Best MCP servers by category

Bitrise

Access mobile build and app workflows in Bitrise.

Currents

Bring Currents testing context into AI workflows.

GitHub

Work with GitHub repositories, issues, and pull requests.

Buildkite

Bring Buildkite pipeline and build context into AI workflows.

ConfigCat

Work with ConfigCat feature flags through MCP.

Copilot Studio

Connect to Microsoft Copilot Studio environments and agent building tools.

GrowthBook

Work with GrowthBook experiments and feature flags.

Next.js DevTools

Give coding agents development context for Next.js.

Playwright

Automate browser interactions with Playwright.

Allscreenshots

Capture website screenshots, inspect capture history and check Allscreenshots usage.

Azure DevOps

Work with Azure DevOps projects from coding agents.

ContextGate

Route AI apps through one MCP gateway connection with tool policies, PII redaction and audit logs.

EmpirioLabs AI

Access EmpirioLabs model operations, jobs and account information through its hosted MCP server.

FindUtils

Run utility transformations through FindUtils, with public tool discovery and API-key-controlled execution.

Hourtick

Work with Hourtick timers, projects, tasks and time reports through account-scoped tools.

LaunchDarkly

Connect AI workflows to LaunchDarkly feature management.

LiveContext

Build and run automation workflows and AI agents in LiveContext, read and write its data tables and call its API integrations.

Lordevo Shop

Run website, DNS, email and domain checks, including trust verdicts, AI-readiness scores and security headers, paid per call.

Neblex Integration Fabric

Build, test and run integrations, workflows and AI agents in Neblex Integration Fabric, and call published flows as tools.

Runx discovery

Discover Runx skills and inspect their execution contracts. Governed execution is separate from this public discovery server.

Veilus

List and launch Veilus browser profiles with their own fingerprints and proxies, drive running pages, and save, run and schedule Playwright scripts across profiles.

Context7

Retrieve library documentation for coding agents.

Airbyte knowledge

Search Airbyte documentation and related Airbyte product content to answer connector, sync and deployment questions.

Amplitude documentation

Search and retrieve public Amplitude documentation; this server cannot access your analytics account.

Apideck Docs

Search Apideck documentation, retrieve API operation requirements and read integration guides. Does not access customer systems.

Arize AX Docs

Search the Arize AX documentation, examples and API reference.

Auth0 Docs

Search the Auth0 documentation and return relevant passages with links.

Autodesk Product Help

List Autodesk products and releases and search Autodesk Help and Support articles in several languages.

Baseten docs

Search Baseten documentation and blog content.

BILL documentation

Search public BILL API documentation and prepare API requests. Includes an execute-request tool; this is not an authenticated BILL account connection.

Claude Platform Docs

Search and read the Claude Developer Platform documentation and API reference.

Cloudflare Agents SDK Documentation

Search the Cloudflare Agents SDK documentation.

Cloudflare Documentation

Search the Cloudflare developer documentation.

CockroachDB Docs

Answer questions from the CockroachDB documentation.

Deepgram docs

Query the Deepgram documentation for API, SDK and feature details.

Dropbox Dash

Search and read company content indexed by Dropbox Dash across its connected sources.

Google Developer Knowledge

Search and retrieve official Google developer documentation such as Firebase, Google Cloud, Android and Maps Platform.

Infisical documentation

Search the Infisical documentation and read individual pages.

Langfuse Docs

Search and read the Langfuse documentation.

Mapbox Docs

Search Mapbox documentation and fetch full documentation pages and reference resources.

Microsoft Learn

Search Microsoft Learn documentation and code samples and fetch full pages.

Mixpanel Documentation

Search and retrieve Mixpanel documentation topics.

n8n docs

Search and read the published n8n documentation.

NVIDIA CUDA

Look up NVIDIA CUDA documentation and code examples.

OpenAI Docs

Search and read OpenAI developer documentation.

Pinecone Assistant

Retrieve knowledge through Pinecone Assistant.

React Aria

List React Aria documentation pages and read component, hook and guide docs as markdown.

