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.
Developer Tools MCP Servers
Coding, repos, and browser automation.
MCP servers in Developer Tools
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.
Postman's official MCP server — reach your workspaces, collections, specs and environments from Claude Code, Cursor, VS Code or Copilot, in four tool tiers.
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.
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.
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.
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.
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.
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.
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.
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.
Alchemy's official remote MCP server: 168 tools for onchain data across 100+ chains — balances, NFTs, prices, portfolios, transaction simulation and execution traces.
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.
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.
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.
Deepgram's official MCP server, bringing speech-to-text, text-to-speech and audio intelligence into Claude Code, Cursor and Windsurf.
1Password's official local MCP server for dev secrets: the agent manages Environments and .env mounts by name, and never sees a secret value.
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.
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.
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.





