Drive real robots from an AI assistant. Bridges MCP clients to ROS 1 and ROS 2 through rosbridge — publish topics, call services, send action goals and read sensors with no change to robot code.
MCP Servers
60 Model Context Protocol servers that extend what your AI agent can reach.
Browse all MCP servers
Self-hosted documentation retrieval for coding agents — index any library's docs from the web, GitHub, npm, PyPI or local files and query them by exact version. An open-source Context7 alternative.
Vulnerability triage for AI agents: 28 security tools across 24 free intelligence sources — NVD, EPSS, CISA KEV, MITRE ATT&CK, Shodan and VirusTotal — behind a single triage_cve call.
Retool's official MCP server: query resources, audit user access and manage org membership from an agent, over your own Retool instance with OAuth 2.0.
Cloudsmith's official MCP server, built into its CLI: manage artifact repositories, packages and policies through an agent, with write operations off by default.
Cal.com's official MCP server: book, reschedule and cancel meetings, manage event types and schedules, and query real availability from a chat client.
Coveo's managed MCP server exposing enterprise search, fetch, passage retrieval and grounded generative answering over your indexed content.
Official Crawlbase MCP server giving agents live web access — fetch any URL as raw HTML, clean Markdown or a screenshot, with JS rendering and proxy rotation handled for you.
Splunk's own MCP server, hosted inside your Splunk deployment, letting agents write SPL from natural language and run searches under existing RBAC.
Self-hosted persistent memory for coding agents: hooks capture what you do, and an MCP server lets any agent recall it across sessions and across tools.
Local speech MCP server bundled with VoiceStudio — generate speech, clone a voice from reference audio, and transcribe in 646 languages, all on your own machine with no API key.
PortSwigger's official Burp Suite extension exposing proxy history, Repeater and scanning to AI agents over MCP.
Alpaca's official MCP server for trading stocks, options and crypto, plus market data and portfolio analysis, in plain language.
MathWorks' official MCP server: let Claude Code, Copilot or Codex run MATLAB code, lint it and execute unit tests on your local install.
Wix's official MCP server — search the Wix REST, SDK, Headless and Design System docs, then query and act on the sites in your Wix account.
Infobip's official MCP servers for omnichannel messaging — one endpoint per channel across SMS, WhatsApp, RCS, Viber, Email, Voice and mobile push, plus 2FA.
CoinMarketCap's official MCP server — real-time prices and market caps for 10,000+ cryptocurrencies, technical indicators, on-chain metrics and crypto news.
Bird's official MCP server for email, SMS, WhatsApp and voice — send and inspect messages, run OTP verification, and manage domains, senders and numbers.
Fly.io's MCP server, built into flyctl — provision and inspect Fly apps from an agent, with subcommands that also deploy and proxy other MCP servers onto Fly machines.
Axiom's official MCP server — query event data with APL, read dataset schemas, and create or edit dashboards, monitors and notifiers from an agent.
incident.io's official hosted MCP server — reach incidents, alerts, on-call schedules, the catalog and workflows from Claude, Cursor or any MCP client over OAuth.
Doppler's official MCP server — let an agent list projects, read and write secrets, manage configs and review activity logs, scoped by the token you give it.
Clerk's official remote MCP server feeds AI coding assistants verified Clerk SDK snippets and implementation patterns, so generated auth code matches the current API.
Built into Strapi 5.47+, this MCP server turns your own content types into agent-callable tools — CRUD, publish and draft control, scoped by Admin token permissions.
Inngest's official MCP servers for Cloud and the local Dev Server — inspect functions, replay runs, send test events and query Insights from a coding agent.
Trigger.dev's official MCP server — trigger and monitor background jobs, deploy to any environment, and query runs with TRQL from your coding agent.
Google's MCP server built into the Looker platform: agents query Explores and dashboards through Looker's governed semantic layer over OAuth 2.1, with no middleware to run.
Dagster Labs' official remote MCP server for Dagster+: inspect assets, runs, run logs and Insights metrics, and launch runs from an AI session.
Nulab's official MCP server for Backlog — let an agent read and write projects, issues, comments, milestones, wiki pages, Git repositories and pull requests through the Backlog API.
OpenAI's customer-run tunnel client: reach a localhost or private-network MCP server from ChatGPT, Codex, the Responses API and AgentKit without opening an inbound firewall rule.
Testing and evaluation workbench for MCP server authors — inspect tools and prompts, debug OAuth step by step, and score behaviour across 16 client configurations before shipping.
Appwrite's official MCP server exposes databases, users, teams, functions and storage as agent tools, over a hosted OAuth endpoint or a local stdio bridge.
Official MCP server for Arize Phoenix: read traces and spans, manage prompt versions, and run and inspect datasets and experiments from an AI assistant.
MCP: Glide MCP Server
by Glide
Glide's official remote MCP server for GlideOS — create projects, publish and roll back apps, query and modify app databases, run workflows, and read or write project files and backend code.
MCP: Teamwork.com MCP
by Teamwork.com
Teamwork.com's official MCP server for projects, tasks, time, Desk tickets, Spaces and Chat — with profile endpoints that trim the tool list to one role and an optional read-only mode.
MCP: Couchbase Guru
by Couchbase
Couchbase's documentation agent as a single MCP tool: ask a question about any Couchbase product, SDK or version and get an answer with source links. No cluster and no credentials.