Red Hat product information

Look up Red Hat product lifecycle, version, operator and support status information.

Redis Docs

Search, fetch and ask questions over the Redis documentation.

Runpod docs

Search Runpod documentation, guides and code examples.

Strapi Docs

Answer questions from the Strapi documentation.

Superhuman Docs

Read, create and edit documents and tables in a Superhuman Docs (formerly Coda) workspace.

Temporal Knowledge Base

Answer questions from Temporal documentation and related knowledge sources.

Together AI docs

Search the Together AI documentation.

Twilio Docs

Search the Twilio documentation.

Weaviate Docs

Answer questions from Weaviate documentation, tutorials, API references and community content.

Webflow documentation

Search the Webflow developer documentation.

xmcp

Search and read the xmcp framework documentation from AI coding agents.

Aiven

Work with Aiven services through an MCP client.

Appwrite

Work with Appwrite backend resources from an AI assistant.

Neon

Work with Neon databases and management APIs.

Supabase

Work with Supabase projects through AI assistants.

ClickHouse

Connect AI assistants to ClickHouse data.

Couchbase

Connect agents to Couchbase and Capella data.

InfluxDB

Connect an AI assistant to InfluxDB 3.

MCP Toolbox for Databases

Connect agents to databases through Google’s MCP Toolbox.

MongoDB

Connect to MongoDB databases and Atlas resources.

MotherDuck

Query DuckDB and MotherDuck from an MCP client.

Power BI Modeling

Work with Power BI semantic models from AI agents.

QuestDB

Query QuestDB and work with its Web Console.

Redis

Manage and search Redis data from an AI workflow.

Upstash

Work with Upstash resources through its MCP server.

Bruin CLI

Use the local Bruin CLI to inspect data, query databases and build data pipelines through MCP.

Bruin Cloud

Inspect Bruin Cloud pipelines and runs and perform authorized cloud operations through MCP.

ChargingNear.me

Search US electric-vehicle charging stations and retrieve location and charging statistics.

Chroma

Query Chroma collections through a compatible assistant.

Cobblehop

Plan public transit trips in Massachusetts with live times and get the next departures at MBTA stations.

dbt

Access dbt project context and data workflows.

DokiTab Clinical & Healthcare Reference

Calculate weight-based pediatric doses for common antimalarials and antibiotics and Nigerian NHIA pharmacy co-pays, and look up Nigerian state health insurance requirements.

Elasticsearch

Use the Elastic Agent Builder MCP endpoint on supported Elastic versions.

Folklore

Classify supported germline variants under ACMG/AMP, resolve genes, and read gene profiles, disease associations and literature, for professional review.

IVFcost.co

Read US IVF self-pay clinic prices, cost estimates, state IVF insurance laws, open IVF grants and employer coverage, with cited sources.

LuckPanda tools

Create invoices, quotes, receipts and credit notes from supplied data using LuckPanda's public tools.

Milvus

Work with Milvus vector data through an AI assistant.

Neo4j

Connect agents to Neo4j graph databases.

NovAI Prices

Look up list prices for Chinese AI models, normalized per unit, and find the cheapest models by category.

Opa Haardhout

Find firewood sellers in the Netherlands by postcode, place, province or wood type, with seller price lists, reviews and price bands per wood type.

OpenSearch

Access OpenSearch capabilities through its MCP implementation.

OpenShopGraph

Look up source-dated online-shop information such as returns, shipping, payment methods and trust signals.

Park Graph

Search parking, inspect lot details and quotes, and work with authorized parking sessions.

Pinecone

Connect AI assistants to Pinecone projects.

PlanetScale

Work with PlanetScale through its documented MCP tools.

Prostitution Laws

Look up how countries regulate prostitution and sex work, including legal model, penalties, statutes and pending reforms, and compare countries.

Qdrant

Connect an MCP client to Qdrant vector storage.

Redis Cloud

Manage Redis Cloud resources through MCP.

SimpleVerifier

Verify email addresses with live SMTP mailbox checks, flag catch-all, disposable and role addresses, and check phone number format and type.

