Official MCP server for the Mux video API, built on a code-execution scheme: the agent writes TypeScript against the SDK and runs it in a Deno sandbox.
Developer Tools MCP Servers
Coding, repos, and browser automation.
MCP servers in Developer Tools
Red Hat's zero-dependency C++23 code-context engine — ranked call graphs and blast-radius analysis, indexing a repo in under half a second with no server and no database.
Builds a searchable markdown graph of your repo so coding agents stop re-exploring it on every task — reported 42% fewer tokens and 46% fewer tool calls.
Expo's official remote MCP server — searches Expo docs, installs compatible SDK packages, triggers and monitors EAS builds, and drives iOS/Android simulators.
Qase test management over MCP: 36 task-oriented tools for cases, runs, results, defects and QQL search, hosted at mcp.qase.io or self-run with your own API token.
Arm's official MCP server for porting and tuning software on Arm — semantic docs search, codebase migration scanning, container architecture checks and LLVM-MCA assembly analysis.
Official AntV MCP server that turns a description of your data into a rendered chart — 26 visualization types from bar and line to sankey, mind-map, fishbone and geographic maps.
Context-compression MCP server that shrinks tool outputs, logs, files and RAG chunks before they reach the model, cutting 60-95% of tokens on JSON payloads.
Persistent memory for coding agents as a single Go binary — SQLite and FTS5 behind MCP, an HTTP API, a CLI and a TUI, with no Node, Python or Docker required.
Give a coding agent a live feedback loop on real mobile, TV and desktop apps — inspect, tap, type and capture evidence on iOS, Android and HarmonyOS over MCP or a CLI.
The official W&B MCP server: query experiment runs, Weave LLM traces, artifacts and registries in natural language, and write findings back as a W&B report.
Replicate's official MCP server: search thousands of hosted models, read their schemas, and run predictions on image, video, audio and language models from inside an agent.
Hugging Face's official remote MCP server — search and inspect models, datasets and Spaces, browse the Hub filesystem over hf:// URIs, and turn Gradio Spaces into callable tools.
Resend's official MCP server for transactional and marketing email — send, schedule and batch messages, manage templates, contacts, broadcasts, automations, domains and suppressions from an agent.
58 views
Postman's official MCP server — reach your workspaces, collections, specs and environments from Claude Code, Cursor, VS Code or Copilot, in four tool tiers.
67 views
Drive live Jupyter notebooks from an agent — read and edit cells, execute code, see rich outputs, and run against local JupyterLab or a cloud sandbox.
62 views
Indexes the coding-agent sessions already sitting on your disk — months of history from before you installed it — and serves them back over MCP. 3.5 GB searched in ~1.5 ms, no LLM, no embeddings.
Microsoft's official MCP server for Azure DevOps - work items, repos, pipelines, wikis, test plans and iterations, reachable from any MCP client in plain language.
Semantic code toolkit for coding agents — symbol-level search, editing and refactoring backed by language servers or the JetBrains platform.
GitLab's own MCP server — issues, merge requests, CI/CD pipelines, job logs, wikis and semantic code search over an OAuth-authorised HTTP endpoint.
Platform-agnostic MCP server that drives iOS and Android apps on simulators, emulators and real devices through the accessibility tree rather than screenshots.
Official read-only MCP server for HackerOne bug bounty reports, programs, and remediation data.
A proxy that lets local-only MCP clients connect to remote servers, handling OAuth and transport differences.
Control Blender from an AI client — build scenes, apply materials, and run Python against the live session.
Run AI-generated code safely in an isolated cloud sandbox, with results returned as data rather than text.
ElevenLabs' official MCP server — generate speech, clone voices, transcribe audio, and build voice agents.
Structured, format-preserving file editor for agents: JSON/YAML/TOML, markdown, and AST-aware code edits, transactional across files.
Official Figma server that gives AI coding agents direct access to Figma design files for design-to-code work.
Android automation from code or an AI agent over MCP, with no ADB, USB cable or root, using Python, Node.js, CLI or HTTP.
