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MCP servers for everyday coding work: repositories, code search, issues, API tooling and your local files, reachable from your AI assistant.

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  • .FAF Context

    a11y.by Wolfe-Jam

    Keep one project.faf file in your repo and write AGENTS.md, .cursorrules, GEMINI.md and CLAUDE.md from it, with a context score.

    state.local.label (state.local.title)
    mcp.tc/i/faf-context

  • Agent Device

    a11y.by Callstack

    Drive iOS and Android apps on simulators, emulators and devices so coding agents can verify their changes.

    state.local.label (state.local.title)
    mcp.tc/i/agent-device

  • Agentic HIL

    a11y.by agentic-hil

    Develop firmware on a real board behind a debug probe: flash, reset, UART and CAN, gated by per-device permissions.

    state.local.label (state.local.title)
    mcp.tc/i/agentic-hil

  • Alchemy

    Query blockchain data across 100+ chains: token prices, NFTs, transfers, transaction simulation, traces and Solana DAS.

    state.auth.label (state.auth.title)
    mcp.tc/i/alchemy

  • Angular CLIvf.sr

    a11y.by Google (Angular)

    Get Angular best practices, documentation search and workspace-aware tools from the Angular CLI inside your assistant.

    state.local.label (state.local.title)
    mcp.tc/i/angular-cli

  • Arm

    Search Arm documentation, scan code for Arm compatibility, check container architectures and analyze assembly performance.

    state.local.label (state.local.title)
    mcp.tc/i/arm

  • Awesome Copilot

    a11y.by Microsoft

    Retrieve GitHub Copilot customization files from the Awesome Copilot repository, such as prompts, instructions and chat modes.

    state.local.label (state.local.title)
    mcp.tc/i/awesome-copilot

  • CAP (SAP Cloud Application Programming Model)

    a11y.by SAP (cap-js)

    Search CDS model definitions and CAP documentation to help AI assistants build SAP CAP applications.

    state.local.label (state.local.title)
    mcp.tc/i/cap-sap-cloud-application-programming-model

  • Chainstack

    Deploy and manage blockchain nodes across 70+ protocols, search Chainstack docs, check status and pricing, and request testnet funds.

    state.key.label (state.key.title)
    mcp.tc/i/chainstack

  • CircleCIvf.sr

    Inspect CircleCI projects, pipelines, workflows, jobs, logs, tests and artifacts, and rerun or cancel workflows.

    state.auth.label (state.auth.title)
    mcp.tc/i/circleci

  • Claude Context

    a11y.by Zilliz

    Index a whole codebase into a vector database and search it semantically from your coding assistant.

    state.local.label (state.local.title)
    mcp.tc/i/claude-context

  • Claude FAF

    a11y.by Wolfejam

    Create and score a project.faf context file and sync it to CLAUDE.md, AGENTS.md, .cursorrules and MEMORY.md.

    state.local.label (state.local.title)
    mcp.tc/i/claude-faf

  • Cloudflare Containersvf.sr

    a11y.by Cloudflare

    Start a sandboxed container to run code, shell commands and file operations from your assistant.

    state.auth.label (state.auth.title)
    mcp.tc/i/cloudflare-containers

  • Code Review Graph

    a11y.by tirth8205

    Build a local Tree-sitter knowledge graph of your code so assistants read only the files a change affects.

    state.local.label (state.local.title)
    mcp.tc/i/code-review-graph

  • Codebase Memory

    a11y.by DeusData

    Index a codebase into a persistent knowledge graph and answer structural code questions with fast local queries.

    state.local.label (state.local.title)
    mcp.tc/i/codebase-memory

  • CodeGraphContext

    Index local code into a graph database so assistants can query calls, imports, class hierarchies and dependencies.

    state.local.label (state.local.title)
    mcp.tc/i/codegraphcontext

  • Cypress Cloud

    a11y.by Cypress

    Read Cypress Cloud test results, flaky tests and accessibility reports from your AI coding assistant.

    state.auth.label (state.auth.title)
    mcp.tc/i/cypress-cloud

  • Dart and Fluttervf.sr

    a11y.by Dart & Flutter (Google)

    Analyze, fix, format and test Dart and Flutter code, search pub.dev and inspect running apps from your AI assistant.

    state.local.label (state.local.title)
    mcp.tc/i/dart-flutter

  • Desktop Commander

    a11y.by Desktop Commander (wonderwhy-er)

    Run terminal commands, manage processes and edit files on your own machine from your AI chat.