Snowflake

Use Snowflake’s official managed MCP server instead of the deprecated community repository.

Strong Saga Home Gym Gear Finder

Search home-gym equipment and read gear information through Strong Saga's tools.

Vergabeweiser

Search German public tenders, award results, contracting authorities and winning firms from open procurement notices, with links to each tender.

Weaviate

Use the MCP server built into supported Weaviate versions; the standalone server is deprecated.

Apify

Run web extraction and automation through Apify Actors.

Browserless

Automate browser tasks through Browserless.

Exa

Search the web and retrieve content with Exa.

Firecrawl

Search, crawl, and extract content from websites.

Oxylabs

Connect agents to Oxylabs web data services.

Parallel Task

Connect to Parallel’s task-oriented research service.

SerpApi

Retrieve search engine results through SerpApi.

Brave Search

Search the web using Brave’s search APIs.

Bright Data

Give agents access to Bright Data’s web data tools.

Perplexity

Access Perplexity’s API platform from an MCP client.

ScrapeGraphAI

Extract website information through ScrapeGraphAI.

Tavily

Search, extract, map, and crawl web information.

DataForSEO

Use DataForSEO’s search and marketing data APIs.

Desearch

Search the web, X, Reddit, Hacker News, Wikipedia and arXiv, extract pages and get AI answers with sources.

GetYouTubeTranscript

Read YouTube video transcripts and caption languages, search YouTube, and list channel uploads, Shorts, live streams and playlists; all tools are read-only.

Jina AI

Access Jina AI’s hosted MCP capabilities for web information.

LurkAPI

Pull public posts, profiles, comments and video transcripts from social platforms, plus ad library results from Meta, Google, TikTok and LinkedIn.

Parallel Search

Search the web and fetch pages through Parallel.

SearchAPI

Use SearchAPI’s search capabilities from AI assistants.

String Web Access

Search the web, fetch pages as Markdown and crawl a site's URLs, including JavaScript-heavy pages, through String's Web Access API.

WeJob

Search public Swiss job listings, training programs and companies on WeJob; read-only.

Apideck

Connect agents to Apideck’s unified business APIs.

Atlassian

Connect AI assistants to Atlassian work and collaboration tools.

Fathom

Connect AI assistants to Fathom meeting recordings, transcripts, and summaries.

Linear

Find and update Linear issues, projects, and comments.

monday.com

Connect agents to monday.com work and structured data.

Notion

Connect AI assistants to Notion workspace content.

Zapier

Connect AI assistants to app workflows through Zapier MCP.

Zoom Workspace

Retrieve meeting and collaboration context from Zoom.

Alto

Upload finished product demo videos to Alto, share a link per viewer and see who watched.

Asana

Bring Asana work and project context into AI workflows.

BasePic

Upload, edit and share images through BasePic MCP tools.

CallMeMCP

Let an AI agent phone you when it is blocked or finished, read its question aloud and return your spoken answer as text, or text you and wait for a reply.

CallNode

Read call and message history, send texts and picture messages, reach Phone Book contacts by name, and place calls run by the CallNode voice agent from the numbers you allow.

Cedric

Work with Cedric, an AI assistant for Slack, Telegram and Discord teams: team memory, channels and messages, meetings, files, scheduling, workflows and connected apps, acting as the signed-in person.

ClosedLoop AI

Search product insights drawn from customer conversations, support tickets and CRM context, inspect the supporting evidence and prepare product, sales and customer success briefs.

CorpusIQ

Ask read-only, source-cited questions across connected business systems such as QuickBooks, Stripe, Shopify, HubSpot, Google Analytics and Gmail.

Date Calculator

Count days between dates, add or subtract dates and look up public holidays by country.

didlogic

Manage didlogic phone numbers, SIP accounts, call routing, SMS, calls and billing.

Dynamic Document API

List templates and render PDFs, images and e-invoices through Dynamic Document API.

Fax for Agents

Send and receive faxes from an AI agent: upload a document, get a quote, send it and read received faxes.