Generate music loops and sound effects locally with Stable Audio 3, then loop, normalize and export them, from any MCP client.
Gives coding agents your CI test results from Currents: failed runs, flaky tests, error trends, quarantine rules and Playwright trace evidence.
Local-first Rust MCP server that maps your repo into a code graph and project memory, then hands coding agents cited file-and-line excerpts.
Generate game-ready sprites, animations, 3D models, video, music and sound effects from your AI assistant through Ludo.ai's hosted MCP server.
One MCP server for both App Store Connect and Google Play: compare subscriptions, read reviews, diagnose purchases and manage listings.
MCP server that verifies every LaTeX reference against Crossref, dblp, arXiv and more, with no LLM guessing in the verdicts.
MCP server and Claude Code plugin that keeps bulky tool output out of your context window, indexes it for search, and preserves session state across compaction.
Official Mailgun MCP server: send email, diagnose deliverability, and manage domains, webhooks, templates and suppressions from your agent.
MCP: UI5 MCP Server
by SAP
SAP's official MCP server for UI5 development: scaffold apps, lint code, validate manifests and pull API docs into your AI agent.
MCP: Google Home Developer MCP
by Google
Free, no-setup MCP server that grounds your coding agent in the Google Home API reference plus the Matter 1.5.1 and Thread 1.4.1 specifications.
MCP: NVIDIA Elements
by NVIDIA
NVIDIA's official MCP server for the Elements design system — component APIs, design tokens, icons and validated project scaffolding for AI/ML and robotics UIs.
MCP: NVIDIA CUDA Docs
by NVIDIA
NVIDIA's official remote MCP server for CUDA: grounds a coding agent in first-party CUDA documentation and code samples instead of its training data.
MCP: Nx MCP Server
by Nrwl (Nx)
Nx's official MCP server hands an agent the monorepo's real structure — the project graph, task definitions, generators, owners and Nx docs — so edits land with cross-project impact in view instead of guessed from filenames.
MCP: x64dbg MCP Server
by duty1g
A native x64dbg plugin exposing 84 debugging tools and 22 event callbacks over HTTP, so an AI assistant can drive breakpoints, memory and disassembly directly.
MCP: Payload MCP Plugin
by Payload
Payload's official MCP plugin — exposes every collection and global of a Payload CMS instance as MCP tools at /api/mcp, gated by Payload access control.
MCP: SAP Fiori MCP Server
by SAP
SAP's official MCP server for SAP Fiori tools — generates Fiori elements apps from OData services or CAP projects and applies guided modifications to existing ones.
MCP: Unleash
by Unleash
Unleash's official MCP server for feature flags — and unusually, it first judges whether a change needs a flag at all before creating one.
MCP: Hugging Face
by Hugging Face
Hugging Face's official MCP server — search the Hub's models, datasets and Spaces, read repository files, and call thousands of Gradio applications as tools from one remote endpoint.
MCP: Snag
by Snag
Snag's official remote MCP server — hands a coding agent the session replay, console logs, network trace and annotated screenshots captured for a bug, then takes the fix PR link back.
MCP: JFrog MCP Server
by JFrog
JFrog's official remote MCP server: 100+ tools across Artifactory, Xray and Curation, hosted on JFrog Cloud with OAuth and no client install.
MCP: Mantine MCP Server
by Mantine
Mantine's official documentation server: gives an agent the component list, per-component docs and the exact props table, so generated React code matches the installed version.
MCP: Aikido Security MCP Server
by Aikido Security
Runs Aikido's code and secrets scan as a tool inside your coding agent, returning machine-readable findings the agent can triage, fix or ignore in place.
MCP: Transcend MCP Server
by Transcend
Transcend's privacy platform over MCP: data inventory, DSR automation, consent, preferences, assessments and workflows, each as its own OAuth-scoped server.
MCP: tinymcp
by Golioth
Golioth's experimental MCP server that lets an LLM drive real embedded devices — device RPCs become MCP tools, with schemas stored in LightDB State and calls routed through the Golioth cloud.
