GitHub's official MCP server gives AI clients access to GitHub repositories, issues, pull requests, actions, users, and other capabilities through configurable toolsets.

DeepWiki's hosted MCP server retrieves documentation generated for public GitHub repositories and answers repository questions grounded in that documentation.

Microsoft's Azure DevOps MCP server gives compatible AI clients access to organization projects, work items, repositories, pull requests, pipelines, test plans, and wikis through hosted or local server modes.

AntV's local MCP server preprocesses AntV-related visualization questions and retrieves current documentation, code examples, and best practices for AntV libraries including G2, G6, L7, X6, F2, and S2.

Ref hosted Streamable HTTP MCP lets coding agents search and read public or private technical documentation.

DigitalOcean's official suite of separate remote MCP servers exposes product-specific management and documentation tools for its cloud infrastructure and AI platform.

A Cloudflare-hosted MCP endpoint for inspecting and managing Workers Builds. Cloudflare's repository now marks this domain-specific server deprecated.

Hosted code-research MCP for searching repository documentation, inspecting repository structure, and reading source files.

Cloudflare’s hosted MCP server provisions short-lived per-user containers where an AI client can run code, manage files, and inspect or clone repositories.

Currents? MCP exposes CI test runs, test results, performance and failure evidence, and project/action/webhook management to AI clients.

Eyevinn OSC provides a hosted MCP server for deploying and managing 196+ open-source cloud services, custom applications, object storage, and tenant resources. Tool surface varies by category, mode, and account. The formerly published local package is deprecated.

A community Playwright-based browser automation MCP package with navigation, page inspection, interaction, screenshots, network/console inspection, and optional Chrome DevTools Protocol support.

Provides version-aware documentation and API guidance for Tyler Forge components, design tokens, icons, and framework setup.

Remote MCP server for accessing Hugging Face Hub resources and AI applications, with server features configurable through the MCP settings page.

A local MCP server that searches framework documentation, TypeScript API types, examples, changelogs, and migration guidance for npm packages.

Local-first MCP server for managing AI customization elements such as personas, skills, templates, agents, memories, and ensembles, with optional GitHub portfolio sync.

Local MCP server that recursively reads text files under a chosen project directory, respects nested .gitignore rules, skips binary files, and returns file contents with paths, optionally chunked.

Official Mapbox geospatial MCP server exposing search, geocoding, routing, isochrone, map rendering, and offline geometry tools.

A local MCP server for querying package registry metadata, versions, advisories, dependencies, repository details, and registry information, using a bundled SQLite dataset with API fallback.

Official Telnyx MCP integrations for telephony, messaging, AI assistants and related API operations; hosted remote implementation is available.

Official Aiven MCP server connects AI assistants to Aiven Cloud to inspect and manage projects, PostgreSQL, Kafka, applications, logs, metrics, pricing, and related services.

Stakpak's standalone local MCP server connects an AI client to Stakpak's API for infrastructure code generation. Official Stakpak docs describe generation and editing for Terraform, Kubernetes, GitHub Actions, and Dockerfile configurations.

Local stdio MCP server for managing and evaluating Flipt v2 Git-native feature flags and environments.

Google Cloud managed MCP server for Dataform. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for Secure Source Manager. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google-managed remote MCP server for Maps Code Assist. Exact tool names and access depend on the published server reference and configured Google permissions.

A community-maintained local MCP server that indexes source repositories into a graph so an assistant can query symbols, calls, dependencies, complexity, and other code relationships.

Daytona local CLI MCP connects agents to isolated Daytona sandboxes for files, Git, process/code execution, computer use and previews.

GitLab-hosted remote MCP server for authorized GitLab project, issue, merge request, and software-lifecycle workflows. Tool groups and data visibility depend on GitLab version, instance settings, user access, and configured toolsets.

Greptile hosted MCP for account and repository discovery, pull request and code review workflows, Greptile comment search, organization custom context, knowledge bases, and analytics.