GetMattered

Find job matches, tailor a resume for each role, apply through the employer's own hiring system once approved, and track application receipts.

HandlePilot

Analyze Instagram content performance in a niche, plan posts and draft hooks, scripts and captions for a connected HandlePilot account.

Ink Studio AI

Generate tattoo designs and browse styles and gallery items through the local Ink Studio AI MCP server.

LeadMarina

Search US local businesses by niche and city, get checked emails, phone numbers and owner names, and export leads to Close, GoHighLevel or Google Sheets.

mails0

Give an agent an email inbox: create a temporary receive-only mailbox, read and search messages and extract verification codes; a claimed mailbox can also send.

Make

Expose Make automation scenarios as callable tools.

Nitrosend

Manage email campaigns, automation flows, contacts and analytics through Nitrosend.

OpenFile

Check business names, price filings and prepare US LLC, corporation and trademark filings; the owner reviews and signs each one.

Ovaideu

Use connected advertising accounts for campaign operations and reporting through Ovaideu.

Owndy

Look up and add the things you own in Owndy, with prices, receipts, warranties, serial numbers and totals.

Pageree

Publish landing pages, capture form submissions, deliver leads and read section-level analytics.

Pelaris

Read today's training session, log workouts, check progress and benchmarks, record injuries and adjust a Pelaris training plan.

Reclip

Create and process video, image and audio jobs using Reclip media tools.

Resend

Send email and interact with Resend from an assistant.

Sendpaper

Create postcards and letters, including USPS Certified Mail, to US addresses; a person reviews and pays for every piece before it is printed and mailed.

SoftSync

Search and update companies, contacts and deals in SoftSync AI CRM, read emails and meeting summaries, book meetings, send email templates and set reminders.

Teamwork.com

Bring Teamwork.com project context into AI workflows.

Trengo

Connect a Trengo inbox to an MCP-compatible assistant to work with conversations, contacts, AI agents, journeys and reports using the signed-in user’s permissions.

Twilio

Expose Twilio API capabilities to compatible agents.

Vellm

Create videos using a Vellm account from an MCP-compatible assistant.

Video Dept. AI

Plan a corporate or event video with Video Dept., a Fort Lauderdale studio: see posted prices, draft a script, send a brief and book a call.

Vercel

Bring Vercel projects and deployment context into coding workflows.

Azure

Access Azure services through Microsoft’s MCP implementation.

LocalStack

Bring LocalStack development environments into agent workflows.

Terraform

Discover Terraform providers, modules, and infrastructure resources.

Accsly VPS

Search and compare hosting offers through the Accsly read-only catalog. Results link to the publisher's comparison pages.

Alibaba Cloud

Manage Alibaba Cloud operations from an AI workflow.

Back4app

Deploy containerized web apps, websites, APIs and backends to Back4app and get a live HTTPS address.

Cloudflare API

Access Cloudflare APIs through its hosted MCP server.

Docker Hub

Explore Docker Hub repositories and container images.

Figma

Bring design context from Figma into coding workflows.

Wix

Connect AI tools to Wix’s hosted MCP server.

AppScreen

Create and edit App Store and Google Play screenshot projects with device frames, captions and backgrounds, and export them at store sizes.

Canva

Work with Canva designs through an AI assistant.

Contentful

Manage Contentful content through its Management API.

ImageSVG

Convert generated or attached images to SVG inside ChatGPT; best suited to logos, icons and flat illustrations.

Liveblocks

Work with Liveblocks collaboration resources through MCP.

MyDesigns

Create AI designs, turn them into print-on-demand products with mockups and publish to Shopify, WooCommerce, TikTok Shop and MyDesigns Stores.

Paste Page

Create and manage one-page websites from an AI agent.

Svg/icons

Search SVG icons and icon sets on svgicons.com, read metadata and get UI icon recommendations; signed-in accounts can fetch raw SVG, PNG exports and saved collections.

Webflow

Work with websites through the Webflow Data API.

New Relic

Bring New Relic observability context into AI workflows.

