Coding

MCP servers, skills and harness building blocks for AI-assisted coding: code review, debugging, refactoring and documentation.

Entries in this category

Published entries only. Guides are counted separately.

Total catalog entries
187
MCP servers
64
Skills
100
Guides
128
Workflows
2
Plugins
7
Harness components
1
AI assistants
13

Coding MCP servers

Servers commonly used in this category.

AWS MCP Server

Official Free

Official, AWS-operated remote MCP server that gives coding agents authenticated access to 300+ AWS services, sandboxed code execution, and AWS documentation.

Amazon Web Services

2,738

GitHub

Agent News MCP Server

Official Free

Official Agent News MCP Server – verified real-time news and stats on the AI agent economy.

The Agent Times

Apideck MCP Server

Official

One MCP server for 200+ SaaS apps across seven unified APIs, with token-lean tool discovery.

Apideck

17

GitHub

Asana MCP Server

Official Free

Official Asana MCP server: manage tasks, projects, and the Work Graph directly in your AI client.

Asana

Atlassian Rovo MCP Server

Official Free

Atlassian's official hosted MCP server: securely connect Jira, Confluence, Bitbucket, Jira Service Management, Compass, and Loom to AI agents.

Atlassian

1,070

GitHub

Auth0 MCP Server

Official Free

Official Auth0 MCP server: create applications, deploy Auth0 Actions, manage APIs, and search sign-in logs via natural language.

Auth0

122

GitHub

Azure DevOps MCP Server

Official Free

Official Microsoft MCP server for Azure DevOps: query and act on work items, pull requests, pipelines, and test plans through an AI agent — hosted or local.

Microsoft

2,029

GitHub

Azure MCP Server

Official Free

Official Microsoft MCP server that gives AI coding agents natural-language access to 45+ Azure service areas.

Microsoft

3,719

GitHub

Browserbase MCP Server

Official Free

Official Browserbase MCP server: give AI clients a full cloud browser — navigate, click, extract data, and fill web forms using natural language powered by Stagehand.

Browserbase

3,413

GitHub

Canva Dev MCP Server

Official Free

Official local MCP server by Canva for developers: Canva documentation, App SDK, and API reference available directly in your AI coding client.

Canva

Clerk MCP Server

Official Free

Clerk's official hosted MCP server: SDK snippets and authentication implementation patterns for AI agents during development.

Clerk

50

GitHub

ClickHouse MCP Server

Official Free

Official MCP server for controlled SQL queries and schema exploration in ClickHouse.

ClickHouse

880

GitHub

Cloudflare API MCP Server

Official Free

Official Cloudflare MCP server that exposes the entire Cloudflare API through just two tools, complemented by a dozen product-specific MCP servers.

Cloudflare

4,323

GitHub

Cloudflare Documentation MCP Server

Official Free

Official Cloudflare MCP server for the developer documentation: answer questions about Workers, R2, DNS, and more via AI-powered search — no account, no OAuth required.

Cloudflare

4,210

GitHub

Codebase Memory MCP

Official Free

A local DeusData MCP server that indexes codebases into a searchable knowledge graph for coding agents.

DeusData

45,070

GitHub

Context7

Official Free

Up-to-date, version-specific library documentation directly in the prompt – against outdated or hallucinated APIs in AI-generated code.

Upstash

62,485

GitHub

DeepWiki MCP Server

Official

Official remote MCP access from Cognition to DeepWiki for structure, content, and questions about public GitHub repositories.

Cognition

DevExpress Documentation MCP Server

Official

Official hosted, read-oriented MCP access to version-sensitive DevExpress product documentation for AI coding clients.

DevExpress

Docker MCP Gateway

Official Free

Docker’s official gateway for bundling and controlling container-isolated MCP servers for AI clients.

Docker

1,586

GitHub

Fabric MCP Server

Official Free

Microsoft's official local MCP server for Fabric APIs, OneLake data operations, and item definitions — running directly on your development machine.

