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

#secrets#agent-security#environments

Connect Codex to 1Password Environments through a local MCP server without exposing secret values to the agent.

adobe-express-developer

#adobe-express#add-on-development#design-extensions

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

adyen

#payments#checkout#terminals

Connect AI agents to Adyen Checkout and Management APIs through a local MCP server.

agentops

#observability#traces#agents

Connect AI agents to AgentOps trace data through MCP.

aihubmix-image-generation

#image-generation#multi-model#creative-assets

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

airtable

#databases#records#collaboration

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

airwallex

#payments#sandbox#integration

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

aiven

Connect AI agents to Aiven projects, services, metrics, logs, and configuration through MCP.

#databases#kafka#cloud

akeyless

#site-search#recommendations#analytics

Connect AI agents to Akeyless secrets, keys, and certificates through a local MCP server.

#secrets#identity#rbac

algolia

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

amplitude

#product-analytics#experiments#dashboards

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

anima

#design-to-code#figma#frontend-development

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

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

#web-scraping#actors#automation

apono-assist

#jit-access#identity#approvals

Let AI agents request, review, and inspect Apono just-in-time access workflows through MCP.

asana

#task-management#project-tracking#team-collaboration

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

atlassian

#jira#confluence#team-collaboration

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

auth0

#identity#authentication#tenant-management

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

aws-mcp-server

Connect AI agents to AWS documentation, skills, and authenticated AWS API operations through MCP.

#aws#iam#cloud

axiom

#observability#logs#metrics

Connect AI agents to Axiom observability data through MCP.

azure

#cloud-resources#azure-services#infrastructure

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

bedrock-image

#image-generation#image-editing#amazon-bedrock

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

#3d-modeling#scene-creation#blender

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

blockscout

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

#blockchain#evm#explorer

box

#content-management#files#box-ai

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.

brightdata

Connect AI agents to Bright Data through MCP for live web search, scraping, browser automation, and structured public web data.

#web-data#scraping#browser

browserbase

#browser-automation#web-interaction#testing

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

browserless

#browser#scraping#automation

Connect AI agents to Browserless through MCP for hosted browser automation, scraping, crawling, exports, and audits.

browserstack

#testing#real-devices#automation

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

buildkite

Connect AI agents to Buildkite pipelines, builds, jobs, logs, and test data through MCP.

#ci-cd#pipelines#builds

camunda-orchestration-cluster

#workflow#orchestration#operations

Connect AI agents to Camunda Orchestration Cluster operations through MCP.

canva

#design-creation#visual-content#brand-assets

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

chainguard-ai-docs

#containers#supply-chain#documentation

Connect AI agents to searchable Chainguard container, security, and supply-chain documentation through MCP.

check-point-quantum-management

#firewall-policy#network-security#rulebase-analysis

Connect AI agents to Check Point Quantum Management for policy, rulebase, object, and network topology analysis through MCP.

chroma

#vector-database#semantic-search#memory

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

chronosphere

#observability#telemetry#monitoring

Connect AI agents to Chronosphere observability data and resources through MCP.

circleci

#ci-cd#build-diagnostics#test-analysis

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

ciso-assistant

#grc#risk-management#compliance

Connect AI agents to CISO Assistant for risk, compliance, audit, and control management through MCP.

clerk

#authentication#user-management#sdk-snippets

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

clickhouse

Connect AI agents to ClickHouse Cloud or ClickHouse databases through MCP for schema exploration and read-only analytics.

#analytics#sql#database

clickup

#task-management#workspace-search#team-collaboration

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

cloudbees-unify

#devops#ci-cd#security-findings

Connect AI agents to CloudBees Unify for governed DevOps context, workflow, CI, reporting, and security tools through MCP.

cloudflare

#cloud-infrastructure#dns#edge-computing

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

cockroachdb-cloud

Connect AI agents to CockroachDB Cloud clusters through the managed MCP endpoint.