GitHub's official MCP server gives AI clients access to GitHub repositories, issues, pull requests, actions, users, and other capabilities through configurable toolsets.

DeepWiki's hosted MCP server retrieves documentation generated for public GitHub repositories and answers repository questions grounded in that documentation.

Microsoft's Azure DevOps MCP server gives compatible AI clients access to organization projects, work items, repositories, pull requests, pipelines, test plans, and wikis through hosted or local server modes.

AntV's local MCP server preprocesses AntV-related visualization questions and retrieves current documentation, code examples, and best practices for AntV libraries including G2, G6, L7, X6, F2, and S2.

Ref hosted Streamable HTTP MCP lets coding agents search and read public or private technical documentation.

DigitalOcean's official suite of separate remote MCP servers exposes product-specific management and documentation tools for its cloud infrastructure and AI platform.

A Cloudflare-hosted MCP endpoint for inspecting and managing Workers Builds. Cloudflare's repository now marks this domain-specific server deprecated.

Hosted code-research MCP for searching repository documentation, inspecting repository structure, and reading source files.

Cloudflare’s hosted MCP server provisions short-lived per-user containers where an AI client can run code, manage files, and inspect or clone repositories.

Currents? MCP exposes CI test runs, test results, performance and failure evidence, and project/action/webhook management to AI clients.

Eyevinn OSC provides a hosted MCP server for deploying and managing 196+ open-source cloud services, custom applications, object storage, and tenant resources. Tool surface varies by category, mode, and account. The formerly published local package is deprecated.

A community Playwright-based browser automation MCP package with navigation, page inspection, interaction, screenshots, network/console inspection, and optional Chrome DevTools Protocol support.

Provides version-aware documentation and API guidance for Tyler Forge components, design tokens, icons, and framework setup.

Remote MCP server for accessing Hugging Face Hub resources and AI applications, with server features configurable through the MCP settings page.

A local MCP server that searches framework documentation, TypeScript API types, examples, changelogs, and migration guidance for npm packages.

Local-first MCP server for managing AI customization elements such as personas, skills, templates, agents, memories, and ensembles, with optional GitHub portfolio sync.

Local MCP server that recursively reads text files under a chosen project directory, respects nested .gitignore rules, skips binary files, and returns file contents with paths, optionally chunked.

Official Mapbox geospatial MCP server exposing search, geocoding, routing, isochrone, map rendering, and offline geometry tools.

A local MCP server for querying package registry metadata, versions, advisories, dependencies, repository details, and registry information, using a bundled SQLite dataset with API fallback.

Official Telnyx MCP integrations for telephony, messaging, AI assistants and related API operations; hosted remote implementation is available.

Official Aiven MCP server connects AI assistants to Aiven Cloud to inspect and manage projects, PostgreSQL, Kafka, applications, logs, metrics, pricing, and related services.

Stakpak's standalone local MCP server connects an AI client to Stakpak's API for infrastructure code generation. Official Stakpak docs describe generation and editing for Terraform, Kubernetes, GitHub Actions, and Dockerfile configurations.

Local stdio MCP server for managing and evaluating Flipt v2 Git-native feature flags and environments.

Google Cloud managed MCP server for Dataform. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google Cloud managed MCP server for Secure Source Manager. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

Google-managed remote MCP server for Maps Code Assist. Exact tool names and access depend on the published server reference and configured Google permissions.

A community-maintained local MCP server that indexes source repositories into a graph so an assistant can query symbols, calls, dependencies, complexity, and other code relationships.

Daytona local CLI MCP connects agents to isolated Daytona sandboxes for files, Git, process/code execution, computer use and previews.

GitLab-hosted remote MCP server for authorized GitLab project, issue, merge request, and software-lifecycle workflows. Tool groups and data visibility depend on GitLab version, instance settings, user access, and configured toolsets.

Greptile hosted MCP for account and repository discovery, pull request and code review workflows, Greptile comment search, organization custom context, knowledge bases, and analytics.