10ML Perfume Finder — Public read-only MCP server for perfume search and discovery: find perfumes by name, house, note or mood, get notes and prices, find similar originals and dupes of famous scents, see trending perfumes. Live catalogue of 1,100+ original perfumes. No sign-up, no API key.

1Password — Manage 1Password vaults, items, and secrets from AI agents via the Model Context Protocol.

21st.dev Magic — Create crafted UI components inspired by the best design engineers. AI-powered component generation.

4everland — Decentralized deployment to IPFS and blockchain networks. Web3 hosting.

Ably — Publish and subscribe to Ably realtime channels for pub/sub messaging from AI agents.

AcqPath — Signed source-rights evidence for RAG, AI input, indexing, training and search. Observes supported machine-readable rights/TDM declarations and returns signed timestamped evidence.

Adfin — All-in-one payment platform — invoicing, accounting reconciliations, and cash flow.

Ads Lighthouse MCP — Hosted MCP server for brand and PPC teams. It gives authorized clients access to Ads Lighthouse paid-search monitoring data, including advertisers, ad copy, destination links and saved observations for selected Google and Bing brand searches. Uses OAuth; setup and endpoint documentation: https://adslighthouse.com/mcp

Agent Auto Log (Agentalog) — Catalog of MCP servers, agent skills and A2A agents with security checks, tool lists and change alerts; generates Claude Code allowlists. Remote endpoint https://agentalog.com/mcp (streamable HTTP, no auth, free).

agent qa — Self improving QA agent for software teams

AgentCloud — Gives cloud coding agents 28 tools to build, install, drive, inspect, log, screenshot, and record iOS apps in disposable hosted Simulators over an OAuth-enabled remote MCP endpoint.

AgentQL — Enable AI agents to get structured data from unstructured web pages using natural language queries.

AgentRPC — Connect to any function, any language, across network boundaries. Universal RPC for AI agents.

agentstack — use agentstack's tools remotely over a hosted MCP endpoint — no local install. 1 tools, http transport. Audited by CheckMCP: 94/100 (A).

Agile Luminary — Send user stories straight to your IDE. Simplified agile project management.

AIHOT MCP — Official remote MCP service for Chinese AI news, keyword searches, story timelines and daily, weekly and monthly reports. Eight read-only tools over Streamable HTTP; anonymous access, no API key. Endpoint: https://aihot.news/api/mcp . Official setup guide: https://aihot.news/agent?tab=mcp . Example Claude Code command documented by the maintainer: claude mcp add --transport http aihot https://aihot.news/api/mcp . Public source: https://github.com/KKKKhazix/AIHOT . This is the first-party hosted service, not a third-party wrapper. Your reviewers should verify the client configuration under your normal process; this submission is not a certification of every editor. Personal noncommercial, nonprofit noncommercial and internal organizational use is free; external commercial use requires written permission under https://aihot.news/terms . Third-party articles retain their own rights. Submitted by an AI assistant on the maintainer’s behalf; inclusion remains your editorial decision.

Airtable — Read and write data to Airtable bases

Aiven — Navigate Aiven projects and interact with PostgreSQL, Kafka, ClickHouse, and other managed services.

ALAPI — Call hundreds of API interfaces via MCP. Chinese API marketplace integration.

Alby Bitcoin — Connect Bitcoin Lightning wallet to AI agents. Instant micropayments and wallet management.

Algolia — Search Algolia indexes and manage records with instant, typo-tolerant queries from agents.

Alishahi Insurance Quote Requests — Hosted remote MCP server (streamable HTTP, no auth) at https://alishahiinsurance.com/mcp that lets an AI assistant start an insurance quote request with Alishahi Insurance (home, auto, renters, umbrella, life, and commercial lines) for buyers in all 50 US states. Docs: https://alishahiinsurance.com/ai-assistants

AllVoiceLab — AI voice toolkit — TTS, voice cloning, video translation, and dubbing.

Alpha Vantage — Access financial market data — stocks, forex, crypto. Real-time and historical pricing.

Amplitude — Query Amplitude product analytics, cohorts, and funnels from AI-powered workflows.