MCP: ESP-IDF Tools MCP Server
by Espressif Systems
Espressif's local MCP server built into idf.py — lets an AI client set the chip target, build, flash and clean an ESP-IDF project and read back config, build status and connected serial ports.
MCP: ROS MCP Server
by robotmcp
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: Docs MCP Server
by arabold
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.
MCP: CVE MCP Server
by mukul975
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.
MCP: Retool MCP
by Retool
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.
MCP: Cloudsmith MCP
by Cloudsmith
Cloudsmith's official MCP server, built into its CLI: manage artifact repositories, packages and policies through an agent, with write operations off by default.
MCP: VoiceStudio
by Palash Deb
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.
MCP: Burp Suite MCP Server
by PortSwigger
PortSwigger's official Burp Suite extension exposing proxy history, Repeater and scanning to AI agents over MCP.
MCP: MATLAB MCP Server
by MathWorks
MathWorks' official MCP server: let Claude Code, Copilot or Codex run MATLAB code, lint it and execute unit tests on your local install.
MCP: Wix MCP
by Wix
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.
MCP: Fly.io
by Fly.io
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.
MCP: Doppler
by Doppler
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.
MCP: Clerk MCP Server
by Clerk
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.
MCP: Strapi MCP Server
by Strapi
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.
MCP: Inngest MCP Server
by Inngest
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.
MCP: Trigger.dev MCP Server
by Trigger.dev
Trigger.dev's official MCP server — trigger and monitor background jobs, deploy to any environment, and query runs with TRQL from your coding agent.
MCP: Secure MCP Tunnel Client
by OpenAI
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.
MCP: MCPJam Inspector
by MCPJam
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.
MCP: Appwrite MCP Server
by Appwrite
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.
MCP: Arize Phoenix MCP Server
by Arize AI
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: 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: 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: 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: 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: 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: 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: WordPress Remote MCP
by Automattic
Automattic's official proxy that connects Claude, Cursor and other MCP clients to a WordPress site — posts, pages, media and WooCommerce — with OAuth 2.1, JWT or application-password auth.
MCP: WorkOS
by WorkOS
WorkOS's official remote MCP server — run your WorkOS dashboard from an agent: organizations, users, SSO connections, Directory Sync, AuthKit branding and audit log streams.
MCP: Sourcegraph
by Sourcegraph
Sourcegraph's MCP server — cross-repository keyword and semantic code search, go-to-definition, find-references, commit and diff search, and Deep Search, served from your own instance.
MCP: Plaid Sandbox MCP Server
by Plaid
Plaid's official sandbox MCP server: search Plaid docs, mint sandbox access tokens, generate mock financial data and fire test webhooks while building an integration.
MCP: Buildkite MCP Server
by Buildkite
Buildkite's official MCP server: query pipelines, builds, jobs, logs, test runs and flaky-test data from an agent, over a hosted OAuth endpoint or a self-run binary.
MCP: Braintrust MCP Server
by Braintrust
Query Braintrust evals and production logs in SQL from your editor — compare experiments against a baseline, debug a bad trace, and hand a teammate a permalink.
MCP: Langfuse
by Langfuse
Langfuse's own MCP server for LLM observability — read traces and observations, manage prompt versions, run datasets and evaluators, and query cost and latency metrics from inside your agent.
MCP: Twilio Docs
by Twilio
Twilio's official documentation MCP server — search the docs and API specs in natural language, then pull the full parameter schema for a specific API operation before writing code against it.
MCP: New Relic MCP Server
by New Relic
New Relic's official hosted MCP server — query telemetry with NRQL or natural language, investigate alerts and incidents, and assess deployment impact from your agent.
MCP: Okta MCP Server
by Okta
Okta's official open-source MCP server: manage users, groups, apps, policies and branding in your Okta org from an AI agent, with scope-gated tools and confirmation on destructive actions.
MCP: Vapi MCP Server
by Vapi
Vapi's official MCP server for building voice agents — create assistants, place and schedule outbound phone calls, and manage phone numbers from your AI client.