Microsoft

3,719

GitHub

Farm Table MCP Server

Official Free

MCP server and task runtime for agent orchestration, dependencies, claims, and traceable task management.

Scion Frontiers

118

GitHub

Figma MCP Server

Official

Official Figma MCP server that lets AI agents read design context from Figma files and generate code from frames.

Figma

1,965

GitHub

Firecrawl MCP Server

Official Free

Official Firecrawl MCP server for web scraping, web search, multi-page crawling, document parsing, and recurring page monitoring.

Firecrawl

7,525

GitHub

GitHub MCP Server

Official Free

Official GitHub MCP server for repositories, issues, pull requests, Actions and more – local or as GitHub's hosted remote server.

GitHub

GitLab MCP Server

Official Free

Official GitLab MCP server in beta: projects, issues, merge requests, pipelines, and code reviews directly in your AI coding client.

GitLab

Google Cloud MCP Server (gcloud-mcp)

Official Free

Google's official, open-source MCP server for the Google Cloud Platform: control Google Cloud resources in natural language via the gcloud CLI, plus observability, storage, and backup/disaster recovery.

Google

910

GitHub

Gread

Official Free

Official Gread MCP server for source code and documentation from public GitHub repositories.

NitroRCr

62

GitHub

Jina AI MCP Server

Official

Jina AI official remote MCP endpoint for web search, reading, embeddings, reranking, and source-grounded work.

Jina AI

845

GitHub

Langfuse MCP Server

Official Free

Official project-scoped MCP access to Langfuse prompts, observability, evaluation, and analytics data with read and write tools.

Langfuse

Laravel Boost

Official Free

Official Laravel package with a built-in MCP server, AI guidelines, and agent skills for version-accurate, Laravel-specific AI code generation.

Laravel

3,632

GitHub

LaunchDarkly MCP Server

Official Free

LaunchDarkly’s official MCP server for managing feature flags, targeting rules, AI Configs, and observability data through an AI client.

LaunchDarkly

28

GitHub

Linear MCP Server

Official Free

Linear's official hosted MCP server: AI agents find, create, and update issues, projects, and comments in your own workspace.

Linear

Microsoft Learn MCP Server

Official Free

Official Microsoft MCP server for its own developer documentation: retrieve current Learn content and code samples via AI-powered search — no account, no API key required.

Microsoft

1,898

GitHub

MiniMax MCP Server

Official

Official MiniMax MCP for speech synthesis, voice cloning, and image/video generation directly inside an AI client.

MiniMax

1,577

GitHub

MongoDB MCP Server

Official Free

Official MongoDB MCP server for MongoDB databases, Atlas clusters, schemas, queries, and controlled write operations.

MongoDB

1,138

GitHub

NPM Sentinel MCP

Official Free

Standalone MCP server by Nekzus for current npm package, dependency, and security analysis.

Nekzus

18

GitHub

Netlify MCP Server

Official Free

Official Netlify MCP server: create, build, and deploy projects and manage environment variables and access via natural language.

Netlify

64

GitHub

Next.js DevTools MCP

Official Free

The official Next.js MCP server connects coding agents to the running dev server: live errors, routes, and version-accurate docs.

Vercel

821

GitHub

OrgX

Official

Remote MCP server for organizational memory, decisions, and agent orchestration.

OrgX

2

GitHub

Pinecone MCP Server

Official

Official Pinecone MCP for documentation search, index management, and vector search in an AI client.

Pinecone

72

GitHub

PlanetScale MCP Server

Official Free

Official PlanetScale MCP server: query database schema, performance data, and Insights directly from any compatible AI client – authenticated via OAuth.

PlanetScale

6

GitHub

Postman MCP Server

Official Free

Official MCP server for Postman workspaces, collections, OpenAPI specifications, environments, and API testing workflows.

Postman

317

GitHub

Qdrant MCP Server

Official Free

Official MCP server that stores information in Qdrant and retrieves it through semantic search.