MCP: Altmetric MCP Server
by Altmetric
Altmetric's official MCP server for research attention data — news, policy documents, patents and social mentions of a paper — over a hosted OAuth endpoint or locally with your own API keys.
MCP: SmartBear MCP
by SmartBear
SmartBear's official MCP server, putting BugSnag error monitoring, Reflect and QMetry test management, Zephyr, PactFlow contract testing and the Swagger API Hub behind one agent connection.
MCP: X Ads MCP
by X Corp.
X's official remote MCP server for advertisers — 23 tools to read campaign data, run analytics and create or activate campaigns from any MCP client.
MCP: Dynatrace Managed MCP Server
by Dynatrace
MCP server for self-hosted Dynatrace Managed deployments — problems, vulnerabilities, entities, SLOs, logs and metrics from one or many clusters, in stdio or remote mode.
MCP: Modern Treasury MCP Server
by Modern Treasury
Modern Treasury's official MCP server, built on Code Mode: the agent writes TypeScript against the payments SDK and runs it in a sandbox instead of calling one tool per endpoint.
MCP: Tiger MCP
by Timescale
Timescale's official MCP server, bundled with the Tiger CLI — manage Tiger Cloud Postgres services, inspect schemas and hypertables, and search the docs from an AI assistant.
MCP: Statsig
by Statsig
Statsig's official remote MCP server: 80+ tools for feature gates, experiments, dynamic configs, metrics and audit logs, with reads open and writes gated on key permissions.
MCP: Rootly
by Rootly
Rootly's official MCP server for incident management and on-call — declare and update incidents, page the right responder, and pull timelines and retrospectives into an agent session.
MCP: Prefect
by Prefect
Prefect's official read-only MCP server for inspecting flow runs, deployments and automations on Prefect Cloud or self-hosted, with a docs proxy for current CLI and SDK guidance.
MCP: Alchemy
by Alchemy
Alchemy's official remote MCP server: 168 tools for onchain data across 100+ chains — balances, NFTs, prices, portfolios, transaction simulation and execution traces.

MCP: Loops
by Loops
Loops' official remote MCP server — manage contacts, mailing lists, campaigns and transactional email in a Loops account from an agent, over OAuth.
MCP: Railway
by Railway
Railway's official MCP server, bundled with the Railway CLI — 40+ tools for projects, services, deployments, variables, domains and observability, with destructive actions gated behind explicit confirmation.
MCP: Todoist
by Doist
Doist's official Todoist MCP server — a hosted OAuth endpoint that lets an agent find, create and update tasks and projects, with inline MCP Apps widgets for task lists.

MCP: Onshape FeatureScript MCP Server
by PTC (Onshape)
PTC's MCP server for Onshape: describe a custom CAD feature in plain language and have an AI write, insert, run and debug the FeatureScript until it works.
MCP: FetchSandbox MCP
by FetchSandbox
A sandbox for third-party API integrations: agents replay Stripe, GitHub, Twilio and 50+ other workflows — webhooks, retries and failure cases included — without touching the real API.

MCP: Daytona MCP Server
by Daytona
Daytona's official MCP server: give an agent a disposable cloud sandbox with a file system, git, process execution, computer use and a live preview URL.
MCP: Automox MCP Server
by Automox
Automox's official MCP server for endpoint management — 130+ tools over devices, patches, policies, groups and audit data, self-hosted or on Automox's hosted endpoint.
MCP: Binance
by Binance
Binance's official MCP server, part of Agent OS — spot and futures trading, live market data and account access, with per-agent permissions and funding limits.
MCP: Deepgram
by Deepgram
Deepgram's official MCP server, bringing speech-to-text, text-to-speech and audio intelligence into Claude Code, Cursor and Windsurf.
MCP: 1Password Environments
by 1Password
1Password's official local MCP server for dev secrets: the agent manages Environments and .env mounts by name, and never sees a secret value.
MCP: Ramp
by Ramp
Ramp's official remote MCP server for corporate spend — read transactions, bills and reimbursements, and with the right role edit, approve and lock cards.

MCP: MeetStream MCP Server
by MeetStream AI
Send a bot into a Zoom, Google Meet or Teams call from your agent: 19 tools covering the bot lifecycle, transcripts, per-participant media, live chat and calendar scheduling.
MCP: HashiCorp Vault MCP Server
by HashiCorp
HashiCorp's official MCP server for Vault: manage secret engine mounts, read and write KV secrets, and drive the PKI engine — issuers, roles and certificates — from an agent.
MCP: Google Analytics MCP Server
by Google Analytics
Google's own MCP server for GA4 — ask questions about traffic, conversions and funnels in plain language and get answers from the Analytics Data and Admin APIs.
MCP categories
Browse servers by the systems they connect to.
Web & Search
25Web search, scraping, and live content.
Productivity
42Docs, tasks, and team collaboration.
Payments & Commerce
13Payments, billing, and commerce.
Files & Storage
6Read and write files and storage.
Developer Tools
104Coding, repos, and browser automation.
Databases & Data
54Query databases and persist memory.
Cloud & Infrastructure
44Cloud platforms and observability.