MCP: Contentful MCP Server
by Contentful
Contentful's official MCP server — model content types, search and edit entries, manage assets and publish, with semantic vector search over your space.
MCP: Bitwarden MCP Server
by Bitwarden
Bitwarden's official MCP server — unlock the vault, read and edit items, generate passwords and TOTP codes, and run organisation administration. Local use only.
MCP: Semgrep MCP
by Semgrep
Semgrep's official MCP server — scan code for security vulnerabilities, write and test custom rules, and pull findings from Semgrep Cloud, from inside an agent session.
MCP: nuphus-mcp
by Nuphus Team
Computer use for any MCP client: 36 tools covering screenshots, window control, mouse and keyboard, and Chrome over CDP, with local OCR built in and vision on your own key.
MCP: Orkas VideoStudio
by Orkas
Turns a coding agent into a video studio: describe a video in plain language and the agent writes an editable plan.json timeline, then renders, edits, generates and delivers the file.
MCP: Snyk MCP Server
by Snyk
Snyk's official MCP server, shipped inside the Snyk CLI: scan code, dependencies, containers and IaC for vulnerabilities, generate SBOMs and monitor projects from your agent.
Official Google server exposing Google Cloud Observability to agents — querying logs, metrics and traces from a Google Cloud project without leaving the assistant.
MCP: Sanity MCP
by Sanity
Sanity's official hosted MCP server: run GROQ queries, patch and publish documents, manage releases and deploy schemas — with the agent aware of your content model.
MCP: PagerDuty MCP
by PagerDuty
PagerDuty's official MCP server with 80+ tools for incidents, schedules, services and escalation policies — read-only by default, with write actions behind an explicit flag.
MCP: Brandfetch MCP
by Brandfetch
Official remote MCP server from Brandfetch that gives an agent real company logos, brand colours, fonts and merchant identification instead of guessed or hallucinated assets.
MCP: Panda CSS MCP Server
by Panda CSS (Chakra UI)
Official Panda CSS MCP server that exposes your design system - tokens, recipes, patterns, breakpoints and the resolved config - so an agent styles components with real values.
MCP: ESLint MCP Server
by ESLint
The official ESLint MCP server, shipped inside the ESLint CLI - lets an editor agent lint files, read rule violations and apply fixes using your project's own configuration.
MCP: CircleCI MCP Server
by CircleCI
CircleCI's official MCP server: pull build failure logs, hunt flaky tests, validate config, trigger and rerun pipelines, and roll back - in natural language from your IDE.
MCP: Salesforce DX MCP Server
by Salesforce
Salesforce's official MCP server: over 60 tools across 15 toolsets for reading org data, deploying metadata, running Apex tests and building Lightning Web Components.
MCP: Webflow MCP Server
by Webflow
Webflow's official MCP server — let agents read and edit sites, pages, CMS collections and items through the Webflow Data API, with a companion app that syncs the live Designer canvas.
MCP: Microsoft Learn Docs
by Microsoft
Microsoft's official remote MCP server for Learn documentation — semantic search over first-party Azure and .NET docs, page fetch, and verified code samples. Free, no key.
MCP: SonarQube MCP Server
by SonarSource
Official SonarSource MCP server — pull code-quality issues, security hotspots, quality gates and rule explanations from SonarQube Cloud or Server into your agent.
MCP: Hugging Face
by Hugging Face
Official Hugging Face MCP server: search models, datasets, Spaces and papers on the Hub, read repository files, and call Gradio apps as agent tools.
MCP: LaunchDarkly MCP Server
by LaunchDarkly
Local MCP server for LaunchDarkly — manage feature flags, AI Configs, environments, audit logs and code references from an agent.
MCP: Convex MCP Server
by Convex
Ships inside the Convex CLI — lets an agent inspect deployments, read table schemas, run read-only queries, call functions and check health insights.
MCP: Canva Dev MCP Server
by Canva
Canva's official MCP server for building Canva apps — grounds an agent in the Apps SDK and App UI Kit docs instead of letting it guess the API.