    state.local.label (state.local.title)
    mcp.tc/i/desktop-commander

  • Expo

    Search Expo docs, manage EAS builds and workflows, and test React Native apps in a simulator from your AI assistant.

    state.auth.label (state.auth.title)
    mcp.tc/i/expo

  • Filesystemvf.sr

    a11y.by MCP reference servers

    Read, write, search and edit files inside directories you explicitly allow, over a local stdio connection.

    state.local.label (state.local.title)
    mcp.tc/i/filesystem

  • gamedev.pl

    a11y.by gamedevpl

    Build playable browser games on gamedev.pl from your own coding agent, with progress and drafts reported back to Creator Studio.

    state.auth.label (state.auth.title)
    mcp.tc/i/gamedev-pl

  • Gitvf.sr

    a11y.by MCP reference servers

    Read, search and manipulate local Git repositories from your AI assistant.

    state.local.label (state.local.title)
    mcp.tc/i/git

  • GitHubvf.sr

    Work with GitHub repos, issues, pull requests, Actions workflows and code search from your AI assistant.

    state.auth.label (state.auth.title)
    mcp.tc/i/github

  • GitKraken

    Work with Git, pull requests and issues across GitHub, GitLab, Bitbucket, Azure DevOps and Jira from your assistant.

    state.local.label (state.local.title)
    mcp.tc/i/gitkraken

  • GitLabvf.sr

    Work with GitLab issues, merge requests, pipelines and search from your AI assistant.

    state.auth.label (state.auth.title)
    mcp.tc/i/gitlab

  • GitLab (zereight)

    a11y.by zereight

    Manage GitLab projects, merge requests, issues, pipelines, wikis and releases from your assistant, on GitLab.com or self-managed.

    state.local.label (state.local.title)
    mcp.tc/i/gitlab-zereight

  • Glide

    Build, manage and operate GlideOS apps, data and workflows from your AI client.

    state.auth.label (state.auth.title)
    mcp.tc/i/glide

  • Godot MCP

    a11y.by Coding-Solo

    Launch the Godot editor, run projects, read debug output and create or edit scenes from your AI assistant.

    state.local.label (state.local.title)
    mcp.tc/i/godot

  • Google Colabvf.sr

    a11y.by Google (Colab)

    Connect a local agent to a Google Colab notebook session open in your browser.

    state.local.label (state.local.title)
    mcp.tc/i/colab

  • GoReleaser

    Validate GoReleaser configs, fix deprecated options and read GoReleaser documentation from your AI assistant.

    state.local.label (state.local.title)
    mcp.tc/i/goreleaser

  • Graphify

    a11y.by Graphify Labs

    Search indexed code, trace callers and dependencies, assess change impact, and recall repository memory.

    state.auth.label (state.auth.title)
    mcp.tc/i/graphify

  • Grep by Vercelvf.sr

    a11y.by Vercel

    Search real code across a million public GitHub repositories with literal and regex patterns.

    state.ok.label (state.ok.title)
    mcp.tc/i/grep

  • IFC MCP

    a11y.by flinker-app

    Inspect and create IFC/BIM files, build reports and view models locally with IfcOpenShell running in Pyodide.

    state.local.label (state.local.title)
    mcp.tc/i/ifc

  • Ignite UI

    a11y.by Infragistics (IgniteUI)

    Give AI assistants Ignite UI documentation, API reference and CLI project scaffolding for Angular, React and Web Components.

    state.local.label (state.local.title)
    mcp.tc/i/ignite-ui

  • iOS Simulator MCP

    a11y.by Joshua Yoes

    Inspect the UI, tap, type, swipe, take screenshots and record video in the iOS Simulator from your assistant.

    state.local.label (state.local.title)
    mcp.tc/i/ios-simulator

  • Jam

    Load Jam bug recordings, with console logs, network requests and user events, into your AI coding agent.

    state.auth.label (state.auth.title)
    mcp.tc/i/jam

  • Jupyter MCP Server

    a11y.by Datalayer

    Read, edit and execute cells in live Jupyter notebooks from your AI assistant.

    state.local.label (state.local.title)
    mcp.tc/i/jupyter

  • Kin

    a11y.by firelock-ai

    Query a graph-native code repository of functions, types and their relationships from your AI coding agent.

    state.local.label (state.local.title)
    mcp.tc/i/kin

  • Kotlin & Java Library Sources

    a11y.by aoreshkov

    Read the real sources, public API and KDoc of any Maven-published Kotlin or Java library from its sources jar.

