, page interaction, and deep research through MCP.

fly-io

cloud

Connect AI agents to Fly.io for apps, Machines, certificates, logs, organizations, secrets, status, volumes, and deployment workflows through MCP.

fmp

finance

Connect AI agents to Financial Modeling Prep for real-time quotes, fundamentals, statements, filings, news, technical indicators, and market research data through MCP.

fourthwall

design

Connect AI agents to Fourthwall for product design previews, artwork placement, print-region editing, product creation, media uploads, and shop management through MCP.

framer-mcp-plugin

design

Connect AI agents to open Framer projects for page creation, canvas editing, style management, code components, CMS work, and React export through MCP.

gitguardian

developer-tools

Connect AI agents to GitGuardian for secret scanning, incident triage, honeytokens, and credential-remediation workflows through MCP.

github

developer-tools

Connect AI agents to live GitHub repositories, issues, pull requests, workflows, security data, and collaboration tools through MCP.

gitlab

developer-tools

Connect AI agents to GitLab projects, issues, merge requests, commits, diffs, pipelines, and other development workflows through MCP.

gocardless

finance

Connect AI agents to GoCardless for API integration guidance, payment workflow code help, webhook troubleshooting, and read-only account data queries through MCP.

godaddy

developer-tools

Connect AI agents to GoDaddy for domain-name search, availability checks, keyword-based suggestions, structured domain results, and registration links through MCP.

google-cloud-application-design-center

design

Connect AI agents to Google Cloud Application Design Center for architecture generation, template refinement, best-practice assessment, deployment, and troubleshooting through MCP.

grafana

analytics

Connect AI agents to Grafana for dashboards, metrics, logs, alerts, incidents, data sources, and observability workflows through MCP.

hashicorp-vault

developer-tools

Connect AI agents to HashiCorp Vault for key-value secret management, mount operations, and PKI issuer, role, and certificate workflows through MCP.

heroku

cloud

Connect AI agents to Heroku for apps, dynos, logs, deployments, scaling, add-ons, Postgres, and platform operations through MCP.

hugging-face

developer-tools

Connect AI agents to Hugging Face for Hub search, documentation, models, datasets, Spaces, papers, repository details, Jobs, and Gradio tools through MCP.

iconify-mcp-server

design

Connect AI agents to Iconify for searching open-source icon sets, retrieving icon metadata, and generating usage examples for frontend and design workflows through MCP.

intercom

communication

Connect AI agents to Intercom for conversations, contacts, companies, Help Center articles, search, retrieval, and article management through MCP.

ionos-cloud

cloud

Connect AI agents to IONOS CLOUD for read-only inspection of compute, storage, DNS, billing, certificates, and activity logs through MCP.

jetbrains

developer-tools

Connect AI agents to JetBrains IDEs for project analysis, code insight, file search, builds, run configurations, terminal commands, database tools, and debugger workflows through MCP.

jotform

productivity

Connect AI agents to Jotform for form creation, editing, submission retrieval, response analysis, and workflow automation through OAuth-secured MCP.

launchdarkly

developer-tools

Connect AI agents to LaunchDarkly for feature flags, targeting rules, AgentControl configs, metrics, logs, traces, errors, and dashboards through MCP.

linear

productivity

Connect AI agents to Linear for issue tracking, project planning, initiatives, milestones, updates, comments, documents, and product-management workflows through MCP.

lottiefiles-creator

design

Connect AI assistants to LottieFiles Creator to build, edit, analyze, and export Lottie animations through natural-language MCP workflows.

lovable

developer-tools

Connect AI agents to Lovable for project creation, app iteration, code inspection, deployment, databases, analytics, and workspace management through MCP.

lunacy

design

Connect AI assistants to Lunacy for selected-object context, color variables, components, images, design assets, reviews, and developer handoff workflows through MCP.

make

automation

Connect AI agents to Make to run scenarios, expose automations as tools, and manage account resources through OAuth or MCP-token secured remote MCP.

microsoft-learn

developer-tools

Connect AI agents to current Microsoft documentation and code samples through MCP.

milvus

databases

Connect AI agents to Milvus for collection management, vector search, data insertion, retrieval, querying, and database inspection through MCP.

minimax

design

Connect AI agents to MiniMax for image generation, video generation, speech, voice cloning, voice design, music generation, and multimodal creative workflows through MCP.

miro

design

Connect AI agents to Miro boards for search, summaries, diagrams, structured workshop content, comments, and collaborative visual workflows through MCP.

monday

productivity

Connect AI agents to monday.com boards, items, docs, dashboards, CRM workflows, project reporting, and app framework tools through MCP.

mongodb

databases

Connect AI agents to MongoDB databases and Atlas for queries, schema inspection, indexing, cluster administration, performance analysis, and vector-search workflows through MCP.

n8n

productivity

Connect AI agents to n8n for workflow search, creation, editing, execution, testing, and data-table management through MCP.

neon

databases

Connect AI agents to Neon for project, branch, database, SQL, schema, migration, performance, and documentation workflows through MCP.

netlify

cloud

Connect AI coding agents to Netlify for project creation, deployments, access controls, extensions, forms, environment variables, and team workflows through MCP.

notion

productivity

Connect AI agents to Notion for workspace search, page retrieval, content creation, page updates, task management, and knowledge workflows through MCP.

pagerduty

productivity

Connect AI agents to PagerDuty for incidents, services, schedules, escalation policies, status pages, workflows, and event orchestration through MCP.

paper-design

design

Connect AI agents to Paper for reading and writing design files, creating artboards, editing layers, exporting assets, syncing content, and design-to-code workflows through MCP.