MCP: Apollo MCP Server
by Apollo GraphQL
Turns any GraphQL API into MCP tools — from .graphql operation files, a GraphOS persisted-query manifest, or live schema introspection.
MCP: BrowserStack
by BrowserStack
Official BrowserStack MCP server: run manual and automated tests on real browsers and devices, then debug and fix failing tests from your IDE in plain English.
MCP: Codanna
by Codanna
Local code intelligence MCP server that returns symbol context, call graphs and impact analysis in a single call — 15 languages, indexed on your own machine.
MCP: Peekaboo
by OpenClaw
macOS screen capture and GUI automation over MCP — see the screen, then click, type and navigate it, with local or hosted vision models.
MCP: Windows-MCP
by CursorTouch
Computer-use MCP server for Windows — 19 tools for clicking, typing, shell, filesystem and registry, driving the desktop without a vision model.
MCP: Codebase Memory MCP
by DeusData
Local code-intelligence MCP server that indexes a repository into a persistent knowledge graph, so structural questions cost one query instead of a file-reading spree.
MCP: XcodeBuildMCP
by Sentry
Sentry's MCP server and CLI for iOS and macOS work — build, run on simulators and devices, capture logs, and drive tests from inside a coding agent.
MCP: Docker MCP Gateway
by Docker
Docker's official CLI plugin that runs MCP servers in isolated containers behind one gateway — secrets management, OAuth flows and a single config every client shares.
MCP: Docker Hub MCP Server
by Docker
Docker's official MCP server for Docker Hub — let an agent search images, read tags and metadata, and manage your repositories in natural language.
MCP: Auth0
by Auth0
Auth0's official MCP server: create applications, deploy Actions, inspect logs and manage users in your tenant through natural language.
MCP: Storybook
by Storybook
Official addon that connects a running Storybook to AI agents for component-aware UI generation and testing.
MCP: Twilio
by Twilio
Twilio Labs' MCP server — send messages, place calls, and manage numbers across the Twilio API.
MCP: Desktop Commander
by Eduard Ruzga
Give a desktop AI client real terminal and filesystem access — run commands and edit files across your machine.
MCP: SAP ABAP MCP
by Coaspe
Headless MCP server exposing SAP ABAP Development Tools so agents can browse, edit, refactor, and test ABAP without SAP GUI.
MCP: WHOIS/RDAP Lookup
by KincaidYang
Self-hosted WHOIS/RDAP lookup server for domains, IPv4/IPv6, CIDR blocks, and ASNs, with batch queries over MCP.
MCP: Chrome DevTools MCP
by Google Chrome DevTools team
Google's official MCP server for driving and inspecting a real Chrome browser — automation, debugging, and performance traces.
MCP: PostHog
by PostHog
PostHog's official remote MCP server — query product analytics with HogQL, manage feature flags, and triage errors from your editor.
MCP: Sentry
by Sentry
Sentry's official MCP server — investigate errors and issues, inspect events, and use Seer for root-cause analysis.
MCP: Context7
by Upstash
Pulls up-to-date, version-specific documentation and code examples for libraries straight into your prompt.
MCP: Playwright
by Microsoft
Browser automation for agents — navigate, click, type, and read pages using Playwright's accessibility tree, no screenshots required.
MCP: GitHub
by GitHub
GitHub's official MCP server — manage issues, pull requests, repositories, code search, and Actions from your agent.
MCP: Time
by Model Context Protocol
Time and timezone utilities — get the current time in any timezone and convert between zones.
MCP: Everything
by Model Context Protocol
A reference/test server that exercises every MCP feature — prompts, resources, tools, and sampling — for building and debugging clients.
MCP: Sequential Thinking
by Model Context Protocol
A tool for dynamic, reflective problem-solving through structured, revisable sequences of thoughts.
MCP: Git
by Model Context Protocol
Read, search, and manipulate Git repositories — status, diffs, logs, branches, commits, and more.