    state.local.label (state.local.title)
    mcp.tc/i/kotlin-java-library-sources

  • Laravel Boost

    a11y.by Laravel

    Give AI agents Laravel-aware context and version-specific docs search while working on a local Laravel app.

    state.local.label (state.local.title)
    mcp.tc/i/laravel-boost

  • LaunchDarklyvf.sr

    Create, toggle and target feature flags and AI Configs in LaunchDarkly from your AI assistant.

    state.auth.label (state.auth.title)
    mcp.tc/i/launchdarkly

  • Lovable

    Create, edit, deploy and manage Lovable projects and apps from your AI agent through natural language.

    state.auth.label (state.auth.title)
    mcp.tc/i/lovable

  • Mapbox Devkit

    a11y.by Mapbox

    Manage Mapbox styles, tokens and developer resources from your AI assistant, with style building and GeoJSON tools.

    state.auth.label (state.auth.title)
    mcp.tc/i/mapbox-devkit

  • MATLAB

    a11y.by MathWorks

    Run MATLAB code, tests and static code analysis from an AI assistant using a local MATLAB install.

    state.local.label (state.local.title)
    mcp.tc/i/matlab

  • MCP for Unity

    a11y.by Coplay (CoplayDev)

    Control the Unity Editor from your assistant: scenes, GameObjects, C# scripts, assets, tests and builds.

    state.local.label (state.local.title)
    mcp.tc/i/unity

  • Microsoft NuGet

    a11y.by Microsoft / NuGet

    Work with NuGet packages and package management from your AI assistant in .NET projects.

    state.local.label (state.local.title)
    mcp.tc/i/microsoft-nuget

  • Mobile MCP

    a11y.by Mobile Next

    Automate iOS and Android simulators, emulators and real devices: tap, swipe, type, take screenshots and read the accessibility tree.

    state.local.label (state.local.title)
    mcp.tc/i/mobile-mcp

  • MobileBuildMCP

    a11y.by Sentry

    Build, run, test and debug iOS and macOS apps with Xcode and the Simulator from an AI agent.

    state.local.label (state.local.title)
    mcp.tc/i/mobilebuildmcp

  • Mux

    Manage Mux video assets, live streams, playback IDs and Mux Data by running code against the Mux TypeScript SDK.

    state.auth.label (state.auth.title)
    mcp.tc/i/mux

  • Nauro

    a11y.by Nauro-AI

    Keep approved project decisions and their reasoning in a markdown store that connected coding agents read and update.

    state.local.label (state.local.title)
    mcp.tc/i/nauro

  • Next.js DevToolsvf.sr

    a11y.by Vercel

    Query a running Next.js dev server for runtime errors, routes and logs, and find version-matched docs from your coding agent.

    state.local.label (state.local.title)
    mcp.tc/i/nextjs-devtools

  • notifyd

    a11y.by rmzlb

    Operate a self-hosted notifyd notification service: digest, jobs, retries, suppressions, projects and test sends.

    state.local.label (state.local.title)
    mcp.tc/i/notifyd

  • Nx

    a11y.by Nx (Nrwl)

    Give your AI assistant Nx workspace context: project graph, project details, generators and up-to-date Nx docs.

    state.local.label (state.local.title)
    mcp.tc/i/nx

  • OpenZeppelin Solidity Contracts

    a11y.by OpenZeppelin

    Generate Solidity contracts (ERC-20, ERC-721, ERC-1155, Governor and more) from OpenZeppelin Contracts Wizard templates.

    state.ok.label (state.ok.title)
    mcp.tc/i/openzeppelin

  • Ouroboros

    a11y.by Q00

    Run a spec-first workflow for AI coding agents: interview, lock a seed spec, execute, evaluate and evolve.

    state.local.label (state.local.title)
    mcp.tc/i/ouroboros

  • Port

    Query and act on your Port developer portal catalog, scorecards and actions from an AI assistant using natural language.

    state.auth.label (state.auth.title)
    mcp.tc/i/port-io

  • Postmanvf.sr

    Manage Postman workspaces, collections, specs, environments and mocks from your AI assistant or IDE.

    state.auth.label (state.auth.title)
    mcp.tc/i/postman

  • PubNub

    Look up PubNub SDK docs and manage apps, keysets, channels, users and analytics from your AI assistant.