Opik

Work with Opik traces, scores, and prompts.

Rootly

Bring Rootly incident management into AI workflows.

Sentry

Investigate errors and application context through Sentry.

AgentSEO

Run SEO research for AI agents: search results pages, keyword research, backlinks, rank tracking, content planning and site audits.

ChatSEO

Audit a site with its Google Search Console data, find quick SEO wins, and write and publish content to WordPress.

Grafana

Explore Grafana observability resources from an assistant.

Langfuse

Access and manage prompts stored in Langfuse.

LogBrew

Inspect LogBrew logs, telemetry and issues within the projects authorized for the connection.

Logfire

Query Logfire telemetry through its hosted MCP server; the previous local package is archived.

MCP Ads

Audit, report on and change Google Ads, Meta Ads, TikTok Ads and LinkedIn Ads campaigns, with GA4 and Search Console data; every write action waits for approval.

Measure

Ask about crashes, ANRs, errors, sessions and traces from Measure, the open source mobile app monitoring tool.

Microsoft Clarity

Access Microsoft Clarity analytics through MCP.

Pangolinfo VOC Insight

Analyze voice-of-customer data for a brand, such as product reviews, with sentiment and theme insights and AI follow-up analysis.

PerfDelta

Run PageSpeed scans and read scores, Core Web Vitals and history for tracked sites and projects.

ShareOfAsk

Read AI visibility data from a ShareOfAsk workspace: brand mentions, competitors, tracked questions, cited sources and visibility metrics across AI assistants.

wordradar

Read keyword research data for indie builders: a ledger of newly seen keywords, a radar of new sites from Hacker News, and SERP difficulty.

Microsoft Entra

Query Microsoft Entra context through Microsoft Graph.

Microsoft Sentinel

Explore security data with Microsoft Sentinel.

Snyk

Bring Snyk security capabilities into coding workflows.

SonarQube

Check code quality and security through SonarQube.

anon.li

Manage anon.li email aliases, recipients, end-to-end encrypted file drops and encrypted forms.

Arsen

Build and launch phishing, voice phishing and deepfake simulation campaigns with approval, and ask about results such as click, compromise and reporting rates across teams and client organizations.

Bewary

Check links, domains, phone numbers, email addresses, crypto wallets, IBANs and payment handles for scams before an agent acts, with verdicts and reason codes.

Fairquery Agent Trust

Redact personal data and secrets, check email addresses, screen names against sanctions lists and look up OSV vulnerabilities from an AI agent.

Panther

Investigate security alerts and work with detections and logs.

Sentrint

Scan a code repository for security issues from a coding agent: start scans, check status, read findings and get a fix prompt for leaked secrets, missing row-level security, injection flaws and vulnerable dependencies.

Vault

Connect an AI workflow to HashiCorp Vault’s MCP implementation.

Alchemy

Access Alchemy blockchain APIs through its hosted MCP server; the local package is retired.

Stripe

Connect AI workflows to Stripe’s payment and business tools.

PayPal

Interact with PayPal services through its API tools.

Coinbase Payments MCP

Give agents a USDC wallet to discover and pay for x402 services with spending limits.

CryptoKeyhole

Read CryptoKeyhole's public on-chain and market metrics for Bitcoin, Ethereum and other coins, with on-chain series computed from its own full nodes.

P0 Agent Economy Index

Search an index of x402 paid APIs by task, screen a wallet or name against sanctions lists, and look up wallet balances, token risk, SEC filings and news.

SnapEX Pay

Create crypto invoices and hosted payment pages, receive deposits, hold a USDT balance and send crypto payouts; an agent can open a merchant account through the tools.

Square

Interact with Square’s APIs from MCP clients.

XGR MCP Gateway

Read public XGRChain and XDaLa process information and explorer evidence, and prepare on-chain actions for the user to review and sign in their own wallet.

AllInvestView

Read portfolio holdings, dividends and tax information and manage supported portfolio actions.

BankBridge

Read connected bank balances and transactions through BankBridge. Tools do not move funds or place trades.