Ansible — Infrastructure automation and config management

Anthropic — Call Anthropic Claude models, manage messages and batches from any MCP-compatible agent.

AntiBrow MCP Server — A local MCP server for browser automation with persistent profiles. An agent can launch a named profile, navigate, click, fill forms and screenshot while the profile keeps its identity across sessions, with per-profile proxy settings. The TypeScript and Python SDKs are MIT-licensed and return Playwright objects; the browser engine is downloaded separately and is not open source, and an AntiBrow API key is required to run the server.

Apache Airflow — Trigger DAGs, inspect task runs, and manage Airflow workflows from any MCP client.

Apache Doris — MCP Server for Apache Doris, an MPP-based real-time data warehouse for large-scale analytics.

Apache Kafka — Produce and consume Kafka messages, inspect topics and consumer groups from AI agents.

Aperture Wallet Knowledge — Official no-auth Streamable HTTP server with 12 read-only tools for verified Aperture Wallet product facts, 25 mainnets, security, releases, app screens, and Journal articles. It cannot access wallet credentials, balances, signing, broadcasting, or user wallet state.

API.market MCP Gateway — Proprietary hosted API marketplace gateway with five tools for API discovery, execution, usage and subscriptions. Connect at https://api.market/api/mcp/gateway over Streamable HTTP using OAuth or an API key; an account is required and free tiers/paid plans vary by API.

Apify — Use 3,000+ pre-built cloud tools to extract data from websites, social media, and e-commerce platforms.

APIMatic — Validate OpenAPI specifications. Lint, score, and fix API definitions.

App Store MCP Server — An MCP server for searching the App Store, checking keyword rankings, analyzing competition, and tracking trends — powered by a native macOS binary for fast, direct access to App Store APIs.

appCrane — Self-hosted PaaS with an MCP control plane: your AI agent deploys, inspects and rolls back. SSO and audit included.

Archstone — A compiler for AI capabilities — tooling, not a hosted server. You describe what your business can do once, in business terms, and Archstone compiles it into tools an AI agent can discover and call: MCP today, other protocols as they arrive. `archstone init` drafts a manifest from an OpenAPI document and writes nothing unless it compiles. Open source, Apache-2.0.

Archstone — A compiler for AI capabilities — describe what your business does once, and Archstone generates the MCP server (and more). Zero manual integration.

Arcmira: YouTube Transcript Search — Hosted MCP for searching indexed YouTube transcripts for timestamped quotes, speaker appearances, mentions, sponsors and recommendations. Account required; free and paid plans, with Premium transcripts supporting speaker identification. Homepage: https://arcmira.com API docs: https://arcmira.com/docs MCP setup: https://arcmira.com/docs/mcp-server Hosted endpoint: https://mcp.arcmira.com/mcp

Argorant —

Aria Icons — 340k SVG icons — browser, CLI (writes source), and MCP for Cursor/Claude. Remote MCP: https://icons.leularia.com/api/mcp. Install: npx -y aria-icons

Armor Crypto — Interface with blockchains — staking, DeFi, swap, bridging across multiple networks.

Arvow — Arvow is an AI SEO platform for marketers and agencies. AI agents automate contextual backlinks, find and fix technical SEO issues, and research, write, publish, and schedule content that sounds like your brand. Trusted by 20,000+ marketers and agencies.

arXiv — Search and read academic papers

Ask Helena — Official source-cited public knowledge MCP for Helena Bioinformatics and its published products. Read-only, no authentication, and not a clinical interpretation service. Remote endpoint: https://api.helena.bio/ask/v1/mcp

AskGSC — AskGSC connects Google Search Console to ChatGPT, Claude and other MCP clients through a hosted, read-only MCP server. Analyze clicks, impressions, CTR and rankings; compare periods; segment data by query, page, country and device; and identify SEO opportunities. Remote endpoint: https://mcp.askgsc.app/mcp (Streamable HTTP, OAuth). Create an AskGSC account, authorize Google Search Console read-only access, then add the endpoint in your MCP client and complete OAuth. No local installation required. Website: https://askgsc.app

Astro Docs server — use Astro Docs server's tools remotely over a hosted MCP endpoint — no local install. 1 tools, http transport. Audited by CheckMCP: 83/100 (B).