#sql#database#cloud

coindesk-data

#crypto#market-data#indices

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.

configcat

#feature-flags#configuration#experimentation

Connect AI agents to ConfigCat through MCP to manage feature flags, configurations, environments, and related metadata.

contentful

#content-management#cms#content-modeling

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

context7

#documentation#code-examples#developer-tools

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

convex

#realtime-database#serverless-functions#developer-tools

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

coralogix

#observability#logs#tracing

Connect AI agents to Coralogix observability data and operations through a remote MCP server.

couchbase

#couchbase#database#sqlplus

Connect AI agents to Couchbase clusters for schema discovery, SQL++ queries, and document operations through MCP.

crowdstrike-falcon

#detections#threat-intel#soc

Connect AI agents to CrowdStrike Falcon for detections, incidents, hosts, threat intelligence, vulnerabilities, policies, quarantines, and security-operations workflows through MCP.

cyberark-secrets-manager

#secrets-management#identity#devsecops

Connect AI agents to CyberArk Secrets Manager to create, list, and update secrets through MCP.

cylera

#iot-security#device-inventory#risk-management

Bring Cylera device inventory, risk, threat, and utilization context into MCP-compatible AI assistants.

databricks

#lakehouse#governance#data-agents

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

#observability#monitoring#incident-response

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

datastax-astra-db

#astra-db#vector-search#databases

Connect AI agents to Astra DB Serverless collections, records, and vector search through MCP.

deepl

communication

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

#translation#localization#glossaries

delinea

Connect AI agents to Delinea Secret Server and Delinea Platform APIs through MCP.

#secrets#identity#pam

descope

Manage Descope projects and search Descope documentation from MCP-compatible AI assistants.

#identity#mcp#security

design-intelligence

#ui-patterns#design-systems#code-analysis

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-infrastructure#kubernetes#app-platform

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

docker-hub

#container-images#repositories#image-discovery

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

dokploy

#deployments#self-hosting#infrastructure

Connect AI agents to Dokploy so they can inspect and operate self-hosted application, database, deployment, and infrastructure resources through MCP.

drata

Connect AI agents to Drata compliance, policy, control, test, workspace, and risk data through MCP.

#grc#compliance#risk

drawio

#diagramming#flowcharts#visual-documentation

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

dynatrace

#observability#dql#troubleshooting

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

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

#elasticsearch#enterprise-search#agent-tools

elevenlabs

#audio#voice-ai#transcription

Connect AI agents to ElevenLabs audio generation, transcription, voice design, and conversational AI tools through MCP.

endor-labs

#sca#vulnerabilities#secrets

Connect AI coding agents to Endor Labs for dependency vulnerability checks, malware and risk analysis, secret detection, security scans, and Enterprise code review through MCP.

env0

#infrastructure#terraform#devops

Connect AI agents to env0 so they can inspect, deploy, approve, and troubleshoot infrastructure environments through MCP.

exa

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.

#web-search#code-search#page-fetching

excalidraw

#diagramming#whiteboarding#visual-explanations

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

fal

#generative-media#image-generation#video-generation

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-to-code#design-systems#figjam

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

firecrawl

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

#web-scraping#web-search#data-extraction

firehydrant

#incidents#alerts#retrospectives

Connect AI agents to FireHydrant incidents, alerts, and retrospectives through MCP.

flagsmith

#feature-flags#releases#experimentation

Connect AI agents to Flagsmith so they can manage feature flags, segments, release pipelines, and approval workflows through MCP.

fly-io

#app-deployment#virtual-machines#edge-infrastructure

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

fmp

#market-data#stocks#fundamentals

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

fourthwall

#product-design#merchandise#print-on-demand

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

#website-design#framer#design-automation

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

gitguardian

#secrets#security#remediation

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

github

#repositories#pull-requests#devops

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

gitlab

#merge-requests#issue-tracking#devops

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

glean

Connect AI agents to Glean's permission-aware enterprise knowledge graph through MCP.

#enterprise-search#knowledge#oauth

gocardless

#payments#bank-debits#integrations

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

godaddy

#domains#naming#availability

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

#cloud-architecture#infrastructure-design#application-templates

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

google-threat-intelligence

#threat-intelligence#virustotal#ioc-analysis

Connect AI agents to Google Threat Intelligence and VirusTotal threat data through MCP.

grafana

#observability#dashboards#monitoring

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

graphlit

Connect AI agents to Graphlit projects for ingestion, retrieval, RAG, web crawling, and knowledge-base operations through MCP.