    state.auth.label (state.auth.title)
    mcp.tc/i/pubnub

  • Remote Desktop Commander

    a11y.by Desktop Commander

    Give claude.ai, ChatGPT, Cursor and other AI apps file and terminal access to your own computer through a hosted relay.

    state.auth.label (state.auth.title)
    mcp.tc/i/remote-desktop-commander

  • Repomix

    a11y.by yamadashy

    Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search.

    state.local.label (state.local.title)
    mcp.tc/i/repomix

  • Repowise

    a11y.by repowise-dev

    Index a codebase once and give coding agents cited answers, change impact, git history, decisions and code-health data.

    state.local.label (state.local.title)
    mcp.tc/i/repowise

  • Rigour

    a11y.by Rigour Labs

    Run quality gates on AI coding agent output: catch leaked secrets, fake imports and bugs while the agent writes code.

    state.local.label (state.local.title)
    mcp.tc/i/rigour

  • ROS MCP Server

    a11y.by robotmcp

    Connect LLMs to ROS and ROS 2 robots to work with topics, services, actions and parameters through rosbridge.

    state.local.label (state.local.title)
    mcp.tc/i/ros

  • SAP Fiori

    a11y.by SAP

    Support SAP Fiori application development from your AI assistant using the SAP Open UX Tools project.

    state.local.label (state.local.title)
    mcp.tc/i/sap-fiori

  • Serena

    a11y.by Oraios AI

    Give coding agents IDE-like semantic code retrieval, editing and refactoring through language servers.

    state.local.label (state.local.title)
    mcp.tc/i/serena

  • shadcn/ui

    a11y.by shadcn

    Browse, search and install shadcn/ui components and other registry components into your project from your assistant.

    state.local.label (state.local.title)
    mcp.tc/i/shadcn

  • ShipSwift

    a11y.by Signer Labs

    Browse and fetch production-ready SwiftUI recipes, from animations and charts to auth, paywalls and AWS backends.

    state.ok.label (state.ok.title)
    mcp.tc/i/shipswift

  • SmartBear

    Query and manage BugSnag, Swagger, PactFlow, Reflect, Zephyr, QMetry and other SmartBear testing and monitoring tools.

    state.local.label (state.local.title)
    mcp.tc/i/smartbear

  • Spec Workflow MCP

    a11y.by Pimzino

    Run a spec-driven development workflow (requirements, design, tasks) with approvals and a live web dashboard.

    state.local.label (state.local.title)
    mcp.tc/i/spec-workflow

  • Statsig

    Manage Statsig feature gates, experiments, dynamic configs and metrics from your AI assistant.

    state.auth.label (state.auth.title)
    mcp.tc/i/statsig

  • Swagger

    a11y.by SmartBear

    Search, read and manage API definitions and portals in SwaggerHub (Swagger Studio) from your AI assistant.

    state.auth.label (state.auth.title)
    mcp.tc/i/swagger

  • Tenderly

    Simulate, debug and test blockchain transactions on more than 100 EVM networks.

    state.auth.label (state.auth.title)
    mcp.tc/i/tenderly

  • Topos

    a11y.by Krv-Labs

    Measure complexity, coupling, risky data flows and agent cognitive load in code, and get concrete targets from SLOP to PLATINUM.

    state.local.label (state.local.title)
    mcp.tc/i/topos

  • UI5

    Scaffold UI5 apps, lint code, validate manifests and fetch UI5 API docs and guidelines from your AI assistant.

    state.local.label (state.local.title)
    mcp.tc/i/ui5

  • Unblocked

    Research code, pull requests, docs, issues and team conversations and get cited answers for coding agents.

    state.auth.label (state.auth.title)
    mcp.tc/i/unblocked

  • Unleash

    Create and manage Unleash feature flags and rollout strategies from your coding assistant.

    state.local.label (state.local.title)
    mcp.tc/i/unleash

  • Val Town

    Write and deploy Val Town vals: HTTP endpoints, crons, SQLite, blobs and email, from your coding agent.

    state.auth.label (state.auth.title)
    mcp.tc/i/val-town

  • Web Validator by DigestSEO

    a11y.by DigestSEO (AKzar1el)

    Audit public webpages and supplied markup for HTML, CSS, SEO, JSON-LD and link issues.

    state.ok.label (state.ok.title)
    mcp.tc/i/web-validator-by-digestseo

  • WinDbg

    a11y.by svnscha

    Analyze Windows crash dumps and debug live user-mode or kernel targets through WinDbg (CDB and KD) in natural language.

    state.local.label (state.local.title)
    mcp.tc/i/windbg