Atla — State-of-the-art LLM evaluation through Atla API. Benchmark and compare models.

Atlan — Metadata capabilities from Atlan for data governance and cataloging.

Audiense Insights — Marketing insights and audience analysis. Understand your target demographics.

Audioscrape — Search 1M+ hours of podcasts with speaker identification. Audio content intelligence.

Auth0 — Manage Auth0 tenants, users, roles, and applications from AI agents via MCP.

Autoposting MCP — Create AI content and carousels, clip videos, and schedule/publish social posts. Public TypeScript stdio MCP: npm install -g @autoposting.ai/cli, set AUTOPOSTING_API_KEY, run ap mcp; paid Autoposting account required. Hosted OAuth alternative: https://app.autoposting.ai/mcp; setup https://docs.autoposting.ai/mcp/overview. Publishing requires connected social accounts.

AWS — Official AWS MCP for all AWS services

AWS Bedrock KB — Query Amazon Bedrock Knowledge Bases using natural language. RAG over your enterprise data.

AWS CDK — Get prescriptive CDK advice, explain CDK Nag rules, manage suppressions for infrastructure as code.

AWS CloudWatch — Query CloudWatch metrics, logs, and alarms to monitor AWS resources from AI agents.

AWS Documentation — Fetch, convert, and search AWS documentation pages. Always up-to-date AWS reference.

AWS S3 — S3 bucket browsing and file management

Axiom — Query and analyze logs, traces, and event data in Axiom. Real-time observability at any scale.

Azure — Microsoft Azure cloud platform — manage VMs, storage, functions, and AD via the Azure REST API.

Azure CLI — Execute Azure commands for cloud management

Azure DevOps — MCP server for Azure DevOps. Manage repos, pipelines, work items, and pull requests.

Bankless Onchain — Query onchain data — ERC20 tokens, transaction history, wallet balances across chains.

base2026 — Read-only, keyless MCP server for source-backed video research and evidence search from the Base2026 open-source catalog.

Baserow — Read and write access to Baserow tables. Open-source no-code database and Airtable alternative.

BeatDesign — BeatDesign is an open-source, local-first visual workspace and MCP server for AI image and video workflows. It exposes 29 tools for Projects, Assets, Canvas, generation, and browser-native timeline editing, letting Claude Code, Codex, Cursor, and other MCP-capable agents operate the same local project as the UI.

BigQuery — Run SQL queries and manage BigQuery datasets from AI agents with serverless scale.

Bitcoin — Bitcoin blockchain and transaction data

BKK Staff — Remote MCP server (Streamable HTTP, OAuth 2.1 + PKCE) for BKK Staff automated resume screening: list jobs, scan and review ranked applicants, search candidates, create/pause jobs and email applicants. Docs: https://app.bkkstaff.com/mcp

BlazePhoenix — Keyless, read-only MCP server for an on-chain DEX aggregator: prepare a swap quote to run on your own RPC, decode it with a safety verdict, and read deployments and ABIs.

Blender — 3D modeling and rendering via API

BlockVectra MCP — BlockVectra MCP is a hosted Model Context Protocol server for multi-chain EVM RPC, indexed Data API tools and documentation. Connect directly via Streamable HTTP at https://docs.blockvectra.com/mcp. Documentation, chain discovery, status, pricing and supported public RPC reads are keyless. Data API and account tools require your own BlockVectra API key; RPC access depends on each chain's public.methods policy. The MIT-licensed stdio package is a bridge to the hosted MCP server and requires Node.js 22+: npx --yes @blockvectra/mcp@0.1.0. A separate tool can broadcast an already signed transaction; never supply private keys. Setup documentation: https://docs.blockvectra.com/en/guides/mcp-server/

BotGathering — Remote MCP with agent-tested recipes (playbooks). Agents search, download, and report outcomes including failures so recipes improve. Free endpoint https://botgathering.com/mcp — register_bot gives an instant API key.

Box — Intelligent Content Management through Box AI. File management, collaboration, and content search.