#rag#ingestion#knowledge

hashicorp-vault

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

#secrets#pki#security

heroku

#app-platform#dynos#deployment

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

honeycomb

#observability#telemetry#incident-response

Connect AI agents to Honeycomb observability data through the hosted MCP server.

hubspot

Connect MCP-compatible AI agents to HubSpot CRM data through HubSpot's hosted MCP server.

#crm#sales#marketing

hugging-face

#machine-learning#model-hub#ai-apps

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

hyperbrowser

#web-scraping#browser#extraction

Connect AI agents to Hyperbrowser for web scraping, structured extraction, crawling, search, and browser-agent automation through MCP.

iconify-mcp-server

#icons#vector-assets#frontend-ui

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.

idira-sca

#aws-access#identity-security#just-in-time

Connect AI agents to Idira Secure Cloud Access for temporary AWS access elevation through MCP.

incident-io

#incidents#on-call#response

Connect AI agents to incident.io incident, alert, escalation, and on-call data through MCP.

infisical

#secrets#identity#security

Connect AI agents to Infisical secrets, projects, environments, and folders through MCP.

influxdb3

#timeseries#database#observability

Connect AI agents to InfluxDB 3 to query, write, inspect, and manage time-series data through MCP.

intercom

communication

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

#customer-support#conversations#knowledge-base

ionos-cloud

#cloud-infrastructure#cost-analysis#security-auditing

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

jenkins

Connect AI agents to Jenkins jobs, builds, queues, logs, and instance status through MCP.

#ci-cd#jenkins#builds

jetbrains

#ide#code-analysis#debugging

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.

jina-ai-remote

Connect AI agents to Jina AI Reader, Search, Embeddings, and Reranker APIs through MCP.

#search#reader#reranking

jotform

#forms#submissions#surveys

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

kagi

Connect AI agents to Kagi Search and page extraction through MCP.

#search#extraction#privacy

keboola

#data-pipelines#sql#orchestration

Connect AI agents to Keboola projects to query data, manage transformations, and operate data workflows through MCP.

kong-konnect

#api-gateway#konnect#analytics

Connect AI agents to Kong Konnect for API gateway management, analytics, debugging, and documentation search through MCP.

langfuse

#llm-observability#prompts#evaluations

Connect AI agents to Langfuse project data, prompts, datasets, evaluations, metrics, and documentation through MCP.

langsmith

#observability#tracing#evaluation

Connect AI agents to LangSmith traces, prompts, datasets, experiments, and usage through MCP.

launchdarkly

#feature-flags#release-management#observability

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

linear

#issue-tracking#project-management#roadmaps

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

lottiefiles-creator

#motion-design#lottie-animation#animation-editing

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

lovable

#app-development#code-generation#deployment

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

lunacy

#design-context#design-systems#developer-handoff

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.

#scenarios#automation#workflows

markitdown

#markdown#documents#conversion

Convert files, documents, media metadata, and web-accessible content to Markdown through Microsoft MarkItDown MCP.

meilisearch

Connect AI agents to Meilisearch indexes, documents, settings, keys, tasks, and search through MCP.

#search#indexes#documents

mend

Connect AI coding agents to Mend for SAST and SCA security checks through MCP.

#appsec#sca#sast

microsoft-clarity

#analytics#session-recordings#web-insights

Connect AI agents to Microsoft Clarity analytics and session-recording data through MCP.

microsoft-learn

#documentation#microsoft#code-search

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

microsoft-sentinel

#siem#threat-hunting#incident-triage

Connect AI agents to Microsoft Sentinel security data and incident workflows through MCP.

milvus

#vector-database#semantic-search#embeddings

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

minimax

#image-generation#video-generation#voice-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

#whiteboarding#diagrams#visual-collaboration

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

monday

#work-management#project-tracking#crm

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

mongodb

#document-database#atlas#vector-search

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

motherduck

Connect AI agents to MotherDuck and DuckDB analytics through MCP.