Qdrant

1,539

GitHub

Redis MCP Server

Official Free

Official MCP server for strings, hashes, lists, sets, JSON, pub/sub, streams, and vector search in Redis.

Redis

623

GitHub

RevenueCat MCP Server

Official Free

RevenueCat's official MCP server: manage subscriptions, products, entitlements, and customers through an AI assistant — without opening the dashboard.

RevenueCat

Salesforce DX MCP Server

Official Free

Official MCP server for Salesforce orgs, CRM objects, DX tasks, metadata, and agentic development workflows.

Salesforce

481

GitHub

Searchcraft MCP Server

Official

Searchcraft's official MCP server: create, populate, and query search indexes through natural language — including automatic generation of a complete React search UI.

Searchcraft

9

GitHub

Sentry MCP Server

Official Free

Official Sentry MCP server that lets AI coding agents pull errors, traces, and performance data from Sentry and manage individual issues.

Sentry

867

GitHub

Shopify Dev MCP Server

Official Free

Official Shopify Dev MCP server: search docs, introspect API schemas, validate GraphQL and Liquid — directly from your AI coding client.

Shopify

7

GitHub

Snowflake MCP Server

Official

Official, Snowflake-managed MCP server: Cortex Analyst, Cortex Search, and SQL execution as tools for AI agents, with no infrastructure to run yourself.

Snowflake

SparkForge MCP Server

Official Free

Remote MCP server for utility APIs covering media, documents, web, development, and crypto research.

SparkForge

Storybook MCP Server

Official Free

Official Storybook addon that lets AI agents read component stories, preview them live, run accessibility and interaction tests, and fix failing tests on their own.

Storybook

91,069

GitHub

Supabase MCP Server

Official Free

Supabase's official hosted MCP server: control tables, SQL, migrations, and Edge Functions using natural language from Cursor, Claude Code, and more.

Supabase

2,926

GitHub

Terraform MCP Server

Official Free

HashiCorp’s official MCP server for Terraform Registry, HCP Terraform, workspaces, and IaC automation.

HashiCorp

1,533

GitHub

UI5 MCP Server

Official Free

Official SAP server that lets AI agents scaffold UI5 projects, look up API references, retrieve best practices, and validate code via linter and manifest checks.

SAP

99

GitHub

Upstash MCP Server

Official Free

Upstash's official MCP server: manage and debug Redis, QStash, Workflow, and Upstash Box using natural language from Claude Code, Cursor, and more.

Upstash

61

GitHub

Val Town MCP Server

Official Free

Official hosted MCP server for vals, JavaScript execution, deployments, logs, and SQLite from an AI client.

Val Town

10

GitHub

Vercel MCP Server

Official Free

Vercel's official hosted MCP server (beta): query projects, deployments, build logs, and Web Analytics using natural language from Claude, ChatGPT, and more.

Vercel

13

GitHub

Weaviate MCP Server

Official Free

Official MCP endpoint built into Weaviate for schema inspection, hybrid search, and controlled object changes.

Weaviate

16,854

GitHub

Webflow MCP Server

Official Free

Webflow’s official MCP server for AI-assisted website design, CMS management, and content work on a live project.

Webflow

140

GitHub

agent-device

Official Free

Official MCP server from Callstack: lets AI coding agents actually operate, verify, and document mobile, TV, and desktop apps via CLI or MCP with screenshots, video, and logs.

Callstack

4,594

GitHub

marimo MCP Server

Official Free

Official experimental local MCP access to running marimo notebook sessions.

marimo

22,917

GitHub

n8n MCP Server

Official Free

Built-in MCP server for n8n: search, execute, create, and edit workflows directly from any MCP-capable AI client.

n8n

206,144

GitHub

x64dbg-MCP Server

Free

Native x64dbg plugin exposing full debugger control for AI-assisted reverse engineering via MCP.

duty1g

2,029

GitHub