BRAINIALL TTS MCP — Hosted Streamable HTTP TTS for AI agents: list voices, synthesize speech, and check service status. Supports 54 neural voices across 9 languages including Brazilian Portuguese. Requires a BRAINIALL API key; usage is metered at US$0.008 per 1,000 characters. Details: https://www.brainiall.com/pt-br/tools/text-to-speech?utm_source=mcpizy&utm_medium=directory&utm_campaign=goal_v2_c247

Brave Search — Web search via Brave Search API

Bright Data — Extract and interact with the web at scale. Automated access with proxy networks and SERP API.

Browserbase — Cloud browser automation for web scraping

BrowserMCP — Control your local Chrome browser directly

BrowserStack — Full power of BrowserStack's Test Platform for AI tools. Cross-browser and device testing.

Bucket — Feature flag management. Toggle features, manage company data, and control access.

Buckhead Energy Offer Request — Read Buckhead company information and contact details; prepare and send an inquiry for team review. Streamable HTTP endpoint: https://www.buckheadenergy.com/mcp/actions/v1 . Company lookup requires no code. Inquiries use an emailed temporary access code, a preview, and user confirmation before sending. Company information and inquiries only; no public-data tools, instant offers, or valuations.

Buildable — AI-powered development platform for managing tasks, projects, and deployments.

Buildkite — Manage Buildkite pipelines and builds. Monitor CI/CD status and trigger deployments.

CallHub — Manage contacts, phonebooks, agents, teams, and voice/SMS campaigns.

Campertunity — Search campgrounds worldwide and check real-time availability.

Carbon Voice — Connect AI agents to Carbon Voice platform for voice-based interactions.

CareClinic — CareClinic wellness MCP server for read-only wellness insights and scoped symptom and mood tracking through OAuth.

Celestio — Celestio works inside AI assistants such as ChatGPT, Claude and Grok through its MCP server (https://celestio.ai/mcp). An agent can calculate a free birth chart from a birth date and place (time optional) and get a personal AI-written reading, and compare two charts for relationship compatibility.

Chargebee — Connect AI agents to Chargebee subscription billing platform. Manage subscriptions and invoices.

Chart (AntV) — Generate visual charts using AntV visualization library. Data-driven chart creation.

Chatway — Hosted MCP server for Chatway live chat and customer support. Read conversations, messages and contacts; reply, resolve and assign chats; and manage notes and tags through scoped OAuth access. Streamable HTTP endpoint: https://mcp.chatway.app/mcp . MCP access is available on Free and paid plans, with plan-based conversation limits and feature availability. Claude Code setup: claude mcp add --transport http --scope user chatway "https://mcp.chatway.app/mcp" Complete the client OAuth sign-in flow. Official client instructions: https://developers.chatway.app/mcp/guides.mcp_connect_clients

Chroma — Embeddings, vector search, and document storage with Chroma AI database for RAG applications.

Chronulus AI — Predict anything with AI forecasting. Time series predictions, anomaly detection, and trend analysis.

CircleCI — Enable AI agents to fix build failures from CircleCI. Debug CI pipelines and analyze test results.

CLAIM — AI Agent Huddle — Hosted MCP coordination tools for agents and workers: renewable exclusive leases, capacity-limited semaphores and fencing tokens. Streamable HTTP endpoint: https://claim.aiagenthuddle.com/mcp. Self-service signup and a free plan; authenticate using your project API key. Five tools cover acquire, renew, release, status and wait. Clients must enforce fencing tokens in downstream systems; lease expiry does not stop an existing process. Official registry: io.github.londoncoding/claim. Documentation includes connection setup, examples and limitations.

Claude resets — Read-only MCP for announced Claude Code usage-limit resets, with Codex comparison. Not affiliated with Anthropic.

MCP Server Directory

619 servers · 100 loaded here · evidence shown only when checked

📦10ML Perfume FinderSearch & web

Public read-only MCP server for perfume search and discovery: find perfumes by name, house, note or mood, get notes and prices, find similar originals and dupes of famous scents, see trending perfumes. Live catalogue of 1,100+ original perfumes. No sign-up, no API key.

Install command not documented