paypal

finance

Connect AI agents to PayPal for invoices, orders, refunds, disputes, shipment tracking, catalog products, subscriptions, and transaction reporting through MCP.

penpot

design

Connect AI agents to Penpot files for design creation, component and token management, design audits, asset export, and design-to-code workflows through MCP.

perplexity

search

Connect AI agents to Perplexity for real-time web search, conversational answers, deep research, and reasoning through Sonar models and the Search API.

picsart-creative-apis

design

Connect AI agents to Picsart Creative APIs for background removal, upscaling, effects, masks, style transfer, vectorization, image editing, and visual asset workflows through MCP.

pinecone

databases

Connect AI agents to Pinecone for documentation search, index management, record upserts, semantic search, cascading search, and reranking through MCP.

playwright

developer-tools

Connect AI agents to real browsers for navigation, form interaction, accessibility snapshots, screenshots, file uploads, testing, and web automation through Playwright MCP.

postman

developer-tools

Connect AI agents to Postman for workspace, collection, specification, environment, mock, monitor, and API-development workflows through MCP.

prisma

databases

Connect AI agents to Prisma for Prisma Postgres database creation, backups, connection strings, SQL execution, schema introspection, and local migrations through MCP.

qdrant

databases

Connect AI agents to Qdrant for storing and retrieving semantic memories, documentation snippets, code examples, and other searchable context through MCP.

railway

cloud

Connect AI agents to Railway for projects, services, deployments, environments, variables, domains, templates, logs, and infrastructure workflows through MCP.

recraft

design

Connect AI agents to Recraft for raster and vector image generation, editing, vectorization, upscaling, background replacement, and custom visual styles through MCP.

render

cloud

Connect AI agents to Render for services, deploy history, logs, metrics, Postgres queries, Key Value, and cloud infrastructure workflows through MCP.

replicate

design

Connect AI agents to Replicate for model discovery, image generation, video generation, upscaling, prediction management, and creative AI workflows through MCP.

sanity

productivity

Connect AI agents to Sanity for schema exploration, GROQ queries, documents, releases, migrations, datasets, and content operations through MCP.

semgrep

developer-tools

Connect AI coding agents to Semgrep for security scans, custom rule checks, AST inspection, supported-language lookup, and AppSec Platform findings through MCP.

sentry

developer-tools

Connect AI coding agents to Sentry for issue investigation, event analysis, traces, projects, teams, releases, debugging context, and production-error workflows through MCP.

shodan

security

Give AI agents structured access to Shodan host, service, certificate, device, and vulnerability intelligence through MCP.

shopify

developer-tools

Connect AI agents to Shopify for developer documentation, API schemas, code validation, Storefront catalog and cart workflows, customer accounts, and product discovery through MCP.

shopify-dev

developer-tools

Connect AI coding agents to Shopify developer docs, API schemas, code validation, and up-to-date Shopify development guidance through MCP.

sketch

design

Connect AI agents directly to Sketch documents for design analysis, asset export, design-system auditing, scripted editing, and design-to-code workflows through MCP.

slack

communication

Connect AI agents to Slack for workspace search, message retrieval and sending, channel and thread context, canvases, user profiles, and collaboration workflows through MCP.

snyk

developer-tools

Connect AI coding agents to Snyk for SAST, dependency, container, IaC, and open-source vulnerability checks directly inside agentic development workflows.

sonarqube

developer-tools

Connect AI coding agents to SonarQube Cloud, SonarQube Server, and SonarQube Community Build for code quality, security, issue search, and snippet analysis through MCP.

splunk

analytics

Connect AI agents to Splunk Platform and Splunk Observability Cloud for SPL search, knowledge-object discovery, metrics, APM, alerting, and operational analysis through MCP.

square

finance

Connect AI agents to Square for customers, orders, catalog items, payments, invoices, bookings, inventory, locations, loyalty, and other Square API workflows through MCP.

stripe

finance

Connect AI agents to Stripe for customers, products, prices, invoices, subscriptions, refunds, disputes, payment links, balances, and documentation search through MCP.

subframe

design

Connect AI coding agents to Subframe for page and component design, snippets, flows, design documents, themes, generated code, and design-system workflows through MCP.

supabase

databases

Connect AI agents to Supabase for database queries, schema management, migrations, logs, advisors, Edge Functions, branching, storage, and project workflows through MCP.

tavily

search

Connect AI agents to Tavily for real-time web search, source-grounded extraction, website crawling, page mapping, and research workflows through MCP.

temporal

developer-tools

Connect AI agents to Temporal's knowledge base for current documentation, best practices, educational content, community guidance, and workflow-development answers through MCP.

terraform

developer-tools

Connect AI agents to current Terraform providers, modules, policies, HCP Terraform workspaces, runs, variables, and private registry content through MCP.

todoist

productivity

Connect AI agents to Todoist for reading, creating, and updating tasks and projects, organizing plans, cleaning up brain dumps, and managing productivity workflows through MCP.

trigger-dev

developer-tools

Connect AI coding agents to Trigger.dev for project setup, task discovery, run triggering, debugging, cancellation, deployment, and monitoring through MCP.

twilio

developer-tools

Connect AI coding agents to Twilio API specifications, parameter schemas, response models, docs, and support content through MCP.

vercel

cloud

Connect AI agents to Vercel for project management, deployment inspection, runtime logs, protected previews, documentation search, and deployment workflows through MCP.

weaviate

databases

Connect AI agents to Weaviate for schema inspection, vector and hybrid search, object modification, and up-to-date Weaviate documentation through MCP.

webflow

design

Connect AI agents to Webflow for visual site design, responsive layouts, components, styles, CMS content, assets, custom code, and site-data workflows through MCP.