Compound Mint Money Calculator

Run educational money calculations: compound interest, rule of 72, FIRE and Coast FIRE, 401(k) match, debt payoff, savings goals and holiday budgets.

Crypto Data API

Read crypto prices, funding rates, open interest, liquidations, spot ETF flows, a volatility index and market regime data.

Danske Bank

Pilot letting selected corporate customers view their Premium API data in AI agents.

FxSocket

Read MetaTrader 4 and MetaTrader 5 balances, positions, trade history, quotes and candles. This MCP does not execute trades.

Grasshopper Bank

Read-only access to business account balances and transactions from Claude or ChatGPT.

Griffin

Open accounts, make payments and review transactions in the Griffin sandbox.

Husk

Ask questions about Husk spend, subscriptions, invoices, burn rate, AI spend and missing receipts in plain language, answered from live Husk data.

IBANforge

Validate IBANs and check the bank behind them before a payment.

Meow

Check balances and transactions, issue cards and draft payments for human approval.

Mercury

Query accounts and transactions and request payments that need approval in Mercury.

Mortgage Tools by Jenny

Run Canadian mortgage calculations: compare renewal offers, model extra payments, weigh breaking a mortgage against staying, and test debt consolidation.

Nymbus

Core banking MCP server for Nymbus platform institutions: customer lookup, accounts and money movement.

PredixLab

Query daily US stock signals, market summaries, screeners and options analysis through read-only tools; it cannot place trades or change an account.

PreReason

Get prepared market briefings for an AI agent on company results, Treasury yields, Federal Reserve decisions, currencies and commodities, with figures, dates, sources and confidence scores.

Singular Signal

Build rule-based trading strategies, backtest them on historical one-minute data and get scores and alerts. Backtest results are hypothetical, not investment advice.

Slash

Call the Slash API from an agent to manage cards, payments, accounts and transactions.

Hugging Face

Explore Hugging Face resources through MCP.

afk.ai Auto-Rig

Auto-rig 3D models and turn images into rigged characters through afk.ai, with local tools to inspect, render and fix rigs.

AIVideo.day

Price and start 2D videos or 3D films from a written brief in an AIVideo.day account and read back the finished MP4, within per-call and daily spending limits.

Cartesia

Use Cartesia’s audio capabilities from MCP clients.

ClipTalk

Turn a prompt, script or product page into a short vertical video for TikTok, Instagram Reels and YouTube Shorts, with script, visuals, voiceover, captions and music.

Clipwright

Quote video-generation work, start authorized video jobs and retrieve completed outputs.

Clipy

Read Clipy screen recordings shared by link: summaries, key moments and transcripts.

GenFlick

Start and continue films, series and episodes in a GenFlick account, edit story documents, hand approved production tasks to GenFlick's studio agents and prepare social posts for approval.

PopNow

Create and edit media with PopNow and inspect jobs, available models and account balances.

ShortSync

Manage media and social-post workflows in connected ShortSync workspaces through MCP.

Transcribe.so

Transcribe a video, meeting, lecture or podcast from a link and get chapters, highlights, attributed quotes, subtitles and cited answers.

UberLLM

List models and prices, get quotes, generate and edit images, start video jobs and check an UberLLM balance.

Domain Search King

Generate domain-name candidates and check registration availability through live RDAP lookups.

Kranli

Read published Swiss building-permit applications by municipality and trade.

No Stairs Please

Search a directory of small and mid-size live music venues in the US and British Columbia by town, capacity and music nights, with booking contacts and stage details.

Sourcey

Search Sourcey software offers and agent-readiness research with their underlying source evidence.

Brandefense

Investigate incidents and retrieve threat intelligence through Brandefense.

SignOps

Send push notifications, manage devices and topics, and request phone-based login approvals, passkey and authenticator checks for SignOps users.

Skycloak

Manage Skycloak identity-as-a-service clusters, realms, users and SSO clients.

Points or Cash

Compare bank-point transfer options, estimate award value against cash prices, check typical award charts and find airport lounges. Tools are read-only; award space is not live.