#analytics#duckdb#sql

n8n

#workflow-automation#data-tables#integration-platform

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

neo4j

Connect AI agents to Neo4j graph databases through MCP for schema discovery and Cypher-based data access.

#graph#cypher#database

neon

#postgres#database-branching#sql

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

netdata

#observability#monitoring#metrics

Connect AI agents to Netdata metrics, alerts, logs, and anomaly data through MCP.

netlify

#app-deployment#web-hosting#developer-platform

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

new-relic

#observability#monitoring#incident-response

Connect AI agents to New Relic observability data through MCP.

notion

#knowledge-management#workspace-search#content-creation

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

okta

#identity#iam#administration

Connect AI agents to Okta org administration APIs through a scoped, auditable MCP server.

opensearch

Connect AI agents to OpenSearch clusters through MCP for search, mappings, health checks, and index exploration.

#search#opensearch#observability

opslevel

#catalog#devportal#ownership

Connect AI agents to OpsLevel service-catalog and developer-portal data through MCP.

oracle-oci-cloud-guard

#oci#cloud-guard#security

Connect AI agents to Oracle Cloud Guard problems through Oracle's MCP server.

oxylabs

Connect AI agents to Oxylabs Web Scraper API and AI Studio tools through MCP.

#scraping#web-data#ai-search

pagerduty

#incident-response#on-call#operations

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

pangea

#threat-intel#redaction#audit-logs

Connect AI agents to Pangea security APIs for threat intelligence, redaction, audit logging, and secrets workflows.

panther

#secops#detections#alerts

Connect AI agents to Panther security operations data, detections, alerts, and log queries through MCP.

paper-design

#design-files#design-to-code#developer-handoff

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

#payments#invoicing#merchant-tools

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

penpot

#design-systems#ui-design#design-to-code

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

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

#web-search#research#reasoning

picsart-creative-apis

#image-editing#creative-automation#visual-assets

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

#vector-database#semantic-search#rag

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

pipedream

#integrations#oauth#automation

Connect AI agents to thousands of app APIs and prebuilt actions through Pipedream MCP.

planetscale

#databases#sql#observability

Connect AI agents to PlanetScale organizations, databases, branches, schemas, and Insights through a hosted OAuth MCP server.

playwright

#browser-automation#web-testing#accessibility

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

port

#catalog#scorecards#workflows

Connect AI agents to Port through MCP to query your software catalog, inspect scorecards, and run governed workflows.

posthog

#analytics#feature-flags#observability

Connect AI agents to PostHog through MCP to query analytics, manage feature flags, inspect errors, and operate product data from supported AI clients.

postman

#api-development#collections#workspaces

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

prefect

#workflows#orchestration#observability

Connect AI agents to Prefect workflows, deployments, flow runs, task runs, logs, work pools, and current documentation through MCP.

prisma

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

#postgres#orm#migrations

prowler

#cloud-security#compliance#findings

Connect AI assistants to Prowler Cloud, Prowler App, Prowler Hub, and Prowler documentation through MCP.

pulumi

#iac#cloud#infrastructure

Connect AI agents to Pulumi Cloud resources, registry data, and Neo automation through MCP.

pydantic-logfire

#observability#telemetry#debugging

Connect AI agents to Pydantic Logfire telemetry through MCP for logs, traces, metrics, and diagnostic queries.

qdrant

#vector-search#semantic-memory#retrieval

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

railway

#app-deployment#cloud-infrastructure#developer-platform

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

raygun

#observability#errors#monitoring

Connect AI agents to Raygun crash reporting and real user monitoring data through MCP.

recall-ai

#meetings#bots#observability

Connect AI agents to Recall.ai workspaces, bots, calendars, logs, and documentation through MCP.

recraft

#image-generation#vector-design#creative-editing

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

redis

Connect AI agents to Redis so they can read, write, query, and manage Redis data through MCP.

#redis#cache#database

render

#app-hosting#deployments#observability

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

replicate

#image-generation#video-generation#model-discovery

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

reportportal

Connect AI agents to ReportPortal test results and TMS data through MCP.

#testing#qa#reporting

riza

#code-execution#sandbox#mcp

Connect AI agents to Riza's secure Code Interpreter through MCP.

sanity

#content-management#groq#structured-content

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

semgrep

#security#static-analysis#sast

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

sentinelone-purple-ai

#sentinelone#threats#investigation

Connect AI agents to SentinelOne Purple AI and read-only security investigation data through MCP.

sentry

#error-tracking#debugging#observability

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

shodan

#internet-intelligence#asset-discovery#vulnerabilities

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

shopify

#commerce#api-schemas#storefront

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

#commerce#api-schemas#documentation

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

shortio

#links#analytics#url-shortening

Connect AI agents to Short.io through MCP to create branded short links and retrieve link analytics.

singlestore

Connect AI agents to SingleStore Helios databases, notebooks, jobs, and workspace metadata through MCP.

#database#sql#helios

sketch

#interface-design#design-automation#design-to-code

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.

#workspace-search#messaging#canvases

snowflake-managed

#snowflake#analytics#cortex

Connect AI agents to governed Snowflake data and Cortex tools through Snowflake-managed MCP.

snyk

#security#vulnerability-scanning#code-analysis

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

socket

#dependencies#supply-chain#vulnerabilities

Connect AI agents to Socket for dependency security, vulnerability, supply-chain, quality, maintenance, and license scores across package ecosystems through MCP.

sonarqube

#code-quality#security#static-analysis

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

sonatype

#dependencies#sca#security

Connect AI agents to Sonatype Guide for dependency security, license, version, and upgrade intelligence through MCP.

splunk

#observability#search#operations

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

#payments#merchant-tools#commerce

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

stackhawk

#dast#vulnerability-testing#application-security

Connect AI agents to StackHawk DAST workflows for scan setup, validation, scanning, and vulnerability triage.

stripe

#payments#billing#subscriptions

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

strongdm-mcp-gateway

#access-control#mcp-gateway#audit

Proxy MCP servers through StrongDM for governed, auditable AI agent access.

subframe

#ui-design#design-systems#design-to-code

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

#postgres#backend#database-tools

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

tailscale-aperture

#tailscale#mcp-proxy#access-control

Expose MCP tools to AI agents through Tailscale Aperture with identity-based access control.

tavily

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

#web-search#extraction#crawling

teleport-mcp-access

#zero-trust#identity#mcp-access

Secure AI-agent access to MCP servers and Teleport resources through Teleport identity, RBAC, and auditing.

temporal

#workflow-orchestration#documentation#durable-execution

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

terraform

#infrastructure-as-code#terraform-registry#workspace-management

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

tiger-cli

#postgres#timescaledb#cloud

Connect AI agents to Tiger Cloud database services through Tiger CLI's built-in MCP server.

tiger-skills-mcp-server

Expose reusable AI agent skills to MCP-compatible clients through Tiger Data's Tiger Skills MCP server.

#skills#agents#mcp

tines

#automation#workflows#security-operations

Expose Tines stories, templates, and custom workflow tools to MCP-compatible AI clients.

tinybird

Connect AI agents to Tinybird workspaces to query analytics data and use published endpoints as MCP tools.

#analytics#sql#endpoints

todoist

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.

#tasks#projects#planning

trigger-dev

#background-jobs#tasks#deployments

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

turso

Connect AI agents to Turso databases through the built-in MCP mode in the Turso CLI.

#sqlite#sql#database

twilio

#communications-apis#api-schemas#developer-docs

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

upstash

#redis#workflows#serverless

Connect AI agents to Upstash so they can inspect, manage, and debug Redis, QStash, Workflow, and Box resources through MCP.

vanta

Connect AI agents to Vanta compliance, risk, control, and test data through MCP.

#compliance#grc#risk

vercel

#deployments#runtime-logs#cloud-platform

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

weaviate

#vector-database#hybrid-search#documentation

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

webflow

#web-design#visual-development#cms

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

wiz

#cloud-security#risk-management#threat-detection

Connect AI agents to Wiz cloud security context for inventory, configuration, issue, threat, and risk investigation workflows through MCP.

zapier

#automation#workflows#apps

Connect AI agents to Zapier MCP so they can run configured actions across thousands of apps.

zscaler-mcp-server